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BRBN-T validation: adaptation of the Selective Reminding Test and Word List Generation

Validação da BRBN-T: adaptação do Selective Reminding Teste do Word List Generation

Abstracts

Objective

This study aims to present the Selective Reminding Test(SRT) and Word List Generation (WLG) adaptation to the Portuguese population, within the validation of the Brief Repeatable Battery of Neuropsychological Tests (BRBN-T) for multiple sclerosis (MS) patients.

Method

66 healthy participants (54.5% female) recruited from the community volunteered to participate in this study.

Results

A combination of procedures from Classical Test Theory (CTT) and Item Response Theory (ITR) were applied to item analysis and selection. For each SRT list, 12 words were selected and 3 letters were chosen for WLG to constitute the final versions of these tests for the Portuguese population.

Conclusion

The combination of CTT and ITR maximized the decision making process in the adaptation of the SRT and WLG to a different culture and language (Portuguese). The relevance of this study lies on the production of reliable standardized neuropsychological tests, so that they can be used to facilitate a more rigorous monitoring of the evolution of MS, as well as any therapeutic effects and cognitive rehabilitation.

neuropsychological tests; multiple sclerosis; working memory; verbal fluency; psychometrics


Objectivo

Este estudo tem como objectivo a adaptação do Selective Reminding Test (SRT) e do Word List Generation (WLG)para a população portuguesa, no decurso da validação da Brief Repeatable Battery of Neuropsychological Tests (BRBN-T) para doentes com esclerose múltipla (EM).

Método

66 sujeitos saudáveis (54.5% sexo feminino), foram recrutados da comunidade e voluntariaram-se para, participar neste estudo.

Resultados

Uma combinação de procedimentos da Teoria Clássica dos Testes (TCT) e da Teoria de Resposta ao Item (TRI) foi aplicada à análise e seleção dos itens. Para cada lista do SRT foram selecionadas 12 palavras e para o WLG foram escolhidas 3 letras, que constituem a versão final destes testes para a população Portuguesa.

Conclusões

A combinação da TCT e da TRI maximizou a tomada de decisão na seleção de itens na adaptação do SRT e do WLG para uma língua e cultura diferentes (o Português). A relevância deste estudo prende-se com a produção de testes de avaliação neuropsicológica fidedignos, que podem ser utilizados na monitorização rigorosa da evolução da EM, efeitos da terapêutica e reabilitação cognitiva.

testes neuropsicológicos; esclerose múltipla; memória de curto prazo; fluência verbal; psicometria


Multiple sclerosis (MS) is a chronic, neurodegenerative disease whose various neurological manifestations have a multidimensional impact on patients’ lives and clinical status1.Solari A, Mancuso L, Motta A, Mendozzi L, Serrati C. Comparison of two brief neuropsychological batteries in people with multiple sclerosis. Mult Scler. 2002;8(2):169-76. doi:10.1191/1352458502ms780oa,2.Bilgi E, Ӧzdemir HH, Bingol A, Bulut S. Evaluation of the effects of group psychotherapy on cognitive function in patients with multiple sclerosis with cognitive dysfunction and depression. Arq Neuropsiquiatr, 2015;73(2):90-5. doi:10.1590/0004-282X20140144. It mostly affects young adults, aged between 20 and 45 and it has a prevalence of about 450,000 patients in Europe and around 5000 patients in Portugal3.Sá MJ. Neurologia clínica: compreender as doenças neurológicas. Porto: Ed. Universidade Fernando Pessoa; 2009.. In addition to the physical symptoms associated with MS, 40 to 70% of the patients suffer from cognitive deficits that neurological exams cannot detect4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685,5.Amato MP, Ponziani G, Siracusa G, Sorbi S. Cognitive dysfunction in early-onset of multiple sclerosis: a reappraisal after 10 years. Arch Neurol. 2001;58(10):1602-6. doi:10.1001/archneur.58.10.1602,6.Brooks JB, Borela MC, Fragoso YD. Assessment of cognition using the Rao’s Brief Repeatable Battery of Neuropsychological Tests on a group of Brazilian patients with multiple sclerosis. Arq Neuropsiquiatr. 2011;69(6):887-91. doi:10.1590/S0004-282X2011000700007. This cognitive impairment can occur in the early stages of the disease and increase over time, having a negative impact on the MS patients’ quality of life2.Bilgi E, Ӧzdemir HH, Bingol A, Bulut S. Evaluation of the effects of group psychotherapy on cognitive function in patients with multiple sclerosis with cognitive dysfunction and depression. Arq Neuropsiquiatr, 2015;73(2):90-5. doi:10.1590/0004-282X20140144,4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685,5.Amato MP, Ponziani G, Siracusa G, Sorbi S. Cognitive dysfunction in early-onset of multiple sclerosis: a reappraisal after 10 years. Arch Neurol. 2001;58(10):1602-6. doi:10.1001/archneur.58.10.1602,7.Costa DC, Sá MJ, Calheiros JM. The effect of social support on the quality of life of patients with multiple sclerosis. Arq Neuropsiquiartr. 2012;70(2):108-13. doi:10.1590/S0004-282X2012000200007.

