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Factors associated with breastfeeding maintenance for 12 months or more: a systematic review Please cite this article as: Santana GS, Giugliani ER, Vieira TO, Vieira GO. Factors associated with breastfeeding maintenance for 12 months or more: a systematic review. J Pediatr (Rio J). 2018;94:104-122

Abstract

Objective

Synthesize the information about the factors associated with maintenance of breastfeeding for 12 months or more.

Data source

A systematic review was conducted in the Pubmed/Medline, Scielo, and Lilacs databases, including articles published in Portuguese or English since 2004 on the factors associated with breastfeeding maintenance for at least 12 months; review articles and those with qualitative design were excluded. The factors were organized into four levels, according to the chronological proximity to the outcome: distal, distal intermediate, proximal intermediate, and proximal; nationality and place/area of residence were considered contextual factors.

Summary of data

1174 articles were identified, of which 19 were included in this review, comprising seven cohort studies and 12 cross-sectional studies. A total of 39 of the 75 assessed factors were associated with the outcome at least once. The factors with the highest percentages of associations with maintenance of breastfeeding for 12 months or more, considering the number of times they were tested were: children whose parents are the caregivers (100%), none type of maternal exposure to smoke (54%), children and/or parents are immigrants/foreigners (50%), live in urban areas (42.9%), older maternal age (40%), married women (37.5%), higher level of maternal education (31.3%), greater parity (30.8%), and lower income (30%).

Conclusions

The maintenance of breastfeeding for 12 months or more is associated with multiple factors, emphasizing the contextual factors and those related to some maternal sociodemographic characteristics. Associations differ in effect and magnitude between the different populations studied.

KEYWORDS
Review; Breast feeding; Epidemiologic factors

Resumo

Objetivo

Sintetizar as informações sobre os fatores associados à manutenção da amamentação por 12 meses ou mais.

Fontes de dados

Foi conduzida revisão sistemática nas bases de dados Pubmed/Medline, Scielo e Lilacs, inclusive artigos publicados em língua portuguesa ou inglesa desde 2004 sobre fatores associados à amamentação por, no mínimo, 12 meses. Excluíram-se artigos de revisão e com delineamento qualitativo. Os fatores foram organizados em quatro níveis de acordo com a proximidade cronológica com o desfecho: distal, intermediário distal, intermediário proximal e proximal; nacionalidade e local/área de residência foram considerados fatores contextuais.

Síntese dos dados

Identificaram-se 1.174 artigos, dos quais 19 foram selecionados para revisão, sete estudos de coorte e 12 transversais. Dos 75 fatores explorados, 39 mostraram-se associados ao desfecho ao menos uma vez. Os fatores com os maiores percentuais de associações com a manutenção da amamentação por 12 meses ou mais, considerando o número de vezes que foram testados, foram: filhos terem os pais como cuidadores (100%), algum tipo de exposição materna ao fumo (54%), crianças e/ou pais serem imigrantes/estrangeiros (50%), morar em zona urbana (42,9%), maior idade materna (40%), mãe ser casada (37,5%), maior escolaridade materna (31,3%), maior número de filhos (30,8%) e menor renda familiar (30%).

Conclusões

A manutenção da amamentação por 12 meses ou mais está associada a múltiplos fatores, com destaque para os fatores contextuais e os relacionados a algumas características sociodemográficas das mães. As associações diferem em efeito e magnitude entre as diferentes populações estudadas.

PALAVRAS-CHAVE
Revisão; Aleitamento materno; Fatores epidemiológicos

Introduction

The World Health Organization (WHO) recommends the maintenance of breastfeeding (BF) for 2 years or more, 11. World Health Organization. Infant and young child feeding: model chapter for textbooks for medical students and allied health professionals. Geneva: World Health Organization; 2009. based on the positive impact of breastfeeding on the health of the child and the breastfeeding mother, as well as the economic impact. 22 Rollins NC, Bhandari N, Hajeebhoy N, Horton S, Lutter CK, Martines JC, et al. Why invest, and what it will take to improve breastfeeding practices?. Lancet. 2016;387:491-504.,33 Victora CG, Horta BL, de Mola CL, Quevedo L, Pinheiro RT, Gigante DP, et al. Association between breastfeeding and intelligence, educational attainment, and income at 30 years of age: a prospective birth cohort study from Brazil. Lancet Glob Health. 2015;3:e199-205. Scientific evidence demonstrates the dose-response effect of breastfeeding, especially against morbidity and mortality due to infectious diseases 44 Victora CG, Bahl R, Barros AJ, França GV, Horton S, Krasevec J, et al. Breastfeeding in the 21st century: epidemiology, mechanisms, and lifelong effect. Lancet. 2016;387:475-90.,55 Sankar MJ, Sinha B, Chowdhury R, Bhandari N, Taneja S, Martines J, et al. Optimal breastfeeding practices and infant and child mortality: a systematic review and meta-analysis. Acta Paediatr. 2015;104:3-13. and overweight/obesity, 66 Horta BL, Loret de Mola C, Victora CG. Long-term consequences of breastfeeding on cholesterol, obesity, systolic blood pressure and type 2 diabetes: a systematic review and meta-analysis. Acta Paediatr. 2015;104:30-7.

