Abstracts
The objective of this study was to describe patterns of medication use among homeless adults from the city of Porto, Portugal. We recruited 146 homeless participants in four social services institutions. Data on the use of medicines in the previous week were collected using face-to-face interviews. We described the prevalence and main correlates of use of medicines from different Anatomical Therapeutic Chemical classification (ATC) groups. A total of 56.8% of the homeless reported to have used at least one medicine in the previous week. The most frequently reported were benzodiazepines (21.9%) and antipsychotics (15.1%); socio-demographic characteristics, lifestyle variables and use of health care were not found to be significantly associated with their use. The prevalence was 1.4% for anti-inflammatory and antirheumatic products, and 6.2% for antihypertensives, diuretics and beta-blocking agents. Medicines pertaining to the nervous system ATC group were by far the most frequently used, while those for the treatment of other common chronic and acute conditions seem to be underused.
Homeless Persons; Drug Utilization; Pharmacoepidemiology
O objetivo foi descrever os padrões de uso de medicamentos entre adultos sem-teto da cidade do Porto, Portugal. Avaliamos por entrevista pessoal 146 participantes recrutados em quatro instituições de serviços sociais. Descrevemos a prevalência e principais fatores associados ao uso de medicamentos de diferentes grupos da classificação ATC (Anatomical Therapeutic Chemical). Um total de 56,8% dos sem-teto relatou ter usado pelo menos um medicamento na semana anterior. Os mais frequentemente utilizados foram benzodiazepinas (21,9%) e antipsicóticos (15,1%); não se observou relação estatisticamente significativa com características sociodemográficas, estilos de vida ou utilização de cuidados de saúde e o uso desses medicamentos. A prevalência foi de 1,4% para anti-inflamatórios e antirreumáticos, e 6,2% para anti-hipertensivos, diuréticos e agentes bloqueadores beta. Os medicamentos mais utilizados pertencem ao grupo ATC de sistema nervoso, enquanto os destinados ao tratamento de outras condições comuns crônicas e agudas parecem ser subutilizados.
Sem-Teto; Uso de Medicamentos; Farmacoepidemiologia
El objetivo fue describir los padrones de uso de medicamentos entre adultos sin techo de la ciudad de Oporto, Portugal. Evaluamos por entrevista personal a 146 participantes reclutados en cuatro instituciones de servicios sociales. Describimos la prevalencia y principales factores asociados al uso de medicamentos de diferentes grupos de la clasificación ATC (Anatomical Therapeutic Chemical). Un total de 56,8% de los sin techo informó haber usado por lo menos un medicamento durante la semana anterior. Los más frecuentemente utilizados fueron benzodiazepinas (21,9%) y antipsicóticos (15,1%); no se observó relación estadísticamente significativa con características sociodemográficas, estilos de vida o utilización de cuidados de salud y el uso de estos medicamentos. La prevalencia fue de 1,4% para los anti-inflamatorios y antirreumáticos, y un 6,2% para antihipertensivos, diuréticos y agentes bloqueadores beta. Los medicamentos más utilizados pertenecen al grupo ATC del sistema nervioso, mientras que los destinados al tratamiento de otras condiciones crónicas comunes y agudas parecen que están subutilizados.
Persona Sin Hogar; Utilización de Medicamentos; Farmacoepidemiología
Introduction
Homelessness is a complex phenomenon, influenced by factors acting both at the individual and societal levels, including long-term unemployment, family breakdown, poverty or high housing costs, that are becoming more frequent worldwide 11 Edgar B. European review of statistics on homelessness in Europe, 2009. Brussels: European Federation of National Organisations Working with the Homeless; 2009..
The homeless are at an increased risk of premature death and experience higher levels of morbidity than the general population 22 Dixon L, Weiden P, Torres M, Lehman A. Assertive community treatment and medication compliance in the homeless mentally ill. Am J Psychiatry 1997; 154:1302-4.. Drug dependence, alcohol abuse or mental illness are expected to be major contributors to their pattern of use of medicines 33 Haugland G, Siegel C, Hopper K, Alexander MJ. Mental illness among homeless individuals in a suburban county. Psychiatr Serv 1997; 48:504-9.. Cardiovascular diseases are also important causes of the overall burden of disease among the homeless 11 Edgar B. European review of statistics on homelessness in Europe, 2009. Brussels: European Federation of National Organisations Working with the Homeless; 2009..