Given the frequency and the importance of the cognitive impairment of MS, appropriate neuropsychological assessment is an extremely relevant complementary procedure to neurological exams4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685,8.Aupperle RL, Beatty WW, Shelton FN, Gontkovsky, ST. Three screening batteries to detect cognitive impairment in multiple sclerosis. Mult Scler. 2002;8(5):382-9. doi:10.1191/1352458502ms832oa. These results, supported by normative quality data, provide important support for clinical and therapeutic decisions, assessment of intervention efficacy and MS research1.Solari A, Mancuso L, Motta A, Mendozzi L, Serrati C. Comparison of two brief neuropsychological batteries in people with multiple sclerosis. Mult Scler. 2002;8(2):169-76. doi:10.1191/1352458502ms780oa.Therefore, it is important to have instruments that are sensitive, reliable and easy to administer in order to implement neuropsychological assessment as a part of the routine care of MS patients. In recent years, brief test batteries to assess cognition in MS have been proposed and the most commonly reported in the literature is the Brief Repeatable Battery of Neuropsychological Tests (BRBN-T) which has been validated in several cultures and languages1.Solari A, Mancuso L, Motta A, Mendozzi L, Serrati C. Comparison of two brief neuropsychological batteries in people with multiple sclerosis. Mult Scler. 2002;8(2):169-76. doi:10.1191/1352458502ms780oa,4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685,8.Aupperle RL, Beatty WW, Shelton FN, Gontkovsky, ST. Three screening batteries to detect cognitive impairment in multiple sclerosis. Mult Scler. 2002;8(5):382-9. doi:10.1191/1352458502ms832oa and has proved to be one of the most sensitive measures for detecting cognitive impairment in MS6.Brooks JB, Borela MC, Fragoso YD. Assessment of cognition using the Rao’s Brief Repeatable Battery of Neuropsychological Tests on a group of Brazilian patients with multiple sclerosis. Arq Neuropsiquiatr. 2011;69(6):887-91. doi:10.1590/S0004-282X2011000700007,9.Sepulcre J, Vanotti S, Hernández R, Sandoval G, Cáceres F, Garcea O et al. Cognitive impairment in patients with multiple sclerosis using the Brief Repeatable Battery-Neuropsychological test. Mult Scler. 2006;12(2):187-95. doi:10.1191/1352458506ms1258o,1010 .Strober L, Englert J, Munschauer F, Weinstock-Guttman B, Rao S, Benedict, RH. Sensitivity of conventional memory tests in multiple sclerosis: comparing the Rao Brief Repeatable Neuropsychological Battery and the Minimal Assessment of Cognitive Function in MS. Mult Scler. 2009;15(9):1077-84. doi:10.1177/1352458509106615. As the MS cognitive deficits most frequently involve working and episodic memory, sustained attention, information processing speed and mental flexibility6.Brooks JB, Borela MC, Fragoso YD. Assessment of cognition using the Rao’s Brief Repeatable Battery of Neuropsychological Tests on a group of Brazilian patients with multiple sclerosis. Arq Neuropsiquiatr. 2011;69(6):887-91. doi:10.1590/S0004-282X2011000700007,9.Sepulcre J, Vanotti S, Hernández R, Sandoval G, Cáceres F, Garcea O et al. Cognitive impairment in patients with multiple sclerosis using the Brief Repeatable Battery-Neuropsychological test. Mult Scler. 2006;12(2):187-95. doi:10.1191/1352458506ms1258o,1111 .Guimarães J, Sá MJ. Cognitive dysfunction in multiple sclerosis. Front Neurol. 2012;3:74 doi:10.3389/fneur.2012.00074., Rao et al.4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685 found that the most sensitive tests for detecting cognitive impairment in this disease were: Selective Reminding Test (SRT),10/36 Spatial Recall Test (SPART), Symbol Digit Modalities Test (SDMT), Paced Auditory Serial Addition Test (PASAT) and Word List Generation (WLG)1.Solari A, Mancuso L, Motta A, Mendozzi L, Serrati C. Comparison of two brief neuropsychological batteries in people with multiple sclerosis. Mult Scler. 2002;8(2):169-76. doi:10.1191/1352458502ms780oa,4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685,1010 .Strober L, Englert J, Munschauer F, Weinstock-Guttman B, Rao S, Benedict, RH. Sensitivity of conventional memory tests in multiple sclerosis: comparing the Rao Brief Repeatable Neuropsychological Battery and the Minimal Assessment of Cognitive Function in MS. Mult Scler. 2009;15(9):1077-84. doi:10.1177/1352458509106615. There is a consensus regarding BRBN-T psychometric properties, particularly its sensitivity and reliability in detecting cognitive impairment4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685,6.Brooks JB, Borela MC, Fragoso YD. Assessment of cognition using the Rao’s Brief Repeatable Battery of Neuropsychological Tests on a group of Brazilian patients with multiple sclerosis. Arq Neuropsiquiatr. 2011;69(6):887-91. doi:10.1590/S0004-282X2011000700007,8.Aupperle RL, Beatty WW, Shelton FN, Gontkovsky, ST. Three screening batteries to detect cognitive impairment in multiple sclerosis. Mult Scler. 2002;8(5):382-9. doi:10.1191/1352458502ms832oa. A study by Strober1010 .Strober L, Englert J, Munschauer F, Weinstock-Guttman B, Rao S, Benedict, RH. Sensitivity of conventional memory tests in multiple sclerosis: comparing the Rao Brief Repeatable Neuropsychological Battery and the Minimal Assessment of Cognitive Function in MS. Mult Scler. 2009;15(9):1077-84. doi:10.1177/1352458509106615 and Sepulcre9.Sepulcre J, Vanotti S, Hernández R, Sandoval G, Cáceres F, Garcea O et al. Cognitive impairment in patients with multiple sclerosis using the Brief Repeatable Battery-Neuropsychological test. Mult Scler. 2006;12(2):187-95. doi:10.1191/1352458506ms1258o found that BRBN-T has discriminative validity, as it distinguishes MS from healthy controls, with MS patients performing worse than the controls. Many studies have also showed that BRBN-T test results are correlated with multiple brain MRI measures, such as ventricle enlargement1212 .Christodoulou C, Krupp LB, Liang Z, Huang W, Melville P, Roque C et al. Cognitive performance and MR markers of cerebral injury in cognitively impaired MS patients. Neurology. 2003;60(11):1793-8. doi:10.1212/01.WNL.0000072264.75989.B8, neocortical volume1313 .Amato MP, Bartolozzi ML, Zipoli V, Portaccio E, Mortilla M, Guidi L et al. Neocortical volume decrease in relapsing-remitting MS patients with mild cognitive impairment. Neurology. 2004;63(1):89-93. doi:10.1212/01.WNL.0000129544.79539.D5 and reveal longitudinal changes in MS5.Amato MP, Ponziani G, Siracusa G, Sorbi S. Cognitive dysfunction in early-onset of multiple sclerosis: a reappraisal after 10 years. Arch Neurol. 2001;58(10):1602-6. doi:10.1001/archneur.58.10.1602.