7 Liese AD, Hirsch T, von Mutius E, Keil U, Leupold W, Weiland SK. Inverse association of overweight and breast feeding in 9-10-year-old children in Germany. Int J Obes Relat Metab Disord. 2001;25:1644-50.

8 Fallahzadeh H, Golestan M, Rezvanian T, Ghasemian Z. Breast-feeding history and overweight in 11-13-year-old children in Iran. World J Pediatr. 2009;5:36-41.
-99 Harder T, Bergmann R, Kallischnigg G, Plagemann A. Duration of breastfeeding and risk of overweight: a meta-analysis. Am J Epidemiol. 2005;162:397-403. favoring orofacial development 1010 Peres KG, Cascaes AM, Nascimento GG, Victora CG. Effect of breastfeeding on malocclusions: a systematic review and meta-analysis. Acta Paediatr. 2015;104:54-61.,1111 Pires SC, Giugliani ER, Caramez da Silva F. Influence of the duration of breastfeeding on quality of muscle function during mastication in preschoolers: a cohort study. BMC Public Health. 2012;12:934. and the intelligence quotient. 33 Victora CG, Horta BL, de Mola CL, Quevedo L, Pinheiro RT, Gigante DP, et al. Association between breastfeeding and intelligence, educational attainment, and income at 30 years of age: a prospective birth cohort study from Brazil. Lancet Glob Health. 2015;3:e199-205.,1212 Hoefer C, Hardy MC. Later development of breast fed and artificially fed infants: comparison of physical and mental growth. J Am Med Assoc. 1929;92:615-9.

13 Horta BL, Loret de Mola C, Victora CG. Breastfeeding and intelligence: a systematic review and meta-analysis. Acta Paediatr Oslo Nor. 2015;104:14-9.
-1414 Belfort MB, Rifas-Shiman SL, Kleinman KP, Guthrie LB, Bellinger DC, Taveras EM, et al. Infant feeding and childhood cognition at ages 3 and 7 years: effects of breastfeeding duration and exclusivity. JAMA Pediatr. 2013;167:836-44.

Despite the WHO recommendation, the maintenance of breastfeeding after the first year of the child's life is practiced by few women, being more common in low-income countries, where the prevalence of BF at 12 months and 24 months is higher than 90% and 60%, respectively. 44 Victora CG, Bahl R, Barros AJ, França GV, Horton S, Krasevec J, et al. Breastfeeding in the 21st century: epidemiology, mechanisms, and lifelong effect. Lancet. 2016;387:475-90. In most high-income populations, this prevalence is below 20%, with important differences between countries, such as Norway (38%), the United States (27%), Sweden (16%), and the United Kingdom (˂1%). 44 Victora CG, Bahl R, Barros AJ, França GV, Horton S, Krasevec J, et al. Breastfeeding in the 21st century: epidemiology, mechanisms, and lifelong effect. Lancet. 2016;387:475-90. In Brazil, despite the significant advances in BF indicators, since the 1980s, less than half of the children aged between 12 and 14 months and approximately one-third of those aged 21-23 months are breastfed. 1515 Ministério da Saúde. Pesquisa Nacional de Demografia e Saúde da Criança e da Mulher - PNDS 2006: dimensões do processo reprodutivo e da saúde da criança. Brasília: Ministério da Saúde; 2009. Available from: http://bvsms.saude.gov.br/bvs/publicacoes/pnds crianca mulher.pdf [cited 08.04.17].
http://bvsms.saude.gov.br/bvs/publicacoe...
,1616 Boccolini CS, Boccolini P, Giugliani ERJ, Venâncio S, Monteiro F. Tendência de indicadores do aleitamento materno no Brasil em três décadas. Rev Saude Publ. No prelo; 2017.

Early weaning determinants have been widely assessed. 1717 Wijndaele K, Lakshman R, Landsbaugh JR, Ong KK, Ogilvie D. Determinants of early weaning and use of unmodified cow's milk in infants: a systematic review. J Acad Nutr Diet. 2009;109:2017-28.

