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Emergency department visits of older adults within 30 days of discharge: analysis from the pharmacotherapy perspective

ABSTRACT

Objective

To analyze, from the pharmacotherapy perspective, the factors associated to visits of older adults to the emergency department within 30 days after discharge.

Methods

A cross-sectional study carried out in a general public hospital with older adults. Emergency department visit was defined as the stay of the older adult in this service for up to 24 hours. The complexity of drug therapy was determined using the Medication Regimen Complexity Index. Potentially inappropriate drugs for use in older adults were classified according to the American Geriatric Society/Beers criteria of 2015. The outcome investigated was the frequency of visits to the emergency department within 30 days of discharge. Multivariate logistic regression was performed to identify the factors associated with the emergency department visit.

Results

A total of 255 elderly in the study, and 67 (26.3%) visited emergency department within 30 days of discharge. Polypharmacy and potentially inappropriate medications for older adults did not present a statistically significant association. The diagnosis of heart failure and Medication Regimen Complexity Index >16.5 were positively associated with emergency department visits (OR=2.3; 95%CI: 1.04-4.94; p=0.048; and OR=2.1; 95%CI: 1.11-4.02; p=0.011), respectively. Furthermore, the diagnosis of diabetes mellitus and chronic kidney disease were protection factors for the outcome (OR=0.4; 95%CI: 0.20-0.73; p=0.004; and OR=0.3; 95%CI: 0.13-0.86; p=0.023).

Conclusion

The diagnosis of heart failure and Medication Regimen Complexity Index >16.5 were positively associated with the occurrence of an emergency department visit within 30 days of discharge.

Emergency service, hospital; Aged; Drug therapy

RESUMO

Objetivo

Analisar, da perspectiva da farmacoterapia, os fatores associados à visita de idosos a departamentos de emergência em até 30 dias após a alta da internação índice.

Métodos

Foi realizado estudo transversal em hospital público geral, com idosos. Visita a departamento de emergência foi definido como a permanência do idoso nesse serviço por até 24 horas. A complexidade da farmacoterapia foi determinada usando o Medication Regimen Complexity Index. Os medicamentos potencialmente inapropriados para idosos foram classificados segundo os critérios American Geriatric Society/Beers , de 2015. O desfecho investigado foi a frequência de visita a departamento de emergência em 30 dias após a alta hospitalar. Regressão logística multivariada foi realizada para identificar os fatores associados à visita a departamento de emergência.

Resultados

No estudo, foram incluídos 255 idosos; 67 (26,3%) visitaram departamento emergência em 30 dias após a alta hospitalar. Polifarmácia e medicamentos potencialmente inapropriados para idosos não apresentaram associação estatística significante. O diagnóstico de insuficiência cardíaca e o índice da complexidade da farmacoterapia >16,5 apresentaram associação positiva com visita a departamento de emergência (RC=2,3; IC95%: 1,04-4,94; p=0,048; e RC=2,1; IC95%: 1,11-4,02; p=0,011), respectivamente. Ainda, o diagnóstico de diabetes mellitus e a doença renal crônica foram fatores de proteção para o desfecho (RC=0,4; IC95%: 0,20-0,73; p=0,004; e RC=0,3; IC95%: 0,13-0,86; p=0,023).

Conclusão

O diagnóstico de insuficiência cardíaca e o índice da complexidade da farmacoterapia >16,5 apresentaram associação positiva com ocorrência de visita a departamento de emergência dentro de 30 dias após a alta.

Serviço hospitalar de emergência; Idoso; Tratamento farmacológico

INTRODUCTION

The increased number of the elderly in society determines a greater use of healthcare services, including emergency departments.11. Wong J, Marr P, Kwan D, Meiyappan S, Adcock L. Identification of inappropriate medication use in elderly patients with frequent emergency department visits. Can Pharm J (Ott). 2014;147(4):248-56. A visit of the elderly to the emergency department is often a sentinel event, since it contributes towards the decline of health status, and thus is associated with an elevated risk of negative results, such as revisits to the emergency departments, hospitalization, and functional decline.22. Salvi F, Rossi L, Lattanzio F, Cherubini A. Is polypharmacy an independent risk factor for adverse outcomes after an emergency department visit? Intern Emerg Med. 2017;12(2):213-20. The multimorbidity, use of polypharmacy, Complexity of the pharmacotherapy, and fragility are among the factors associated with these negative results in health.22. Salvi F, Rossi L, Lattanzio F, Cherubini A. Is polypharmacy an independent risk factor for adverse outcomes after an emergency department visit? Intern Emerg Med. 2017;12(2):213-20. , 33. Schoonover H, Corbett CF, Weeks DL, Willson MN, Setter SM. Predicting potential postdischarge adverse drug events and 30-day unplanned hospital readmissions from medication regimen complexity. J Patient Saf. 2014; 10(4):186-91.