The surplus values associated with the use of psychological tests is that they provide a common measurement scale, and hence the potential for ascertaining the differences and similarities in unobservable aspects of interest in a population1414 .Raykov T. A method for testing group differences of scale validity in multiple population studies. Br J Math Stat Psychol. 2005;58(1):173-84. doi:10.1348/000711005X38005,1515 .Ardilla A. Directions of research in cross-cultural neuropsychology. J Clin Exp Neuropsychol. 1995;17(1):143-50. doi:10.1080/13803399508406589,1616 .American Educational Research Association (AERA); American Psychological Association (APA); National Council on Measurement in Education (NCME). Standards for educational and psychological testing. Washington, DC: American Educational Research Association; 1999.. However, this potential cannot be fully realized, unless tests are used with comparable validity in all the populations involved1414 .Raykov T. A method for testing group differences of scale validity in multiple population studies. Br J Math Stat Psychol. 2005;58(1):173-84. doi:10.1348/000711005X38005. Cross-cultural differences are considered an important issue in any research that deals with neuropsychological assessment1515 .Ardilla A. Directions of research in cross-cultural neuropsychology. J Clin Exp Neuropsychol. 1995;17(1):143-50. doi:10.1080/13803399508406589,1616 .American Educational Research Association (AERA); American Psychological Association (APA); National Council on Measurement in Education (NCME). Standards for educational and psychological testing. Washington, DC: American Educational Research Association; 1999.. Despite the fact that cognitive disturbances associated with brain pathology have similar manifestations across the human species, cognitive abilities measured by neuropsychological tests represent, at least in their contents, culturally learned abilities1515 .Ardilla A. Directions of research in cross-cultural neuropsychology. J Clin Exp Neuropsychol. 1995;17(1):143-50. doi:10.1080/13803399508406589. Human performance on neuropsychological tests is, therefore, influenced by a range of moderating variables, such as: culture, primary language and level of education1414 .Raykov T. A method for testing group differences of scale validity in multiple population studies. Br J Math Stat Psychol. 2005;58(1):173-84. doi:10.1348/000711005X38005,1515 .Ardilla A. Directions of research in cross-cultural neuropsychology. J Clin Exp Neuropsychol. 1995;17(1):143-50. doi:10.1080/13803399508406589. For these reasons, the assessment of a different cultural group using the original neuropsychological tests, procedures and norms, results in conceptual errors in assessment1414 .Raykov T. A method for testing group differences of scale validity in multiple population studies. Br J Math Stat Psychol. 2005;58(1):173-84. doi:10.1348/000711005X38005,1515 .Ardilla A. Directions of research in cross-cultural neuropsychology. J Clin Exp Neuropsychol. 1995;17(1):143-50. doi:10.1080/13803399508406589,1616 .American Educational Research Association (AERA); American Psychological Association (APA); National Council on Measurement in Education (NCME). Standards for educational and psychological testing. Washington, DC: American Educational Research Association; 1999.,1717 .Almeida L, Freire T. Metodologia de investigação científica em psicologia e educação. 5a ed. Braga: Psiquilíbrios; 2003..