18 Garcia AH, Voortman T, Baena CP, Chowdhurry R, Muka T, Jaspers L, et al. Maternal weight status, diet, and supplement use as determinants of breastfeeding and complementary feeding: a systematic review and meta-analysis. Nutr Rev. 2016;74:490-516.
-1919 Turcksin R, Bel S, Galjaard S, Devlieger R. Maternal obesity and breastfeeding intention, initiation, intensity and duration: a systematic review. Matern Child Nutr. 2014;10:166-83. However, little is known about factors associated with continued breastfeeding after 12 months. A Brazilian study found that, unlike what is reported for early weaning that the presence of the child's father in the home was a protective factor for BF, 2020 Quinlan RJ, Quinlan MB, Flinn MV. Parental investment and age at weaning in a Caribbean village. Evol Hum Behav. 2003;24:1-16.,2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95. the cohabitation with the husband/partner was a risk factor for the maintenance of BF for 2 years or more. 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73. This discrepancy raises the suspicion that some factors involved in the maintenance of breastfeeding for a longer period differ from those associated with early weaning.

The present review aimed to collect the available evidences to increase the knowledge about factors involved in breastfeeding maintenance for 12 months or more, organizing the factors hierarchically, according to their proximity to the outcome. The results shown here may guide future research on continuous BF, in addition to helping in the establishment of measures that promote longer breastfeeding duration.

Methods

This is a systematic review using a pre-established protocol for searching, selecting, and collecting data, adapted to the recommendations of the Preferred Reporting Items for Systemic Reviews (PRISMA) guidelines for meta-analysis and systematic review studies. 2323 Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. Ann Intern Med. 2009;151:264-9. As few studies that addressed the maintenance of breastfeeding for 2 years or more were retrieved, the authors chose to study this practice for 12 months or more.

A search was carried out in the Pubmed/Medline, Scielo and Lilacs databases, using the following search terms, based on the Descriptors in Science and Health and Medical Subject Headings (MeSH): aleitamento materno, amamentação, breast feeding, breastfeeding, breast milk, human milk, duração, duration, 12 meses, 12 months, 24 meses, 24 months, primeiro ano, first year, segundo ano, second year, prolong*/$, sustain*/$, exten*/$, continu*/$, long-t*/$, factor*/$, determ*/$ and predict*/$. The terms were combined through the Boolean operators AND, NOT, and AND NOT; the symbols (*) and ($) were used to complement the searched words according to their radical, varying with the used database. The terms "revisão, review, gestantes, pregnant woman, pregnancy, gestation, desnutrição, malnutrition" were incorporated into the search terms to facilitate the exclusion of publications that did not meet the criteria for this review. Articles addressing factors associated with breastfeeding, having as an outcome the maintenance of BF for at least 12 months, published between January 2004 and March 2016 and written in Portuguese or English, were selected. There were no restrictions regarding the study site, type of population, study design, and quality. Review articles (systematic or not) and qualitative studies were excluded.

Two independent reviewers carried out the searches and evaluated the articles based on their titles, abstracts, and full text when it was considered potentially eligible. Article inclusion and data extraction were also performed independently; the results were compared and the disagreements resolved by consensus between the two reviewers. In case of non-agreement between the researchers, a third reviewer was consulted.

The quality of evidence was evaluated according to criteria adapted from Parry et al. and Taylor et al. 2424 Parry LL, Netuveli G, Parry J, Saxena S. A systematic review of parental perception of overweight status in children. J Ambul Care Manag. 2008;31:253-68.,2525 Taylor BJ, Dempster M, Donnelly M. Grading gems: appraising the quality of research for social work and social care. Br J Soc Work. 2007;37:335-54. These criteria take into account: type of study (internal validity), structured summary, introduction with scientific basis and logical explanation, population recruitment method, selection of predefined sampling, information on data collection tools, nonresponse rate information, interviewers' training, clearly defined method of outcome measurement, statistical analysis, result interpretation, study hypothesis and possible biases considered, result interpretation in the context of current evidence, and generalization. The maximum possible score, according to this criterion, is 30 points.

Once the factors that were tested for association with maintenance of breastfeeding for 12 months or more were identified, they were organized according to the hierarchical theoretical model proposed by Boccolini et al., 2626 Boccolini CS, de Carvalho ML, de Oliveira MIC. Factors associated with exclusive breastfeeding in the first six months of life in Brazil: a systematic review. Rev Saude Publ; 2015. p. 49, pii:S0034-89102015000100409. arranged in four levels according to the chronological proximity of the variables with the outcome. Level 1 (or distal level) grouped the characteristics prior to pregnancy: maternal socioeconomic and demographic characteristics, familial and/or domiciliary. Level 2 (or distal intermediate level) included prenatal care and events occurred during pregnancy. Level 3 (or proximal intermediate level) comprised the characteristics of delivery, immediate postpartum, and newborn care, in addition to events that occurred between childbirth and hospital discharge. Finally, level 4 (or proximal level) included the characteristics of the women and the infants related to the variables that occurred after hospital discharge, including the infant's feeding.