The return to emergency departments after hospital discharge often reflects a transition of care held in an inadequate manner. Despite clinical importance and relevance for the organization of the healthcare systems, after hospital discharge, the standard of use of emergency services is not well understood and investigated, which contributes to underestimation of the extent of its use.44. Vashi AA, Fox JP, Carr BG, D’Onofrio G, Pines JM, Ross JS, et al. Use of hospital-based acute care among patients recently discharged from the hospital. JAMA. 2013;309(4):364-71.

Approaches centered only on hospital readmission provide an incomplete understanding of acute care after hospital discharge, making it difficult to identify the factors that contribute towards the need for subsequent use of the healthcare system, especially the health problems managed in emergency services.44. Vashi AA, Fox JP, Carr BG, D’Onofrio G, Pines JM, Ross JS, et al. Use of hospital-based acute care among patients recently discharged from the hospital. JAMA. 2013;309(4):364-71. , 55. Rising KL, White LF, Fernandez WG, Boutwell AE. Emergency department visits after hospital discharge: a missing part of the equation. Ann Emerg Med. 2013;62(2):145-50.

The factors related to age, functionality, polypharmacy, complexity of pharmacotherapy, inappropriate medications for older adults, and multimorbidity can be associated with return visits to emergency services after hospital discharge.22. Salvi F, Rossi L, Lattanzio F, Cherubini A. Is polypharmacy an independent risk factor for adverse outcomes after an emergency department visit? Intern Emerg Med. 2017;12(2):213-20. , 33. Schoonover H, Corbett CF, Weeks DL, Willson MN, Setter SM. Predicting potential postdischarge adverse drug events and 30-day unplanned hospital readmissions from medication regimen complexity. J Patient Saf. 2014; 10(4):186-91. Additionally, the use of emergency services after hospital discharge may be considered a predictor of the fact that the process of transition of care is ineffective. This event may cause more overcrowding and increased costs in healthcare services.11. Wong J, Marr P, Kwan D, Meiyappan S, Adcock L. Identification of inappropriate medication use in elderly patients with frequent emergency department visits. Can Pharm J (Ott). 2014;147(4):248-56. , 44. Vashi AA, Fox JP, Carr BG, D’Onofrio G, Pines JM, Ross JS, et al. Use of hospital-based acute care among patients recently discharged from the hospital. JAMA. 2013;309(4):364-71.

5. Rising KL, White LF, Fernandez WG, Boutwell AE. Emergency department visits after hospital discharge: a missing part of the equation. Ann Emerg Med. 2013;62(2):145-50.
- 66. Tesfaye WH, Peterson GM, Castelino RL, McKercher C, Jose MD, Wimmer BC, et al. Medication Regimen Complexity and Hospital Readmission in Older Adults With Chronic Kidney Disease. Ann Pharmacother. 2019;53(1):28-34.

OBJECTIVE

To analyze, from the perspective of pharmacotherapy, the factors associated with visits of elderly individuals to the emergency departments within 30 days of hospital discharge.

METHODS

Study design and setting

This is a cross-sectional study with the elderly carried out in a public hospital of the Southeastern region of Brazil, which provides care to civil servants. The age of ≥60 years was adopted for the definition of “elderly,” as per established by the World Health Organization for developing countries.77. Ministério da Saúde. Organização Pan-Americana da Saúde (OPAS). Envelhecimento ativo: uma política de saúde [Internet]. Brasília (DF): OPAS; 2005 [citado 2019 Maio 29]. Disponível em: http://bvsms.saude.gov.br/bvs/publicacoes/envelhecimento_ativo.pdf
http://bvsms.saude.gov.br/bvs/publicacoe...

Sample

The minimum inclusion of 246 elderly subjects in the study was estimated, considering the following premises: finite population, 20% prevalence of visits of the elderly to urgency services after hospital discharge,88. Brennan JJ, Chan TC, Killeen JP, Castillo EM. Inpatient readmissions and emergency department visits within 30 days of a hospital admission. West J Emerg Med. 2015;16(7):1025-9. 95% confidence interval (95%CI), 5% margin of error, and test statistics of a population. Sample calculation was made using Open Epi software, version 2.0 .

Selection criteria

The study included elderly patients hospitalized by the units of internal medicine and geriatrics, during the period from April to November 2017. The exclusion criteria were defined as patients who died during the index admission, were in the index admission hospital for more than 60 days, or evaded the hospital, returned electively, or lost contact after discharge. The first admission during the period of the study was chosen as the index admission.99. Taha M, Pal A, Mahnken JD, Rigler SK. Derivation and validation of a formula to estimate risk for 30-day readmission in medical patients. Int J Qual Health Care. 2014;26(3):271-7.

Ethical considerations

The study was approved by the Research Ethics Committee of the Universidade Federal de Minas Gerais , under opinion no. 1.952.130 and CAAE: 63612216.7.0000.5149. All patients and/or caregivers consented to participate by means of the Informed Consent Form.