Thus, in order to routinely implement neuropsychological assessment in MS, we need to devise accurate neuropsychological tests, with determined and established norms, validated for the specific population we intend to analyze1616 .American Educational Research Association (AERA); American Psychological Association (APA); National Council on Measurement in Education (NCME). Standards for educational and psychological testing. Washington, DC: American Educational Research Association; 1999.,1818 .Ferreira AI, Almeida L, Prieto G. The role of processes and contents in human memory: an item response theory approach. J Cogn Psychol. 2011;23(7):873-85. doi:10.1080/20445911.2011.584692. This study is part of a project whose goal is to improve the neuropsychological assessment of MS patients in Portugal, through the adaptation and validation of the BRBN-T. As SRT and WLG are tests with a strong verbal content (they use a list of words and a set of letters, respectively), special attention is needed when adapting them to other languages (e.g. Portuguese). In this case, a precise translation requires the maintenance of words frequency between the original (English) and the target language (Portuguese)1919 .Campo P, Morales M, Juan-Malpartida M. Development of two spanish versions of the verbal selective reminding test. J Clin Exp Neuropsychol. 2000;22(2):279-85. doi:10.1076/1380-3395(200004)22:2;1-1;FT279. This exploratory study aims to adapt the SRT and WLG to the Portuguese context, and for the effect a combination of procedures from Classical Test Theory (CTT) and Item Response Theory (IRT) approaches was used in order to maximize the decision making process for words and letters selection.

METHOD

Subjects

Sixty-six healthy participants participated in the study and gave informed consent. The participants were recruited among relatives and friends from the medical team of the hospital and from the research team, among relatives and friends of MS patients from the MS Outpatient Clinic (Hospital de S. João) and word of mouth. All participants were aware of the experimental nature of this study. The sociodemographic characteristics of the healthy participants are presented in Table 1. The majority of the participants who performed in the battery of tests was women (54.5%) with an average age of 36,4 years old (ranging from 21 to 59) and not graduated (57.6%).

Table 1
Sociodemographic characteristics of the healthy participants undergoing Selective Reminding Test andWord List Generation Portuguese adaptation (N = 66).

Inclusion criteria for the study were: i) age 20 or older, ii) Portuguese as their native language, iii) attended school in Portugal, iv) completed primary school. Exclusion criteria for the study were: i) neurological disorder, ii) serious head injury, iii) major psychiatric illness, iv) history of alcohol or drug abuse, v) learning disability, vi) other major medical illnesses and vii) regular dosage of antidepressants or anxiolytics. Every person had the necessary vision, audition and motor skills to complete the testing.

Data collection was previous approved by the Portuguese Data Protection Authority and by the ethical committee of Hospital de São João.

Neuropsychological tests procedures

The participants were examined by two well-trained neuropsychologists. The tests used in this exploratory study were administrated in a standardized way and in a fixed order: (i) SRT2020 .Buschke H, Fuld PA. Evaluating storage, retention, and retrieval in disordered memory and learning. Neurology. 1974;24(11):1019-25. doi:10.1212/WNL.24.11.1019, (ii) WLG4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685, (iii) Symbol Search2121 .Wechsler D. WAIS-III: Manual da escala de inteligência de Wechsler para adultos - Terceira Edição. Lisboa: CEGOC-TEA; 2008., (iv)Coding2121 .Wechsler D. WAIS-III: Manual da escala de inteligência de Wechsler para adultos - Terceira Edição. Lisboa: CEGOC-TEA; 2008.and (v) Delayed recall of the SRT. The administration of all of the tests took approximately 25 minutes.

(i) Selective Reminding Test (SRT): measures verbal learning and memory through a learning task in a paradigm of multiple trials. The list includes 12 words which the examiner reads at a rate of one word per two seconds. The participant is instructed to recall all 12 words. In every consecutive trial only the words that are missed in the preceding one are given to the participant. After 15 minutes, the participant is asked to recall the 12-word list. The SRT distinguishes between short-term and long-term memory components and also examines the consistency of retrieval from long-term memory. The test was scored according to the rules previously published4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685,2020 .Buschke H, Fuld PA. Evaluating storage, retention, and retrieval in disordered memory and learning. Neurology. 1974;24(11):1019-25. doi:10.1212/WNL.24.11.1019.

(ii) Word List Generation (WLG): evaluates the spontaneous production of words and mental flexibility, when given a letter from the alphabet and within a limited amount of time (one minute) (phonemic verbal fluency task). The scoring procedures consist of totaling the correct responses4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685.

(iii) Symbol Search and (iv) Coding: two subtests from the Wechsler Adult Intelligence Scale-III that evaluate information processing speed2121 .Wechsler D. WAIS-III: Manual da escala de inteligência de Wechsler para adultos - Terceira Edição. Lisboa: CEGOC-TEA; 2008..