The variables related to nationality, place of residence (region, municipality, district, neighborhood), and area of residence (urban/rural, slum/not slum, countryside/capital) were classified as contextual factors, that is, characteristics related to the social, economic, and demographic context shared by the nursing mothers that can influence the duration of BF. 2626 Boccolini CS, de Carvalho ML, de Oliveira MIC. Factors associated with exclusive breastfeeding in the first six months of life in Brazil: a systematic review. Rev Saude Publ; 2015. p. 49, pii:S0034-89102015000100409.

Results

A total of 1174 potentially relevant articles for the review were retrieved (Medline n = 833, Lilacs n = 161, Scielo n = 177, and three were manually searched, that is, identified through the list of article citations in publications retrieved by searching the databases), of which 272 were selected for abstract reading. After reading these, 95 articles were selected for full-text reading; among these, 19 met the inclusion criteria and were selected to be part of the review. Fig. 1 shows the inclusion and exclusion flowchart of the articles and Table 1 summarizes the main characteristics and outcomes of the 19 studies.

Figure 1
Study inclusion and exclusion flowchart for the systematic review of factors associated with maintenance of breastfeeding for ≥12 months. 1212 Hoefer C, Hardy MC. Later development of breast fed and artificially fed infants: comparison of physical and mental growth. J Am Med Assoc. 1929;92:615-9.

Table 1
Main characteristics of the selected studies for a systematic review of factors associated with maintenance of breastfeeding for ≥ 12 months in descending order of year of publication.

Four studies were carried out in Brazil, 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.

28 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.
-2929 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14. three in the United States, 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7. two in Norway, 3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503. two in Italy, 3434 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.,3535 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82. and one in each of the following countries: Sri Lanka, 3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29. Sweden, 3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804. Qatar, 3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43. Haiti, 3939 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13. Australia, 4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409. Iran, 4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13. Turkey, 4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91. and East Timor. 4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. Of the 19 selected articles, seven were cohort 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,2929 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14.,3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,3434 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.,3535 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82.,4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409. and 12 were cross-sectional studies. 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.,3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.

37 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.

38 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.
-3939 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.

42 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.
-4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. The publication quality ranged from 13 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40. to 26 points. 3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.

Seventy-five factors were tested for the association with maintenance of breastfeeding for 12 months or more (Fig. 2). The number of associations of the same variable with the outcome may be higher than the number of studies investigating it, since some authors have categorized the same variable into more than two categories or evaluated it under different aspects. Yalçin et al., 4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91. for instance, investigated active maternal exposure to tobacco, as well as exposure to passive smoke.

Figure 2
Hierarchical theoretical model of the variables evaluated for possible association with maintenance of breastfeeding for ≥12 months of age.

aVariable (number of evaluations of the association with outcome/number of associations with outcome).


The distal level was the hierarchical level submitted to the most evaluations (20 variables and 93 evaluations), followed by the proximal (23 variables and 73 evaluations), proximal intermediate (20 variables and 52 evaluations), and distal intermediate (nine variables and 16 evaluations). Contextual factors, although encompassing only three variables, were evaluated 22 times.

The factors most frequently assessed were: level of schooling 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,2929 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14.,3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.

32 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.

33 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.

34 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.

35 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82.
-3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.

39 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.

40 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.

41 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.

42 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.
-4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. and maternal age 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.

28 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.
-2929 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14.,3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.

32 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.
-3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,3535 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82.,3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.

39 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.

40 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.

41 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.

42 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.
-4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97.; parity, 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.

31 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.
-3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,3434 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.

35 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82.
-3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.

39 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.

40 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.

41 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.

42 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.
-4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. maternal occupation 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,2929 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14.,3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,3434 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.

35 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82.
-3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.,3939 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.

42 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.
-4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. and region of residence 2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.

31 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.

32 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.
-3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,3939 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.

40 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.

41 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.

42 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.
-4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97.; child's gender 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.,3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.

42 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.
-4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97.; maternal exposure to tobacco 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.

33 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.
-3434 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.,3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.,4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.; family income 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.

29 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14.

30 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.
-3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.,3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.

37 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.

38 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.
-3939 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.,4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.,4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97.; type of delivery 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.,3434 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.

35 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82.

36 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.