Previous studies on the patterns of medication use by homeless subjects addressed mainly the treatments for HIV/AIDS, tuberculosis or mental illness 22 Dixon L, Weiden P, Torres M, Lehman A. Assertive community treatment and medication compliance in the homeless mentally ill. Am J Psychiatry 1997; 154:1302-4. , 44 Sleath BL, Jackson E, Thomas KC, Galloway J, Dumain L, Thorpe J, et al. Literacy and perceived barriers to medication taking among homeless mothers and their children. Am J Health Syst Pharm 2006; 63:346-51. , 55 Cunningham CO, Li X, Ramsey K, Sohler NL. A comparison of HIV health services utilization measures in a marginalized population: self-report versus medical records. Med Care 2007; 45:264-8.; overviews of the use of medicines by these population groups are scarce 66 Schumacher JE, Mennemeyer ST, Milby JB, Wallace D, Nolan K. Costs and effectiveness of substance abuse treatments for homeless persons. J Ment Health Policy Econ 2002; 5:33-42. , 77 Kidder DP, Wolitski RJ, Campsmith ML, Nakamura GV. Health status, health care use, medication use, and medication adherence among homeless and housed people living with HIV/AIDS. Am J Public Health 2007; 97:2238-45.. However, it is known that the homeless often rely in emergency departments as a primary source of care, and have difficulties in complying with treatments, especially chronic medication 22 Dixon L, Weiden P, Torres M, Lehman A. Assertive community treatment and medication compliance in the homeless mentally ill. Am J Psychiatry 1997; 154:1302-4. , 77 Kidder DP, Wolitski RJ, Campsmith ML, Nakamura GV. Health status, health care use, medication use, and medication adherence among homeless and housed people living with HIV/AIDS. Am J Public Health 2007; 97:2238-45..
To our knowledge no drug utilization studies targeting homeless people have been conducted in Portugal, a setting where those subjects that do not possess the financial means to support the standard fees defined by the National Health Service (NHS) or the cost of medicines (the NHS contibutes with 15% to 90%, generaly depending on the characteristics of the drugs and their indications) are entitled to free healthcare assistance and may benefit from a special cost-sharing regimen for prescription medicines 88 Ministério da Saúde. Decreto de Lei n o 48-A/2010. Regime geral das comparticipações do estado no preço dos medicamentos. Diário da República 2010; 13 mai.. We described patterns of use of medication among homeless adults from the city of Porto.
Methods
Between February and September 2009 we recruited homeless adults through venue-based sampling and systematic selection, as described previously 99 Oliveira LP, Pereira ML, Azevedo A, Lunet N. Risk factors for cardiovascular disease among the homeless and in the general population of the city of Porto, Portugal. Cad Saúde Pública 2012; 28:1517-29.. Briefly, the participants were selected among the subjects attending social services institutions that provide accommodation or assistance; three of the 11 local organizations that were contacted agreed to participate, namely one that provided accommodation to homeless people in two homeless hostels and two institutions that managed meal programs. The present analysis includes only the subjects classified as “houseless” according to the European Federation of Organizations Working with the People who are Homeless (FEANTSA) 11 Edgar B. European review of statistics on homelessness in Europe, 2009. Brussels: European Federation of National Organisations Working with the Homeless; 2009..
The eligible attendants of each setting in the days selected for recruitment (which covered all the days of the week) were listed by the directors of each institution and invited to take part in the study (n = 188). The use of medicines was assessed through the question “ During the past week did you take any medication? ”. Those answering “yes” were asked to indicate the name (preferably the trade name) and indication for use of each medicine. The medicines reported were coded according to the Anatomic Therapeutic Chemical (ATC) classification system, up to the fifth level, depending on the information provided by the participants (name of medicines and/or indication for use; for 21.7% of the medicines reported only the latter was available), and further grouped for analysis.
This investigation was approved by the Ethics Committee of the São João Hospital, Porto, and all participants provided written informed consent.
Results
A total of 146 participants underwent face-to-face interviews (77.6% of those invited). Their median age was 45 years (interquartile range: 37-53), most were male (86.3%), Portuguese (87.7%) and unemployed (78.8%), and 48.0% had less than four years of education. The median duration of the participants’ homelessness was 24 months (interquartile range: 3-53).