Translation and adaptation of SRT and WLG

Many authors maintain that it is more suitable to translate words and expressions from the original test into those with the same frequency of use in the target language (in this case, Portuguese)1919 .Campo P, Morales M, Juan-Malpartida M. Development of two spanish versions of the verbal selective reminding test. J Clin Exp Neuropsychol. 2000;22(2):279-85. doi:10.1076/1380-3395(200004)22:2;1-1;FT279, as an effort to approximate the level of difficulty of the words in the two languages1616 .American Educational Research Association (AERA); American Psychological Association (APA); National Council on Measurement in Education (NCME). Standards for educational and psychological testing. Washington, DC: American Educational Research Association; 1999.,1919 .Campo P, Morales M, Juan-Malpartida M. Development of two spanish versions of the verbal selective reminding test. J Clin Exp Neuropsychol. 2000;22(2):279-85. doi:10.1076/1380-3395(200004)22:2;1-1;FT279,2222 .Hambleton R. K. Adapting educational and psychological tests for cross-cultural assessment. New Jersey: Lawrence Erlbaum; 2005..

During the translation process, the Basic Vocabulary of Portuguese2323 .Universidade de Lisboa, Centro de Linguística. Português fundamental, vocabulário e gramática. Lisboa: Instituto Nacional de Investigação Científica; 1984. Tomo 1, Vocabulário. was used by two independent linguists to translate the lists of words according to the norms for word frequency in English and Portuguese1616 .American Educational Research Association (AERA); American Psychological Association (APA); National Council on Measurement in Education (NCME). Standards for educational and psychological testing. Washington, DC: American Educational Research Association; 1999.,2222 .Hambleton R. K. Adapting educational and psychological tests for cross-cultural assessment. New Jersey: Lawrence Erlbaum; 2005.. Following this, the translations were analyzed by a group of neuropsychologists that constructed experimental versions for this study (18 words were tested for each list). The selection of letters followed a similar procedure: within the original forms of WLG 5 letters which present equivalent levels of frequency and difficulty in the Portuguese lexicon were tested in this study.

Item analysis and selection

Item analysis and selection was based on a set of criteria established according to the CTT and IRT. The decision for the inclusion of IRT parameters, which is very useful when validating and studying neuropsychological test batteries2424 .Prieto G, Delgado AR, Perea MV, Ladera V. Scoring neuropsychological tests using the Rasch model: an illustrative example with the Rey-Osterrieth Complex Figure. Clin Neuropsychol. 2010;24(1):45-56. doi:10.1080/13854040903074645, is related to the advantages associated with this approach (e.g. people and item results are calibrated on a common scale)1212 .Christodoulou C, Krupp LB, Liang Z, Huang W, Melville P, Roque C et al. Cognitive performance and MR markers of cerebral injury in cognitively impaired MS patients. Neurology. 2003;60(11):1793-8. doi:10.1212/01.WNL.0000072264.75989.B8,2525 .Magno C. Demonstrating the differences between classical tests theory and item response theory using derived test data. Int J Educ Psychol Assess. 2009;1(1):1-11.. Item difficulty index(P) and item discrimination index(D) were included to select the words for the final lists in SRT. P refers to the proportion of participants that responds correctly to the item (P = R / T; R = number of correct responses to the item; T= total number of responses). The results range from 0 (all participants fail) and 1 (all participants succeed)1717 .Almeida L, Freire T. Metodologia de investigação científica em psicologia e educação. 5a ed. Braga: Psiquilíbrios; 2003.. Garret’s typology was used as a guideline regarding the P values to select the twelve words for each list: 50% of the words between 0.25 and 0.75, 25% below 0.25 and 25% above 0.751717 .Almeida L, Freire T. Metodologia de investigação científica em psicologia e educação. 5a ed. Braga: Psiquilíbrios; 2003..

D refers to the degree in which an item differentiates in the same direction as the global test, ranging from -1.0 to + 1.0. The formula used to calculate this index is 1 – number of participants that succeed on the item; n0 - number of participants that failed on the item)1616 .American Educational Research Association (AERA); American Psychological Association (APA); National Council on Measurement in Education (NCME). Standards for educational and psychological testing. Washington, DC: American Educational Research Association; 1999.,1717 .Almeida L, Freire T. Metodologia de investigação científica em psicologia e educação. 5a ed. Braga: Psiquilíbrios; 2003.. The discriminatory power – asymmetry coefficient and kurtosis coefficient - and normality – Kolmogorov-Smirnov Test - were also analyzed considering the CTT approach. (X1 – mean of the test scores of the participants that succeed on the item; X – overall mean on the global test; SD – standard deviation of the results; n – total number of participants; n

As IRT measures item adjustment – infit and outfit mean square – and the range of the person measures estimates were used. In this case, the items are analyzed in order to know if they fit the model (p < 0.01) or, on the contrary, if they present excessive infit and outfit measures1212 .Christodoulou C, Krupp LB, Liang Z, Huang W, Melville P, Roque C et al. Cognitive performance and MR markers of cerebral injury in cognitively impaired MS patients. Neurology. 2003;60(11):1793-8. doi:10.1212/01.WNL.0000072264.75989.B8. The range of person measure estimates represents the amplitude of the difficulty of the participants (between the best and the worst performance on the LOGIT measures)1818 .Ferreira AI, Almeida L, Prieto G. The role of processes and contents in human memory: an item response theory approach. J Cogn Psychol. 2011;23(7):873-85. doi:10.1080/20445911.2011.584692,2626 .Bond TG, Fox CM. Applying the Rasch model. Mahwah, NJ: Lawrence Erlbaum; 2007..