37 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.
-3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.,4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.; and maternal marital status. 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.,2929 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14.,3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.,3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,3535 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82.,3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409. The number of evaluations of the assessed factors is shown in Fig. 2. Thirty-nine variables were associated with the outcome at least once; the most frequent were maternal age 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.,2929 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14.,3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.

32 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.
-3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91. and some type of maternal exposure to tobacco 3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.,4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91. (six associations), level of maternal schooling 3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.

32 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.
-3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13. (five associations), and number of children 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.,3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13. (four associations). Fig. 2 shows the number of times each variable was associated with the outcome.

The factors with the highest percentages of associations with breastfeeding maintenance for 12 months or more, considering the number of times they were tested, were children having parents as caregivers (100%), none maternal exposure to tobacco (54.5%), children and/or parents being immigrants/foreigners (50%), living in the urban area (42.9%), older mothers (40%), married mothers (37.5%), higher maternal level of schooling (31.3%), higher number of children (30.8%), and lower family income (30%).

Discussion

The knowledge of factors associated with the maintenance of breastfeeding for at least 12 months may help in the planning of health actions aimed at increasing the proportion of women who breastfeed according to the international recommendation of 2 years or more. The present systematic review identified 39 variables associated with maintaining breastfeeding for 12 months or more in at least one study.

Several factors grouped at the distal level, such as maternal older age and higher level of schooling, married mother, higher number of children, and lower family income, showed a high percentage of associations with the maintenance of breastfeeding for 12 months or more, considering the number of times they were tested. This finding demonstrates that the prolongation of breastfeeding suffers significant influence of socioeconomic and demographic characteristics. In turn, when exclusive breastfeeding is assessed in the first 6 months of life, factors closer to the outcome are those most frequently associated with this practice, such as maternal occupation, pre- and postpartum counseling, maternal knowledge about breastfeeding, and type of delivery. 2626 Boccolini CS, de Carvalho ML, de Oliveira MIC. Factors associated with exclusive breastfeeding in the first six months of life in Brazil: a systematic review. Rev Saude Publ; 2015. p. 49, pii:S0034-89102015000100409.,4444 Shifraw T, Worku A, Berhane Y. Factors associated exclusive breastfeeding practices of urban women in Addis Ababa public health centers, Ethiopia: a cross sectional study. Int Breastfeed J. 2015;10:22.,4545 Mekuria G, Edris M. Exclusive breastfeeding and associated factors among mothers in Debre Markos, Northwest Ethiopia: a cross-sectional study. Int Breastfeed J. 2015;10:1.

Six associations were found between older maternal age and breastfeeding maintenance for 12 months or more. This result can be attributed to the greater emotional stability and experience acquired with previous children, which allow the mother to deal with eventual complications during pregnancy, delivery, and the postpartum period. 4646 Faleiros FT, Trezza EM, Carandina L. Aleitamento materno: fatores de influência na sua decisão e duração. Rev Nutr. 2006;19:623-30.,4747 Queiros P de S, de Oliveira LR, Martins CL. Elementos que interferem na amamentação exclusiva: percepções de nutrizes, vol. 13. Rev Salud Pública; 2009. p. 6-14. A higher number of children favored the maintenance of BF. 3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13. As with maternal age, parity may be related to greater experience of women regarding several aspects that may positively influence BF. 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.

The association between maternal level of schooling and breastfeeding duration for 12 months or more was observed in six of the 16 studies that analyzed this association. 3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.

32 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.
-3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.,4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. These studies, mostly from high-income countries, found that higher levels of maternal schooling 3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.

32 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.
-3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13. were positively associated with longer BF duration, except for a study carried out in East Timor, which found an association between lower level of schooling and breastfeeding maintenance. 4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. This finding corroborates recent data published by Victora et al.,44 Victora CG, Bahl R, Barros AJ, França GV, Horton S, Krasevec J, et al. Breastfeeding in the 21st century: epidemiology, mechanisms, and lifelong effect. Lancet. 2016;387:475-90. indicating that, in high-income countries, breastfeeding is more common in women with a better socioeconomic level. In Brazil, a middle-income country, a systematic review found an association between a higher level of maternal schooling and the practice of exclusive breastfeeding in almost half of the reviewed studies. 2626 Boccolini CS, de Carvalho ML, de Oliveira MIC. Factors associated with exclusive breastfeeding in the first six months of life in Brazil: a systematic review. Rev Saude Publ; 2015. p. 49, pii:S0034-89102015000100409.

The association between lower family income and maintenance of breastfeeding for 12 months or more was detected in three 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.,3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.,4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. of the ten 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.

29 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14.

30 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.
-3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.,3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.

37 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.