Data collection

The patients admitted to hospital for a period of more than 24 hours were invited to participate in the research, and this was considered their index admission. The identification of patients was done by a computerized report of the admission system of the hospital investigated. The following procedures were done: initial interview, data collection from the patient’s electronic medical records, and two telephone follow-ups after discharge (the first to confirm the medications prescribed upon discharge, and the second, to check the occurrence of the event). The first telephone contact was made within 72 hours after discharge and the second, within 30 days of discharge.

The outcome was the search for emergency departments within 30 days of discharge of the index admission, both at the hospital investigated and at other healthcare services. The visit to emergency departments was defined as a stay of the elderly patient for less than 24 hours, following national,1010. Brasil. Ministério da Saúde. Secretaria de Assistência à Saúde. Departamento de Sistemas e Redes Assistenciais. Padronização da nomenclatura do censo hospitalar [Internet]. 2ª ed. Brasília: Ministério da Saúde; 2002 [citado 2019 Maio 29]. Disponível em: http://bvsms.saude.gov.br/bvs/publicacoes/padronizacao_censo.pdf
http://bvsms.saude.gov.br/bvs/publicacoe...
and international1111. Zhou H, Della PR, Roberts P, Goh L, Dhaliwal SS. Utility of models to predict 28-day or 30-day unplanned hospital readmissions: an updated systematic review. BMJ Open. 2016;6(6):e011060. Review. parameters that establish time of observation in an emergency service. At each interview, sociodemographic functionality data were collected by exploring the patient’s medical records as to clinical characterizations and pharmacotherapy of the elderly patient. The diagnoses of admission and readmissions were classified as per the International Classification of Diseases, tenth edition (ICD 10). Comorbidities were evaluated using the Charlson comorbidity index (CCI).1212. Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373-83. The potentially inappropriate medications for older adults were described according to the American Geriatric Society/Beers criteria of 2015.1313. By the American Geriatrics Society 2015 Beers Criteria Update Expert Panel. American Geriatrics Society 2015 updated Beers Criteria for potentially inappropriate medication use in older adults. J Am Geriatr Soc. 2015;63(11): 2227-46. The complexity of the pharmacotherapy was calculated using the complexity of pharmacotherapy index,1414. George J, Phun YT, Bailey MJ, Kong DC, Stewart K. Development and validation of the medication regimen complexity index. Ann Pharmacother. 2004;38(9):1369-76. the version translated into Brazilian Portuguese of the Medication Regimen Complexity Index (MRCI).1515. Melchiors AC, Correr CJ, Fernández-Llimos F. Translation and validation into Portuguese language of the medication regimen complexity index. Arq Bras Cardiol. 2007;89(4):210-8. The complexity of pharmacotherapy was stratified as high complexity, yes (MRCI >16.5), or no (MRCI ≤16.5), according to the MRCI standardization proposed for the elderly in Brazil.1616. Pantuzza LL, Ceccato MD, Silveira MR, Pinto IV, Reis AM. Validation and standardization of the Brazilian version of the Medication Regimen Complexity Index for older adults in primary care. Geriatr Gerontol Int. 2018;18(6):853-9. Vulnerability was assessed by the instrument Vulnerable Elders Survey (VES-13), transculturally adapted to Brazil.1717. Luz LL, Santiago LM, Silva JF, Mattos IE. Psychometric properties of the Brazilian version of the Vulnerable Elders Survey-13 (VES-13). Cad Saude Publica. 2015;31(3):507-15. The diagnoses and medications of risk for readmission were identified using the definition by Taha et al.99. Taha M, Pal A, Mahnken JD, Rigler SK. Derivation and validation of a formula to estimate risk for 30-day readmission in medical patients. Int J Qual Health Care. 2014;26(3):271-7.

Statistical analysis

Determination of frequency for the dichotomous variables was done with a descriptive analysis, and the numerical variables were described as mean±standard deviation (SD) or median (interquartile range - IQR). The Shapiro Wilk test was used for normality analysis. The numerical variables were dichotomized by the median. The association between the independent variables and visit to the emergency department within 30 days was conducted as per Student’s t test, Mann-Whitney’s test, chi-squared test, and Fisher’s exact test, observing the premises of each test. The odds ratio (OR) was calculated with a 95% confidence interval. The level of statistical significance was set at p<0.05. The variables that presented an association with the emergency department visit with p<0.25 were selected for multivariate logistic regression. The forward stepwise method was used to obtain the final model, with the p<0.05 variables remaining. Adaptation of the final model was evaluated by the Hosmer-Lemeshow test, considering adequate the p value >0.05.

RESULTS

Three hundred participants were recruited for the study, and of these, 27 (9%) died during hospitalization, one (0.3%) elderly man evaded the hospital, one (0.3%) elderly person was transferred to another healthcare service, and three (1%) patients were excluded due to prolonged hospital stay. Of the 268 patients who were discharged from hospital, there were five (1.7%) losses to follow-up, one (0.3%) withdrawal from the study, and seven (2.3%) exclusions due to elective rehospitalization. In this way, 255 participants were eligible for undergoing analyses, and of these, 67 elderly (26.3%) needed to seek an emergency department within 30 days of hospital discharge ( Figure 1 ).