Data analysis

The statistical analyses were performed with IBM PASW 18 software - descriptive statistics, t-test, asymmetry coefficients, kurtosis coefficients and Kolmogorov-Smirnov test - and with Winsetps software for IRT analyses (item adjustment - infit and outfit mean squares - and person measure estimate range).

RESULTS

Selective Reminding Test results

Three different lists were tested. Since each list was tested on only 22 participants, it was decided not to use IRT parameters. Therefore, the criteria for SRT analyses were the item difficulty index(P) and item discrimination index(D). The SRT index chosen as the basis of these analyses was Consistent Long Term Retrieval (CLTR) as prior research shows that CLTR is one of the most sensitive measures for recent memory4.Rao SM, Leo GJ, Bernardin L, Unverzagt F. Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology. 1991;41(5):685-91. doi:10.1212/WNL.41.5.685.

First, it was established that word selection would be based on the Pvalues according to Garret’s typology1717 .Almeida L, Freire T. Metodologia de investigação científica em psicologia e educação. 5a ed. Braga: Psiquilíbrios; 2003.. However, when there were words with the sameP, the chosen word would be the one that presented the bestD values (i.e., high correlated with other items).

Table 1 shows the results onD and P for each word in keeping with Garret’s typology1717 .Almeida L, Freire T. Metodologia de investigação científica em psicologia e educação. 5a ed. Braga: Psiquilíbrios; 2003.. Thus, the words chosen (ü) and their level of difficulty (low, medium or high) are indicated according to Garret’s typology1717 .Almeida L, Freire T. Metodologia de investigação científica em psicologia e educação. 5a ed. Braga: Psiquilíbrios; 2003.. It is important to note that, after the selection of the 12 words, they were randomized in order to constitute the final version of SRT for the Portuguese language. This procedure was followed for the other two remaining lists.

Word List Generation results

Five letters were tested – P, A, D, F and S – in the total sample (N = 66). In this case, the selection respected CTT and IRT criteria. The goal was to select three letters for the final version of the WLG test in Portuguese.

In the first stage, and after a literature review, it was concluded that if the effect of the variables “age” and “gender” on phonemic verbal fluency performance is not very consensual, the same is not true for “educational level”. Many studies have analyzed the influence of this variable on the performance of phonemic verbal fluency and a robust effect regarding the level of education has been demonstrated: the level of education is a strong predictor of the performance on this task, with increasing educational achievement being associated with higher fluency scores2727 .Hughes DL, Bryan J. Adult age differences in strategy use during verbal fluency test performance. J Clin Exp Neuropsychol. 2002;24(5):642-54. doi:10.1076/jcen.24.5.642.1002,2828 .Mathuranath PS, George A, Cherian PJ, Alexander A, Sarma SG, Sarma, PS. Effects of age, education and gender on verbal fluency. J Clin Exp Neuropsychol. 2003;25(8):1057-64. doi:10.1076/jcen.25.8.1057.16736,2929 .Oberg G, Ramírez M. Cross-linguistic meta-analysis of phonological fluency: normal performance across cultures. Int J Psychol. 2006;41(5):342-7. doi:10.1080/00207590500345872. Thus, the influence of the level of education on the participants’ performance for each letter was analyzed: D was the only one that did not differentiate between participants with high levels of education and participants with low levels of education (see Table 2). Therefore, D was excluded from the next analyses.

Table 2
The Item Difficulty Index and Item Discrimination Index for each letter of List A.

For each letter – P, A, F and S - item adjustment and the range of person measures estimate (IRT), as well as discriminatory power and normality (CTT) were analyzed. The goal was to select the three letters that presented best results for each parameter and then choose the three, which had the best performance for all of them. Table 3 shows the results for each letter for each of the parameters analyzed.

The results in Table 4 show that the letters do not match concerning both asymmetry and the kurtosis coefficient [-0.5, 0.5]. P, F and S presented the best asymmetry coefficients and P, A and S presented the best kurtosis coefficients. Regarding normality, P, A and F were the letters that presented a normal distribution with K-S values ≥ 0.05. Additionally, performance in phonemic verbal fluency was assessed to see if it fitted the model (p < 0.01) or if there were items with excessiveinfit and outfit mean square residuals3030 .Ferreira AI, Almeida LS, Prieto G. Construction of a memory battery for computerized administration, using item response theory. Psychol Rep. 2012;111(2):585-609. doi:10.2466/03.04.PR0.111.5.585-609. According to Linacre1212 .Christodoulou C, Krupp LB, Liang Z, Huang W, Melville P, Roque C et al. Cognitive performance and MR markers of cerebral injury in cognitively impaired MS patients. Neurology. 2003;60(11):1793-8. doi:10.1212/01.WNL.0000072264.75989.B8, the letters that best fitted the model (p < 0.01) are P, F and S. Regarding the range of person measures estimate, it was found that all letters had a wide range between the person with the highest and the person with the lowest performance score. However, the distribution was narrower for the letter F (-2.76 <Di < 0.97). Thus, as a result of these analyses, the letters selected for the Portuguese version of the WLG test were P, F and S.