38 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.
-3939 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.,4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.,4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. studies in which this variable was assessed. It is noteworthy that one of these three studies was carried out in Brazil, 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40. and the others in a high-income 3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804. (Sweden) and in a low-income (East Timor) country. 4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. It is worth remembering that, in the Swedish study, this finding may be associated with the fact that the women who breastfed longer were immigrants.3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804. In low- and middle-income countries, breastfeeding is one of the few health-related positive behaviors that is most prevalent among the poorest population. 44 Victora CG, Bahl R, Barros AJ, França GV, Horton S, Krasevec J, et al. Breastfeeding in the 21st century: epidemiology, mechanisms, and lifelong effect. Lancet. 2016;387:475-90. It is possible that this finding is related to the economic benefit of breastfeeding.22 Rollins NC, Bhandari N, Hajeebhoy N, Horton S, Lutter CK, Martines JC, et al. Why invest, and what it will take to improve breastfeeding practices?. Lancet. 2016;387:491-504.

Maternal marital status presented a different behavior regarding the association direction. Being a single mother was a protective factor for BF at 12 months or more and a risk factor at 2 years or more. 4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409. Further studies are required to better understand a possible ambivalent influence of the child's father/mother's partner on BF duration.

Previous experience with breastfeeding, 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40. presence of allergy/asthma in the children's parents and relatives, 3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503. attendance at prenatal consultations, 2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50. and the mother's intention to breastfeed during pregnancy 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95. were the distal intermediate level variables reported to be associated with the outcome. It is expected that prenatal consultations with information on breastfeeding, intention to breastfeed during pregnancy, and having previous experience with breastfeeding are factors that help women to face possible BF difficulties and, thus, promote the prolongation of breastfeeding. 4646 Faleiros FT, Trezza EM, Carandina L. Aleitamento materno: fatores de influência na sua decisão e duração. Rev Nutr. 2006;19:623-30.,4848 Wang W, Lau Y, Chow A, Chan KS. Breast-feeding intention, initiation and duration among Hong Kong Chinese women: a prospective longitudinal study. Midwifery. 2014;30:678-87.,4949 Tewabe T, Mandesh A, Gualu T, Alem G, Mekuria G, Zeleke H. Exclusive breastfeeding practice and associated factors among mothers in Motta town, East Gojjam zone, Amhara Regional State, Ethiopia, 2015: a cross-sectional study. Int Breastfeed J. 2016;12:12. The association between the presence of allergy/asthma in parents and family members may have its origin in the concern for children's health, since among the long-term benefits of breastfeeding is protection against asthma and eczema, especially in low-income countries. 5050 Lodge CJ, Tan DJ, Lau MX, Dai X, Tham R, Lowe AJ, et al. Breastfeeding and asthma and allergies: a systematic review and meta-analysis. Acta Paediatr. 2015;104:38-53.

Among the delivery and birth characteristics, although type of delivery was evaluated in nine 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.,3434 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.

35 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82.

36 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.

37 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.
-3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.,4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91. of the 19 selected studies, only one study demonstrated that vaginal delivery was a protection factor for maintenance of BF for 12 months or more. 3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29. In turn, several studies documented the association between cesarean-section delivery and early weaning. 5151 Saeed G, Fakhar S, Imran T, Abbas LK. The effect of modes of delivery on infants' feeding practices. Iran J Med Sci. 2011;36:128-32.

52 Weiderpass E, Barros FC, Victora CG, Tomasi E, Halpern R. Incidence and duration of breast-feeding by pattern of delivery: a longitudinal study in Southeastern Brazil. Rev Saude Publica. 1998;32:225-31.
-5353 Giugliani ER, do Espírito Santo LC, de Oliveira LD, Aerts D. Intake of water, herbal teas and non-breast milks during the first month of life: associated factors and impact on breastfeeding duration. Early Hum Dev. 2008;84:305-10. This apparent discrepancy is not surprising, since it appears reasonable that cesarean sections negatively interfere with BF at the beginning of the process and not with its maintenance for a prolonged period of time.

Among the factors classified as proximal, the absence of maternal exposure to smoking was the individual variable with the second highest number of evaluations (11) 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.

33 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.
-3434 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.,3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.,4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91. and associations (six). 3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.,4242 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91. Such association may be due to the negative interference of nicotine in breast milk production, 5454 Horta BL, Kramer MS, Platt RW. Maternal smoking and the risk of early weaning: a meta-analysis. Am J Public Health. 2001;91:304-7. as well as the profile of smoking women, less favorable to the maintenance of BF for a longer period of time. 3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804.