Figure 1
Study flowchart

Among 67 elderly individuals who visited an emergency department within 30 days after the index admission, 35 (52.2%) remained in the department for less than 24 hours, and 32 (47.8%) were readmitted. The frequency of the emergency department visit 30 days after the index hospitalization was 26.3%, for readmission it was 12.5%, and of the elderly who remained in the department for less than 24 hours it was 13.7%.

The emergency department of the hospital investigated was sought by 54 (80.6%) of 67 elderly individuals who needed urgency or emergency care. The fast track and emergency rooms of hospitals in the Brazilian National Healthcare System (SUS – Sistema Único de Saúde ) were sought by 8 (12.9%) elderly, and 5 (7.5%) preferred care in private services or those of the health insurance companies. The sociodemographic, clinical, and pharmacotherapeutic characteristics of elderly persons are described on table 1 . Considering that in both groups the female sex and age ≥75 years were more frequent, as to sex and age there was no statistically significant difference between the elderly who did or did not visit the emergency department.

Table 1
Sociodemographic, clinical and pharmacotherapeutic characteristics of the elderly

Regarding the clinical characteristics, the statistically significant difference was evident between the groups (p=0.045), with greater frequency of heart failure in the aged group that visited an emergency department. The proportion of elderly persons with diabetes was significantly greater among those who did not seek an emergency department. As to functionality, there was a clear statistically significant difference (p=0.038), with greater values of VES13 in the elderly group that was seen at an emergency department. Considering the presence of a diagnosis of risk, there was no difference between the groups of elderly patients; we highlight the high prevalence of elderly persons with this characteristic in the sample studied.

Considering pharmacotherapy, the elderly who were discharged from the hospital with prescriptions of opioids sought the urgency service more than the individuals who did not receive a prescription for medications from this therapeutic group of drugs (p=0.049). The proportion of the elderly who use medications of risk for hospitalization showed no statistically significant difference, but it was more prevalent among the elderly who sought emergency care. The proportion of the elderly with high complexity pharmacotherapy showed no statistically significant difference among the groups, but was discretely more frequent among the elderly who were hospitalized.

In the univariate analysis, the visit to the emergency department showed an association with the female sex, heart failure, cancer, diabetes mellitus , chronic renal disease, asthma, atrial fibrillation, Vulnerable Elders Survey-13 (VES-13), high complexity pharmacotherapy, use of insulin, opioids, and warfarin. In the final multivariate design, the following variables remained, heart failure (OR= 2.3, 95%CI: 1.04-4.94), diabetes mellitus (OR=0.4; 95%CI: 0.20-0.73), chronic renal disease (OR=0.3; 95%CI: 0.13-0.9), and high complexity pharmacotherapy (OR=2.1; 95%CI: 1.11-4.02), as shown on table 2 .

Table 2
Univariate and multivariate analysis of factors associated to visits of the elderly to emergency department within 30 days of hospital discharge

DISCUSSION

In the present study, about one fourth of the elderly people returned to emergency departments within 30 days of hospital discharge, and this visit had a positive association with heart failure and pharmacotherapy complexity, while diabetes mellitus and chronic renal disease were protective factors for the outcome. The unplanned return to emergency departments within 30 days of hospital discharge is rarely investigated, and the studies developed until now, alert to the importance of widening the investigations about this period, in order to increase knowledge as to the acute care based on hospitals of patients with recent discharge.44. Vashi AA, Fox JP, Carr BG, D’Onofrio G, Pines JM, Ross JS, et al. Use of hospital-based acute care among patients recently discharged from the hospital. JAMA. 2013;309(4):364-71. , 55. Rising KL, White LF, Fernandez WG, Boutwell AE. Emergency department visits after hospital discharge: a missing part of the equation. Ann Emerg Med. 2013;62(2):145-50. , 88. Brennan JJ, Chan TC, Killeen JP, Castillo EM. Inpatient readmissions and emergency department visits within 30 days of a hospital admission. West J Emerg Med. 2015;16(7):1025-9. , 1818. Costa LL, Byon HD. Post-Hospital Medication Discrepancies at Home Risk Factor for 90-Day Return to Emergency Department. J Nurs Care Qual. 2018;33(2):180-6. Analysis of the care given during hospitalization, considering only hospital readmission, does not afford an integral view of the acute care given, and limits the development of actions in favor of improved transition of care, especially of the mature patients.