Table 3
The influence of the level of education on the phonemic verbal fluency test (Descriptive statistics and t-test).
Table 4
Results for the letters P, A, F and S from the phonemic verbal fluency test (CCT and IRT parameters).

DISCUSSION

Over the last years, neuropsychological assessment of MS-related cognitive impairment has received growing attention in the routine care of these patients5.Amato MP, Ponziani G, Siracusa G, Sorbi S. Cognitive dysfunction in early-onset of multiple sclerosis: a reappraisal after 10 years. Arch Neurol. 2001;58(10):1602-6. doi:10.1001/archneur.58.10.1602,6.Brooks JB, Borela MC, Fragoso YD. Assessment of cognition using the Rao’s Brief Repeatable Battery of Neuropsychological Tests on a group of Brazilian patients with multiple sclerosis. Arq Neuropsiquiatr. 2011;69(6):887-91. doi:10.1590/S0004-282X2011000700007,8.Aupperle RL, Beatty WW, Shelton FN, Gontkovsky, ST. Three screening batteries to detect cognitive impairment in multiple sclerosis. Mult Scler. 2002;8(5):382-9. doi:10.1191/1352458502ms832oa,9.Sepulcre J, Vanotti S, Hernández R, Sandoval G, Cáceres F, Garcea O et al. Cognitive impairment in patients with multiple sclerosis using the Brief Repeatable Battery-Neuropsychological test. Mult Scler. 2006;12(2):187-95. doi:10.1191/1352458506ms1258o. Unfortunately, in many clinical settings neuropsychological batteries are no well-validated and this can compromise the usefulness of the results to MS patients care. The relevance of our study lies on the illustration of the key aspects from psychometric theory that must be considered when adapting neuropsychological tests to a new population, so that they can be considered reliable tools to assess cognition, in this case for MS patients. In this study, a combination of procedures from Classical Test Theory and Item Response Theory was applied to item analysis and selection. The decision for this combination was taken in order to draw the best of both approaches, enrich the decision making process, and refine the results of SRT and WLGadaptation, within the validation of BRBN-T to the Portuguese population of MS patients. In our opinion, the combination of these two approaches represents a contribution to a systematization of procedures, which still appear in a hardly consensual way in the literature, and that can contribute for future work.

Three lists were drawn up for Selective Reminding Test (Portuguese version), in order to guarantee that alternative versions are available for repeated testing in the routine care of MS patients (one of the BRBN-T main advantages is to have multiple versions available for situations in which the plan is to repeat testing over time) 1.Solari A, Mancuso L, Motta A, Mendozzi L, Serrati C. Comparison of two brief neuropsychological batteries in people with multiple sclerosis. Mult Scler. 2002;8(2):169-76. doi:10.1191/1352458502ms780oa,8.Aupperle RL, Beatty WW, Shelton FN, Gontkovsky, ST. Three screening batteries to detect cognitive impairment in multiple sclerosis. Mult Scler. 2002;8(5):382-9. doi:10.1191/1352458502ms832oa. Like in other studies with SRT1919 .Campo P, Morales M, Juan-Malpartida M. Development of two spanish versions of the verbal selective reminding test. J Clin Exp Neuropsychol. 2000;22(2):279-85. doi:10.1076/1380-3395(200004)22:2;1-1;FT279, the translation rule concerning the maintenance of words frequency and difficulty levels between the original (English) and the target language (Portuguese) was applied - a fundamental step when adapting neuropsychological tests where verbal content has a special relevance1919 .Campo P, Morales M, Juan-Malpartida M. Development of two spanish versions of the verbal selective reminding test. J Clin Exp Neuropsychol. 2000;22(2):279-85. doi:10.1076/1380-3395(200004)22:2;1-1;FT279,2222 .Hambleton R. K. Adapting educational and psychological tests for cross-cultural assessment. New Jersey: Lawrence Erlbaum; 2005.. After this stage, the most suitable strategy for selecting the words to be included on a list that intend to assess verbal learning and memory, seemed to be the performance of an item difficulty index and an item discrimination index analyses. This procedure was also conducted in other studies2121 .Wechsler D. WAIS-III: Manual da escala de inteligência de Wechsler para adultos - Terceira Edição. Lisboa: CEGOC-TEA; 2008., 3131 .Wechsler D. WMS-III: Manual da escala clínica de memória de Wechsler - Terceira Edição [Lisboa: CEGOC-TEA, 2008. and it allows a comprehensively analyses of each item. In this paper, only one of the three lists which were constructed is presented (Table 1). Although, these item analyses and selection procedures were applied to the other two, and each one of the lists combines twelve words with different levels of difficulty: easy, medium and difficult1717 .Almeida L, Freire T. Metodologia de investigação científica em psicologia e educação. 5a ed. Braga: Psiquilíbrios; 2003., as an effort to draw up three lists of equivalent difficulty. These adaptation procedures will allow future reliable cross-cultural studies with other countries that also have normative data on BRBN-T.