The use of at least one medicine in the previous week was reported by 56.8% of the homeless (total number of medicines: 189; number of medicines/person: median, 2, range, 1-8). It was possible to assign a code of the ATC up to the 5 th (chemical substance), 4 th (chemical subgroup), 3 rd (pharmacological subgroup), 2 nd (therapeutic subgroup) or 1 st (anatomic main group) levels to 72.5%, 9.5%, 7.9%, 7.4% and 2.1% of all medicines recalled, respectively. The participants reported that 95.8% of the medicines were obtained with a medical prescription.
Nervous system drugs were the most frequently reported, especially benzodiazepines, antipsychotics and drugs used in opioid dependence. Only 1.4% of the participants reported the use of anti-inflammatory and antirheumatic products, and 1.4% referred preparations for cough and cold (ATC R05) ( Table 1 ).
Prevalence of use of medicines from different groups/subgroups of the Anatomical Therapeutic Chemical (ATC) classification system in the previous week by homeless people (N = 146).
The use of antihypertensives, diuretics and beta-blocking agents was reported by 6.2% of the homeless (64.3% of those self-reporting a previous diagnosis of hypertension). Drugs used in diabetes were reported by 2.1% of the participants (27.3% of those self-reporting diabetes) and 6.2% of the homeless were using anti-dyslipidemic drugs (28.6% of those self-reporting a previous diagnosis of dyslipidemia).
A total of 15 participants reported to be infected with HIV; one-third were treated with antivirals for systemic use (ATC J05).
The use of benzodiazepines or antipsychotics was much less frequent in men (PR ≈ 0.5), benzodiazepines were used twice more frequently by subjects that had been imprisoned (PR = 2.02) and the use of antipsychotics was strongly associated with smoking (PR = 5.52), although these associations were not statistically significant. Among the subjects that did not attend a health care facility in the previous year, 15.4% and 7.7% reported the use of benzodiazepines and antipsychotics, respectively ( Table 2 ).
Discussion
This study shows a high overall prevalence of medicine use by homeless people in the previous week. The nervous system medicines were by far the most frequently reported, especially benzodiazepines, antipsychotics and drugs for opioid dependence, while the reported use of drugs for the treatment of many common chronic and acute conditions is likely to reflect underuse.
In Portugal, subjects having no financial means to support the relatively small fees practiced in the NHS are entitled to free health care assistance, and the reimbursement of costs with medicines may reach 100% 88 Ministério da Saúde. Decreto de Lei n o 48-A/2010. Regime geral das comparticipações do estado no preço dos medicamentos. Diário da República 2010; 13 mai. . The fact that the latter applies only to prescribed drugs helps to explain the very high percentage of medicines acquired with medical prescription reported by this population. However, social desirability bias may also have accounted for these observations.
The study of “hard-to-reach” populations, such as the homeless, is challenged by difficulties in recruiting representative samples and gaining the confidence of potential participants. Although a random sample of the homeless people could not be obtained, the venue-based sampling was conducted in support institutions that are meeting places where homeless tend to concentrate, and are representative of the institutions of the same type in Porto; the other institutions that were invited are similar to those that participated in their objectives and services provided, and are therefore expected to target similar populations 99 Oliveira LP, Pereira ML, Azevedo A, Lunet N. Risk factors for cardiovascular disease among the homeless and in the general population of the city of Porto, Portugal. Cad Saúde Pública 2012; 28:1517-29.. Furthermore, our sample is expected to include at least one-tenth of the homeless living in Porto, since the population of homeless people in the city was estimated to range between 358 and 1,394 1010 Instituto de Segurança Social. Estudo dos sem-abrigo. Lisboa: Instituto de Segurança Social; 2005..
Regarding data collection, we took into account information both on the medicines’ names and the indications for use to minimize misclassification and missing data, and the small recall period aimed to keep the expected recall bias to a minimum. Although the latter may have contributed to the low reporting of medicines used for acute conditions, such as non-steroidal anti-inflammatory drugs or cough and cold preparations, the prevalences were much lower the expected.
Unpublished data from the general population from the same city 99 Oliveira LP, Pereira ML, Azevedo A, Lunet N. Risk factors for cardiovascular disease among the homeless and in the general population of the city of Porto, Portugal. Cad Saúde Pública 2012; 28:1517-29. shows that anti-dyslipidemic drugs, antihypertensives, anti-inflammatory drugs and other medications (e.g. vitamins, proto-pump inhibitors) are used more often by the general population, whereas among the homeless the prevalence of the use of antiinfectives for systemic use and nervous system drugs (except anti-depressants) is much higher.