Rates of visits to emergency departments varied from 7.5 to 23.8 in prior studies,44. Vashi AA, Fox JP, Carr BG, D’Onofrio G, Pines JM, Ross JS, et al. Use of hospital-based acute care among patients recently discharged from the hospital. JAMA. 2013;309(4):364-71. , 55. Rising KL, White LF, Fernandez WG, Boutwell AE. Emergency department visits after hospital discharge: a missing part of the equation. Ann Emerg Med. 2013;62(2):145-50. , 88. Brennan JJ, Chan TC, Killeen JP, Castillo EM. Inpatient readmissions and emergency department visits within 30 days of a hospital admission. West J Emerg Med. 2015;16(7):1025-9. , 1818. Costa LL, Byon HD. Post-Hospital Medication Discrepancies at Home Risk Factor for 90-Day Return to Emergency Department. J Nurs Care Qual. 2018;33(2):180-6. but these investigations did not exclusively cover the elderly and included surgical patients. No studies carried out in Brazil were identified. The frequency of emergency department visits (26.3%) is close to that of studies with greater frequencies. However, the comparison of studies is made difficult due to different methodologies, lack of uniformity in timeframes that characterize visits to emergency departments, and exclusion in some studies of the patients who visited the emergency service and were admitted to the hospital, as well as by the differences in emergency care organization in countries where the studies were conducted.

The return to emergency services related to heart failure is an important negative outcome, which also results in significant healthcare costs. The rate of return to emergency services by patients with heart failure was 20% in a Canadian study.1919. Claret PG, Calder LA, Stiell IG, Yan JW, Clement CM, Borgundvaag B, et al. Rates and predictive factors of return to the emergency department following an initial release by the emergency department for acute heart failure. CJEM. 2018;20(2):222-9. In another investigation, patients with this diagnosis and aged ≥80 years were significantly more prone to returning, when compared to younger individuals.2020. Claret PG, Stiell IG, Yan JW, Clement CM, Rowe BH, Calder LA, et al. Characteristics and outcomes for acute heart failure in elderly patients presenting to the ED. Am J Emerg Med. 2016;34(11):2159-66. Still, in both studies, the use of antiarrhythmic medications was negatively associated with the occurrence of the outcome.1919. Claret PG, Calder LA, Stiell IG, Yan JW, Clement CM, Borgundvaag B, et al. Rates and predictive factors of return to the emergency department following an initial release by the emergency department for acute heart failure. CJEM. 2018;20(2):222-9. , 2020. Claret PG, Stiell IG, Yan JW, Clement CM, Rowe BH, Calder LA, et al. Characteristics and outcomes for acute heart failure in elderly patients presenting to the ED. Am J Emerg Med. 2016;34(11):2159-66.

Pharmacotherapy of patients with heart failure is complex and covers medications from various drug classes. Additionally, the multiple comorbidities that the elderly present increase even more the complexity of drug regimens. Complex drug regimens are associated with poor compliance with treatment,2121. Yam FK, Lew T, Eraly SA, Lin HW, Hirsch JD, Devor M. Changes in medication regimen complexity and the risk for 90-day hospital readmission and/or emergency department visits in U.S. Veterans with heart failure. Res Social Adm Pharm. 2016;12(5):713-21. , 2222. Choudhry NK, Fischer MA, Avorn J, Liberman JN, Schneeweiss S, Pakes J, et al. The implications of therapeutic complexity on adherence to cardiovascular medications. Arch Intern Med. 2011;171(9):814-22. polypharmacy,2121. Yam FK, Lew T, Eraly SA, Lin HW, Hirsch JD, Devor M. Changes in medication regimen complexity and the risk for 90-day hospital readmission and/or emergency department visits in U.S. Veterans with heart failure. Res Social Adm Pharm. 2016;12(5):713-21. , 2323. Willson MN, Greer CL, Weeks DL. Medication regimen complexity and hospital readmission for an adverse drug event. Ann Pharmacother. 2014; 48(1):26-32. and hospitalization due to adverse events.2424. Alves-Conceição V, Rocha KS, Silva FV, Silva RO, Silva DT. Medication regimen complexity measured by MRCI: a systematic review to identify health outcomes. Ann Pharmacother. 2018;52(11):1117-34. Acute decompensation of heart failure is an important determinant of search for emergency departments.2525. Castello LM, Molinari L, Renghi A, Peruzzi E, Capponi A, Avanzi GC, et al. Acute decompensated heart failure in the emergency department: identification of early predictors of outcome. Medicine (Baltimore). 2017;96(27):e7401. , 2626. Miró O, Gil V, Martín-Sánches FJ, Jacob J, Llorens P; ICA-SEMES Research Group. Multicentric investigation of survival after Spanish emergency department discharge for acute heart failure. Eur J Emerg Med. 2012;19(3):153-60. Noncompliance due to pharmacotherapy complexity or the incorrect use of medications can contribute towards acute decompensation of heart failure.2727. Soucier RJ, Miller PE, Ingrassia JJ, Riello R, Desai NR, Ahmad T. Essential Elements of Early Post Discharge Care of Patients with Heart Failure. Curr Heart Fail Rep. 2018;15(3):181-90. Review. Elevated MRCI scores at hospital discharge provide a more general assessment of the risk associated with the complex drug regimen. Patients with elevated values of MRCI present with a greater probability of falling ill and show more negative results.2121. Yam FK, Lew T, Eraly SA, Lin HW, Hirsch JD, Devor M. Changes in medication regimen complexity and the risk for 90-day hospital readmission and/or emergency department visits in U.S. Veterans with heart failure. Res Social Adm Pharm. 2016;12(5):713-21. , 2424. Alves-Conceição V, Rocha KS, Silva FV, Silva RO, Silva DT. Medication regimen complexity measured by MRCI: a systematic review to identify health outcomes. Ann Pharmacother. 2018;52(11):1117-34. These factors might explain the positive association between visits to emergency departments, heart failure, and high complexity of pharmacotherapy.