Regarding Word List Generation, discriminatory power and normality analysis (CTT) and item adjustment (IRT) were analyzed. However, in the first stage of these analyses, and knowing that the variable level of education is highly correlated with the performance on verbal fluency tasks2727 .Hughes DL, Bryan J. Adult age differences in strategy use during verbal fluency test performance. J Clin Exp Neuropsychol. 2002;24(5):642-54. doi:10.1076/jcen.24.5.642.1002,2828 .Mathuranath PS, George A, Cherian PJ, Alexander A, Sarma SG, Sarma, PS. Effects of age, education and gender on verbal fluency. J Clin Exp Neuropsychol. 2003;25(8):1057-64. doi:10.1076/jcen.25.8.1057.16736,2929 .Oberg G, Ramírez M. Cross-linguistic meta-analysis of phonological fluency: normal performance across cultures. Int J Psychol. 2006;41(5):342-7. doi:10.1080/00207590500345872, we analyzed the influence of this variable in our results. Founding that D was the only letter that did not differentiate participants with high levels of education from those with low levels of education (p < 0.005), we excluded it from the next set of analyses. P, A, F and S were then analyzed according to the criteria previously established (CTT plus IRT measures), and the letters P, F and S were those that showed the best performance for all of the analyzed parameters – better asymmetry and kurtosis coefficients, non-significant K-S test, adequate infit and outfit values, higher variability of person measures range. In fact, considering that Rasch measures overcome some limitations found in the CTT literature (e.g., sample size characteristics)1818 .Ferreira AI, Almeida L, Prieto G. The role of processes and contents in human memory: an item response theory approach. J Cogn Psychol. 2011;23(7):873-85. doi:10.1080/20445911.2011.584692, the results suggested adequate infit and outfit values for the tested letters, as well as ample intervals that show some distance between participants’ performances. Thereby, P, F and S were chosen to constitute the final version of WLG in the Portuguese language. Although “A” presented good results in the Portuguese context, we choose P, F and S, which showed more suitable scores for this context according to the predefined criteria. In our opinion, these results provide important information for future studies with Portuguese-speaking subjects in terms of which letters should be used to produce words in a phonemic verbal fluency task. Likewise, the information which was obtained through the application of this methodology goes far beyond what would be achieved if only descriptive statistics were applied3232 .Senhorini M, Amaro Júnior E, Ayres A, Simone A, Busatto GF. Phonemic fluency in Portuguese-speaking subjects in Brazil: ranking of letters. J Clin Exp Neuropsychol. 2006;28(7):1191-200. doi:10.1080/13803390500350969.

Despite the contribution of the present study to the psychometric procedures applied to neuropsychological assessment, there are some limitations that must be pointed out: the fact that is a convenience sample constituted only for healthy subjects who volunteered to participated in this test adaptation, although this neuropsychological battery is targeted to MS patients3333 .Reynolds CR, Suzuki LA. Bias psychological assessment: an empirical review and recommendations. In: Weiner IB, Graham JR, Naglieri JA. Handbook of psychology. 2nd ed. New Jersey: Wiley; 2012. p. 82-113., and the number of participants, particularly the number of participants per list of words (N = 22), restricted the use of IRT procedures to word analyses and selection.

Although more studies need to be conducted to improve comparability of the Portuguese forms of SRT and WLG, as well to enhance their robustness to ensure clinical efficacy, the results of this study are promising and might, at least, suggest some guidelines for future work on the translation and adaptation of neuropsychological tests. Additional research would be important to demonstrate the clinical usefulness of these forms and it would be very interesting to administer these Portuguese SRT and WLG forms to other Portuguese-speaking populations, culturally and linguistically different, in order to compare the results and thus, cross-validate them.

A challenge for cross-cultural neuropsychology still is the development of uniformed and standardized procedures for tests translation and adaptation within different countries, so that the influence of cultural differences on neuropsychological test scores can have a minor impact1414 .Raykov T. A method for testing group differences of scale validity in multiple population studies. Br J Math Stat Psychol. 2005;58(1):173-84. doi:10.1348/000711005X38005,1515 .Ardilla A. Directions of research in cross-cultural neuropsychology. J Clin Exp Neuropsychol. 1995;17(1):143-50. doi:10.1080/13803399508406589,1616 .American Educational Research Association (AERA); American Psychological Association (APA); National Council on Measurement in Education (NCME). Standards for educational and psychological testing. Washington, DC: American Educational Research Association; 1999.,1717 .Almeida L, Freire T. Metodologia de investigação científica em psicologia e educação. 5a ed. Braga: Psiquilíbrios; 2003.. In the Portuguese context, it is absolutely necessary to produce and deliver validated and standardized neuropsychological tests to those working in clinical practice, so that they can implement structured routines of neuropsychological assessment in the care of neurological patients.

ACKNOWLEDGEMENTS

The authors thank to Associação Líquido Céfalo-Raquidiano andBiogen Idec.

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Publication Dates

  • Publication in this collection
    Oct 2015

History

  • Received
    11 Apr 2014
  • Reviewed
    14 May 2015
  • Accepted
    02 June 2015
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