The interpretation of the high prevalence of nervous system drugs is limited by the lack of information on medical conditions requiring the use of these medicines. Psychiatric disorders are known risk factors for homelessness, which is also associated with addiction to alcohol or illicit drugs 1111 Breakey WR, Fischer PJ, Kramer M, Nestadt G, Romanoski AJ, Ross A, et al. Health and mental health problems of homeless men and women in Baltimore. JAMA 1989; 262:1352-7. , 1212 Garibaldi B, Conde-Martel A, O’Toole TP. Self-reported comorbidities, perceived needs, and sources for usual care for older and younger homeless adults. J Gen Intern Med 2005; 20:726-30.. These conditions may be either the cause or the consequence of each other, and therefore the cross-sectional nature of our study precludes the identification of the temporal relation. Nevertheless, the relative contribution of these medicines to the overall consumption, and the lack of association between the use of benzodiazepines and antipsychotics and the utilization of health care services suggest that efforts should be developed to promote a more rational use of medicines in this population.
The lack of adherence to treatments as well as the underuse of drugs for asymptomatic chronic conditions, such as hypertension or dyslipidemia, also identified in other studies, need to be taken into consideration from a public health perspective 22 Dixon L, Weiden P, Torres M, Lehman A. Assertive community treatment and medication compliance in the homeless mentally ill. Am J Psychiatry 1997; 154:1302-4. , 77 Kidder DP, Wolitski RJ, Campsmith ML, Nakamura GV. Health status, health care use, medication use, and medication adherence among homeless and housed people living with HIV/AIDS. Am J Public Health 2007; 97:2238-45. , 1313 Khadduri J. The 2009 annual homeless assessment report. Washington DC: U.S. Department of Housing and Urban Development; 2010..
In conclusion, the determinants and implications of this pattern of use of medicines with regard to public health need to be further assessed, along with the promotion of a rational use of medicines in this underprivileged population.
References
- 1Edgar B. European review of statistics on homelessness in Europe, 2009. Brussels: European Federation of National Organisations Working with the Homeless; 2009.
- 2Dixon L, Weiden P, Torres M, Lehman A. Assertive community treatment and medication compliance in the homeless mentally ill. Am J Psychiatry 1997; 154:1302-4.
- 3Haugland G, Siegel C, Hopper K, Alexander MJ. Mental illness among homeless individuals in a suburban county. Psychiatr Serv 1997; 48:504-9.
- 4Sleath BL, Jackson E, Thomas KC, Galloway J, Dumain L, Thorpe J, et al. Literacy and perceived barriers to medication taking among homeless mothers and their children. Am J Health Syst Pharm 2006; 63:346-51.
- 5Cunningham CO, Li X, Ramsey K, Sohler NL. A comparison of HIV health services utilization measures in a marginalized population: self-report versus medical records. Med Care 2007; 45:264-8.
- 6Schumacher JE, Mennemeyer ST, Milby JB, Wallace D, Nolan K. Costs and effectiveness of substance abuse treatments for homeless persons. J Ment Health Policy Econ 2002; 5:33-42.
- 7Kidder DP, Wolitski RJ, Campsmith ML, Nakamura GV. Health status, health care use, medication use, and medication adherence among homeless and housed people living with HIV/AIDS. Am J Public Health 2007; 97:2238-45.
- 8Ministério da Saúde. Decreto de Lei n o 48-A/2010. Regime geral das comparticipações do estado no preço dos medicamentos. Diário da República 2010; 13 mai.
- 9Oliveira LP, Pereira ML, Azevedo A, Lunet N. Risk factors for cardiovascular disease among the homeless and in the general population of the city of Porto, Portugal. Cad Saúde Pública 2012; 28:1517-29.
- 10Instituto de Segurança Social. Estudo dos sem-abrigo. Lisboa: Instituto de Segurança Social; 2005.
- 11Breakey WR, Fischer PJ, Kramer M, Nestadt G, Romanoski AJ, Ross A, et al. Health and mental health problems of homeless men and women in Baltimore. JAMA 1989; 262:1352-7.
- 12Garibaldi B, Conde-Martel A, O’Toole TP. Self-reported comorbidities, perceived needs, and sources for usual care for older and younger homeless adults. J Gen Intern Med 2005; 20:726-30.
- 13Khadduri J. The 2009 annual homeless assessment report. Washington DC: U.S. Department of Housing and Urban Development; 2010.
Publication Dates
- Publication in this collection
Jan 2014
History
- Received
16 Jan 2013 - Reviewed
26 June 2013 - Accepted
09 Sept 2013