Absence of an association between pharmacotherapy complexity (MRCI >15, dichotomized by the mean) and emergency department visit within 30 days of hospital discharge was described for individuals aged over 50 years.33. Schoonover H, Corbett CF, Weeks DL, Willson MN, Setter SM. Predicting potential postdischarge adverse drug events and 30-day unplanned hospital readmissions from medication regimen complexity. J Patient Saf. 2014; 10(4):186-91. The discrepancy relative to the association detected in our study may be attributed to the different profile of the population investigated, since the elderly present with a more complex pharmacotherapy. Additionally, the definition of elevated complexity (pharmacotherapy complexity MRCI >16.5) standardized for the elderly in Brazil1616. Pantuzza LL, Ceccato MD, Silveira MR, Pinto IV, Reis AM. Validation and standardization of the Brazilian version of the Medication Regimen Complexity Index for older adults in primary care. Geriatr Gerontol Int. 2018;18(6):853-9. was adopted, which allows a more appropriate classification.

The intensification of pharmacotherapy for the treatment of diabetes mellitus (measured by the increased dose of hypoglycemic medications, addition of other hypoglycemic agents, and addition of insulin) significantly decreased the risk of returning within 30 days to the urgency sector after discharge at a North-American hospital.2828. Lee PH, Franks AS, Barlow PB, Farland MZ. Hospital readmission and emergency department use based on prescribing patterns in patients with severely uncontrolled type 2 diabetes mellitus. Diabetes Technol Ther. 2014; 16(3):150-5. It is possible to infer that, among the elderly individuals studied, there was intensification of pharmacotherapy, which contributed towards adequate control of the disease over the period of 30 days, explaining the inverse association identified in this study between having diabetes mellitus and visiting the emergency department within 30 days of hospital discharge. Nevertheless, it is worth pointing out that insulin, used by some diabetic patients, is a medication of risk, especially for the aged, which could contribute towards the search for healthcare services after hospital discharge.99. Taha M, Pal A, Mahnken JD, Rigler SK. Derivation and validation of a formula to estimate risk for 30-day readmission in medical patients. Int J Qual Health Care. 2014;26(3):271-7. Nonetheless, from the point of view of pharmacotherapy, the lower search for emergency departments within 30 days by elderly people with chronic renal disease may also be attributed to optimization of treatment.

Investigation about the profile of and prevalence of search for healthcare services by individuals with diabetes showed a lower prevalence in patients with a longer period since the diagnosis, such as the elderly.2929. Liu X, Liu Y, Lv Y, Li C, Cui Z, Ma J. Prevalence and temporal pattern of hospital readmissions for patients with type I and type II diabetes. BMJ Open. 2015; 5(11):e007362. The aged with diabetes can present with better self-care due to the greater knowledge of the disease and treatment, owing to the diagnosis made years before, and explaining the protective factor found for search for emergency services. Better care of one’s health, especially by women, explains the association with chronic renal disease. Women with chronic renal disease present with a lower rate of hospital readmission within 30 days. The greater frequency of women in the cases investigated may justify the association. However, it is important to point out that medications constitute an important determinant of hospital admission of individuals with chronic renal disease.66. Tesfaye WH, Peterson GM, Castelino RL, McKercher C, Jose MD, Wimmer BC, et al. Medication Regimen Complexity and Hospital Readmission in Older Adults With Chronic Kidney Disease. Ann Pharmacother. 2019;53(1):28-34.

The absence of an independent association between polypharmacy and return to the emergency department was described in a cohort of elderly Italians,22. Salvi F, Rossi L, Lattanzio F, Cherubini A. Is polypharmacy an independent risk factor for adverse outcomes after an emergency department visit? Intern Emerg Med. 2017;12(2):213-20. which is in agreement with the findings of the present study. Nonetheless, for the elderly people of the same cohort, an independent association was found between excessive polypharmacy (use of ten or more medications, considering the previous 3 months) and visit to the emergency department 30 days after discharge.22. Salvi F, Rossi L, Lattanzio F, Cherubini A. Is polypharmacy an independent risk factor for adverse outcomes after an emergency department visit? Intern Emerg Med. 2017;12(2):213-20. The authors point out that polypharmacy is a marker of multimorbidity, severity of the disease, fragility, and geriatric syndromes,22. Salvi F, Rossi L, Lattanzio F, Cherubini A. Is polypharmacy an independent risk factor for adverse outcomes after an emergency department visit? Intern Emerg Med. 2017;12(2):213-20. conditions that can contribute towards negative results in health. It is important to consider polypharmacy as a parameter to guide actions in transition of care, seeking to avoid future adverse events in the elderly, since after 6-month follow-up, both polypharmacy and excessive polypharmacy showed an independent association with return to the emergency department.22. Salvi F, Rossi L, Lattanzio F, Cherubini A. Is polypharmacy an independent risk factor for adverse outcomes after an emergency department visit? Intern Emerg Med. 2017;12(2):213-20.