Three 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.,4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. of 14 evaluations 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,2929 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14.,3232 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.,3434 Bertino E, Varalda A, Magnetti F, Di Nicola P, Cester E, Occhi L, et al. Is breastfeeding duration influenced by maternal attitude and knowledge? A longitudinal study during the first year of life. J Matern Fetal Neonatal Med. 2012;25:32-6.

35 Carletti C, Pani P, Knowles A, Monasta L, Montico M, Cattaneo A. Breastfeeding to 24 months of age in the northeast of Italy: a cohort study. Breastfeed Med Off J Acad Breastfeed Med. 2011;6:177-82.
-3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.,3939 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.

42 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.
-4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. that assessed maternal work showed an association between this variable and duration of breastfeeding. Studies carried out in the United States 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95. and Iran 4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13. found that mothers working outside the home were less likely to maintain breastfeeding for 12 months or more. A study carried out in East Timor4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. showed the opposite, that is, working mothers were more likely to breastfeed their children aged 12 months. This is an association that deserves to be investigated, since maternal work outside the home can be expected to negatively interfere in breastfeeding maintenance due to the supposed physical separation between mother and child. It is possible that maternal work is more informal in East Timor, allowing women to take their children to work, thus favoring the maintenance of breastfeeding.

Two 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73.,2929 dos S Neto ET, Zandonade E, Emmerich AO. Analysis models for variables associated with breastfeeding duration. Rev Paul Pediatr. 2013;31:306-14. of the three studies that explored the association between pacifier use and maintenance of breastfeeding described longer BF duration among children who did not use this object. It has been well documented that pacifier use is strongly associated with early weaning and interruption of exclusive breastfeeding. 2626 Boccolini CS, de Carvalho ML, de Oliveira MIC. Factors associated with exclusive breastfeeding in the first six months of life in Brazil: a systematic review. Rev Saude Publ; 2015. p. 49, pii:S0034-89102015000100409.,5555 Buccini GD, Pérez-Escamilla R, Paulino LM, Araújo CL, Venancio SI. Pacifier use and interruption of exclusive breastfeeding: systematic review and meta-analysis. Matern Child Nutr. 2017;13:e12384. This review showed that pacifier use also negatively interferes with BF maintenance for at least 12 months.

Two studies investigated the interference of the mother's cohabitation with the child's father on the duration of BF. 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73. It has been previously reported that cohabitation with the child's father is a protective factor against early weaning. 2020 Quinlan RJ, Quinlan MB, Flinn MV. Parental investment and age at weaning in a Caribbean village. Evol Hum Behav. 2003;24:1-16. However, in the study conducted in Brazil, the mother's cohabitation with her partner/child's father was a risk factor for the maintenance of breastfeeding for 2 years or more. This discrepancy raises the hypothesis that fathers initially encourage breastfeeding, but that, after some time, due to lack of knowledge about the recommendation of breastfeeding duration for 2 years or more or for another reason, they discourage the practice. 2222 Martins EJ, Giugliani ER. Which women breastfeed for 2 years or more?. J Pediatr (Rio J). 2012;88:67-73. It has been reported that some fathers feel that breastfeeding is harmful to breasts; interferes with the relationship between the father and the child; interferes with the couple's relationship, including sexual intercourse; and causes feelings of exclusion, abandonment, and jealousy, among others. 5656 Sharma M, Petosa R. Impact of expectant fathers in breast-feeding decisions. J Am Diet Assoc. 1997;97:1311-3. Additionally, cohabitation with the husband/partner may result in more workload for the woman, especially if he does not share household chores with her.

Among the factors classified as contextual, the association between region of residence and breastfeeding for 12 months or more was investigated in 14 studies, 2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.

31 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.

32 Kristiansen AL, Lande B, Øverby NC, Andersen LF. Factors associated with exclusive breast-feeding and breast-feeding in Norway. Public Health Nutr. 2010;13:2087-96.
-3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,3939 Laterra A, Ayoya MA, Beaulière J-M, Bienfait M, Pachón H. Infant and young child feeding in four departments in Haiti: mixed-method study on prevalence of recommended practices and related attitudes, beliefs, and other determinants. Rev Panam Salud Publica. 2014;36:306-13.

40 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409.

41 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.