Our study presented with relevant information to guide actions seeking to optimize the transition of care of the elderly and reduce visits to the emergency department. Additionally, it is important to point out that this is a prospective investigation, in which telephone follow-ups were made after discharge, guaranteeing reliable data on the outcome. Another strength of the study is the determination of the association between the visit to an emergency department and the complexity of the pharmacotherapy utilized the exact definition of high complexity (MRCI >16.5) established in the standardization of MRCI for elderly Brazilians.1616. Pantuzza LL, Ceccato MD, Silveira MR, Pinto IV, Reis AM. Validation and standardization of the Brazilian version of the Medication Regimen Complexity Index for older adults in primary care. Geriatr Gerontol Int. 2018;18(6):853-9.

Nevertheless, we present some limitations, such as its being carried out in a single hospital that provides care exclusively to civil servants, limiting generalization for patients seen at SUS hospitals or in private networks. Second, the study did not include elderly patients from surgical clinics, which could have underestimated the frequency of search for an emergency department. Finally, no visits to the emergency services were identified in which the determining factor was an adverse event related to the medication, which would allow better clarifying the relation between the medications used after discharge and the outcome.

The study displayed guiding elements of quality of care, seeking to subsidize decisions to optimize the transition of care and widen the safety of the aged patient.

CONCLUSION

This study showed, from the perspective of pharmacotherapy, the factors associated with visits of the elderly to emergency departments. For the elderly with heart failure and high complexity pharmacotherapy, there was an association with the visit to the urgency department within 30 days of discharge from the index hospitalization. The diagnosis of diabetes mellitus and chronic renal disease were protective factors for the outcome analyzed.

ACKNOWLEDGEMENTS

The study was supported by the Pró-Reitoria de Pesquisa da Universidade Federal de Minas Gerais (UFMG) and by Fundação de Amparo à Pesquisa do Estado de Minas Gerais (FAPEMIG).

REFERENCES

  • 1
    Wong J, Marr P, Kwan D, Meiyappan S, Adcock L. Identification of inappropriate medication use in elderly patients with frequent emergency department visits. Can Pharm J (Ott). 2014;147(4):248-56.
  • 2
    Salvi F, Rossi L, Lattanzio F, Cherubini A. Is polypharmacy an independent risk factor for adverse outcomes after an emergency department visit? Intern Emerg Med. 2017;12(2):213-20.
  • 3
    Schoonover H, Corbett CF, Weeks DL, Willson MN, Setter SM. Predicting potential postdischarge adverse drug events and 30-day unplanned hospital readmissions from medication regimen complexity. J Patient Saf. 2014; 10(4):186-91.
  • 4
    Vashi AA, Fox JP, Carr BG, D’Onofrio G, Pines JM, Ross JS, et al. Use of hospital-based acute care among patients recently discharged from the hospital. JAMA. 2013;309(4):364-71.
  • 5
    Rising KL, White LF, Fernandez WG, Boutwell AE. Emergency department visits after hospital discharge: a missing part of the equation. Ann Emerg Med. 2013;62(2):145-50.
  • 6
    Tesfaye WH, Peterson GM, Castelino RL, McKercher C, Jose MD, Wimmer BC, et al. Medication Regimen Complexity and Hospital Readmission in Older Adults With Chronic Kidney Disease. Ann Pharmacother. 2019;53(1):28-34.
  • 7
    Ministério da Saúde. Organização Pan-Americana da Saúde (OPAS). Envelhecimento ativo: uma política de saúde [Internet]. Brasília (DF): OPAS; 2005 [citado 2019 Maio 29]. Disponível em: http://bvsms.saude.gov.br/bvs/publicacoes/envelhecimento_ativo.pdf
    » http://bvsms.saude.gov.br/bvs/publicacoes/envelhecimento_ativo.pdf
  • 8
    Brennan JJ, Chan TC, Killeen JP, Castillo EM. Inpatient readmissions and emergency department visits within 30 days of a hospital admission. West J Emerg Med. 2015;16(7):1025-9.
  • 9
    Taha M, Pal A, Mahnken JD, Rigler SK. Derivation and validation of a formula to estimate risk for 30-day readmission in medical patients. Int J Qual Health Care. 2014;26(3):271-7.
  • 10
    Brasil. Ministério da Saúde. Secretaria de Assistência à Saúde. Departamento de Sistemas e Redes Assistenciais. Padronização da nomenclatura do censo hospitalar [Internet]. 2ª ed. Brasília: Ministério da Saúde; 2002 [citado 2019 Maio 29]. Disponível em: http://bvsms.saude.gov.br/bvs/publicacoes/padronizacao_censo.pdf
    » http://bvsms.saude.gov.br/bvs/publicacoes/padronizacao_censo.pdf
  • 11
    Zhou H, Della PR, Roberts P, Goh L, Dhaliwal SS. Utility of models to predict 28-day or 30-day unplanned hospital readmissions: an updated systematic review. BMJ Open. 2016;6(6):e011060. Review.
  • 12
    Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373-83.
  • 13
    By the American Geriatrics Society 2015 Beers Criteria Update Expert Panel. American Geriatrics Society 2015 updated Beers Criteria for potentially inappropriate medication use in older adults. J Am Geriatr Soc. 2015;63(11): 2227-46.
  • 14
    George J, Phun YT, Bailey MJ, Kong DC, Stewart K. Development and validation of the medication regimen complexity index. Ann Pharmacother. 2004;38(9):1369-76.
  • 15
    Melchiors AC, Correr CJ, Fernández-Llimos F. Translation and validation into Portuguese language of the medication regimen complexity index. Arq Bras Cardiol. 2007;89(4):210-8.
  • 16
    Pantuzza LL, Ceccato MD, Silveira MR, Pinto IV, Reis AM. Validation and standardization of the Brazilian version of the Medication Regimen Complexity Index for older adults in primary care. Geriatr Gerontol Int. 2018;18(6):853-9.
  • 17
    Luz LL, Santiago LM, Silva JF, Mattos IE. Psychometric properties of the Brazilian version of the Vulnerable Elders Survey-13 (VES-13). Cad Saude Publica. 2015;31(3):507-15.
  • 18
    Costa LL, Byon HD. Post-Hospital Medication Discrepancies at Home Risk Factor for 90-Day Return to Emergency Department. J Nurs Care Qual. 2018;33(2):180-6.
  • 19
    Claret PG, Calder LA, Stiell IG, Yan JW, Clement CM, Borgundvaag B, et al. Rates and predictive factors of return to the emergency department following an initial release by the emergency department for acute heart failure. CJEM. 2018;20(2):222-9.
  • 20
    Claret PG, Stiell IG, Yan JW, Clement CM, Rowe BH, Calder LA, et al. Characteristics and outcomes for acute heart failure in elderly patients presenting to the ED. Am J Emerg Med. 2016;34(11):2159-66.
  • 21
    Yam FK, Lew T, Eraly SA, Lin HW, Hirsch JD, Devor M. Changes in medication regimen complexity and the risk for 90-day hospital readmission and/or emergency department visits in U.S. Veterans with heart failure. Res Social Adm Pharm. 2016;12(5):713-21.
  • 22
    Choudhry NK, Fischer MA, Avorn J, Liberman JN, Schneeweiss S, Pakes J, et al. The implications of therapeutic complexity on adherence to cardiovascular medications. Arch Intern Med. 2011;171(9):814-22.
  • 23
    Willson MN, Greer CL, Weeks DL. Medication regimen complexity and hospital readmission for an adverse drug event. Ann Pharmacother. 2014; 48(1):26-32.
  • 24
    Alves-Conceição V, Rocha KS, Silva FV, Silva RO, Silva DT. Medication regimen complexity measured by MRCI: a systematic review to identify health outcomes. Ann Pharmacother. 2018;52(11):1117-34.
  • 25
    Castello LM, Molinari L, Renghi A, Peruzzi E, Capponi A, Avanzi GC, et al. Acute decompensated heart failure in the emergency department: identification of early predictors of outcome. Medicine (Baltimore). 2017;96(27):e7401.
  • 26
    Miró O, Gil V, Martín-Sánches FJ, Jacob J, Llorens P; ICA-SEMES Research Group. Multicentric investigation of survival after Spanish emergency department discharge for acute heart failure. Eur J Emerg Med. 2012;19(3):153-60.
  • 27
    Soucier RJ, Miller PE, Ingrassia JJ, Riello R, Desai NR, Ahmad T. Essential Elements of Early Post Discharge Care of Patients with Heart Failure. Curr Heart Fail Rep. 2018;15(3):181-90. Review.
  • 28
    Lee PH, Franks AS, Barlow PB, Farland MZ. Hospital readmission and emergency department use based on prescribing patterns in patients with severely uncontrolled type 2 diabetes mellitus. Diabetes Technol Ther. 2014; 16(3):150-5.
  • 29
    Liu X, Liu Y, Lv Y, Li C, Cui Z, Ma J. Prevalence and temporal pattern of hospital readmissions for patients with type I and type II diabetes. BMJ Open. 2015; 5(11):e007362.

Publication Dates

  • Publication in this collection
    24 Oct 2019
  • Date of issue
    2020

History

  • Received
    4 Dec 2018
  • Accepted
    31 May 2019
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