42 Yalçın SS, Yalçın S, Kurtuluş-Yiğit E. Determinants of continued breastfeeding beyond 12 months in Turkey: secondary data analysis of the Demographic and Health Survey. Turk J Pediatr. 2014;56:581-91.
-4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. and nine associations were found. 2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.,3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29.,4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13.,4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. In three studies, 3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3333 Lande B, Andersen LF, Veierød MB, Baerug A, Johansson L, Trygg KU, et al. Breast-feeding at 12 months of age and dietary habits among breast-fed and non-breast-fed infants. Public Health Nutr. 2004;7:495-503.,4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. two of them carried out in high-income countries, 3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,4343 Senarath U, Dibley MJ, Agho KE. Breastfeeding practices and associated factors among children under 24 months of age in Timor-Leste. Eur J Clin Nutr. 2007;61:387-97. living in an urban/metropolitan area was a protection factor for BF maintenance for 12 months or more. However, in three other studies carried out in Brazil, 2727 Demétrio F, Pinto EJ, Assis AM. Factors associated with early breastfeeding cessation: a birth cohort study in two municipalities in the Recôncavo region, Bahia State, Brazil. Cad Saude Publica. 2012;28:641-50. Iran, 4141 Hajian-Tilaki KO. Factors associated with the pattern of breastfeeding in the north of Iran. Ann Hum Biol. 2005;32:702-13. and Sri Lanka, 3636 Senarath U, Siriwardena I, Godakandage SS, Jayawickrama H, Fernando DN, Dibley MJ. Determinants of breastfeeding practices: an analysis of the Sri Lanka Demographic and Health Survey 2006-2007. Matern Child Nutr. 2012;8:315-29. middle-income countries, living in urban areas was characterized as a risk factor for long-term BF. This discrepancy between the results can be explained by cultural differences. The fact that three studies 2121 Langellier BA, Pia Chaparro M, Whaley SE. Social and institutional factors that affect breastfeeding duration among WIC participants in Los Angeles County, California. Matern Child Health J. 2012;16:1887-95.,3030 Singh GK, Kogan MD, Dee DL. Nativity/immigrant status, race/ethnicity, and socioeconomic determinants of breastfeeding initiation and duration in the United States, 2003. Pediatrics. 2007;119:S38-46.,3737 Wallby T, Hjern A. Region of birth, income and breastfeeding in a Swedish county. Acta Paediatr. 2009;98:1799-804. observed that being an immigrant favored the increased duration of breastfeeding corroborates this hypothesis.

The present review has the merit of being a comprehensive study, including studies from different countries with different methodological approaches, in addition to having organized the factors described in the literature as associated with longer BF duration in hierarchical levels, facilitating the understanding of the characteristics involved in the maintenance of breastfeeding for at least 12 months.

Conversely, the geographical heterogeneity of the studies included in the review may be a limitation to the applicability of the present results, as the risk factors and protection factors may vary according to the individual and environmental characteristics of the different population groups. The methodological limitations of some studies, including not using multivariate models for data analysis, 2828 Carrascoza KC, Júnior C, Luiz Á, de Moraes ABA. The early weaning and extended breastfeeding influent factors. Estud Psicol Camp. 2005;22:433-40.,3131 Li R, Darling N, Maurice E, Barker L, Grummer-Strawn LM. Breastfeeding rates in the United States by characteristics of the child, mother, or family: the 2002 National Immunization Survey. Pediatrics. 2005;115:e31-7.,3838 Al-Kohji S, Said HA, Selim NA. Breastfeeding practice and determinants among Arab mothers in Qatar. Saudi Med J. 2012;33:436-43.,4040 Hure AJ, Powers JR, Chojenta CL, Byles JE, Loxton D. Poor adherence to national and international breastfeeding duration targets in an Australian longitudinal cohort. PLoS ONE. 2013;8:e54409. may also have impaired some results. Moreover, several factors associated with BF maintenance were tested in only one study.

In conclusion, the maintenance of breastfeeding for 12 months or more is strongly influenced by contextual factors and some maternal sociodemographic characteristics. Factors related to prenatal care, delivery, and the postpartum period also influence the assessed outcome, but to a lesser degree. It is evident that the determinants of breastfeeding maintenance for 12 months or longer may differ between populations, as well as the magnitude of associations. Therefore, it is necessary to know the several factors associated with continued breastfeeding in different sociocultural contexts, so that interventions can be performed in the modifiable variables.

Nonetheless, some factors were associated with maintenance of breastfeeding in almost all the assessed places, such as the mother's older age, greater number of children, higher level of education, and non use of pacifiers by the child. Thus, the hierarchical theoretical model constructed with the results of this review, which describes the previously explored factors and those associated with BF maintenance, may guide future studies aimed at exploring the facilitators and obstacles to continued breastfeeding in different contexts.

  • Please cite this article as: Santana GS, Giugliani ER, Vieira TO, Vieira GO. Factors associated with breastfeeding maintenance for 12 months or more: a systematic review. J Pediatr (Rio J). 2018;94:104-122

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Publication Dates

  • Publication in this collection
    Mar-Apr 2018

History

  • Received
    16 Oct 2016
  • Accepted
    21 Apr 2017
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