scholarly journals Healthcare Utilization and Out-of-Pocket Expenditures Associated with Depression in Adults: A Cross-Sectional Analysis in Nepal

2019 ◽  
Author(s):  
Selina Rajan ◽  
Sujit D Rathod ◽  
Nagendra P Luitel ◽  
Adrianna Murphy ◽  
Tessa Roberts ◽  
...  
Keyword(s):  
Healthcare Utilization ◽  
Low Income ◽  
Negative Binomial ◽  
Mental Healthcare ◽  
Negative Binomial Regression ◽  
Population Based ◽  
Low Income Countries ◽  
Cross Sectional ◽  
Universal Healthcare ◽  
Probable Depression

Abstract Background: Despite attempts to improve universal healthcare coverage (UHC) in low income countries like Nepal, most healthcare utilization is still financed by out-of-pocket (OOP) payments, with detrimental effects on the poorest and most in need. Evidence from high income countries shows that depression is associated with increased healthcare utilization, which may lead to increased OOP expenditures, placing greater stress on families. To inform policies for integrating mental healthcare into UHC in LMIC, we must understand healthcare utilization and OOP expenditure patterns in people with depression. Aims: We examined associations between symptoms of depression and frequency and type of healthcare utilization and OOP expenditure among adults in Chitwan District, Nepal. Methods: We analysed data from a population-based survey of 2040 adults in 2013, who completed the PHQ-9 screening tool for depression and answered questions about healthcare utilization. We modelled associations between increasing PHQ-9 score and healthcare utilization frequency and OOP expenditure using negative binomial regression. We also compared sector-specific utilization of outpatient healthcare and their related costs among adults with and without probable depression, determined by a PHQ-9 score of 10 or more. Results: We classified 80 (3.6%) participants with probable depression, 70.9% of whom used some form of healthcare in the past year compared to 43.9% of people without probable depression. Mean annual OOP healthcare expenditures were $118 USD in people with probable depression, compared to $110 USD in people without. With each unit increase in PHQ-9 score, there was a 14% increase in total healthcare visits (95% CI 7%-22%, p<0.0001) and $9 USD increase in OOP expenditures (95% CI $2-$17; p<0.0001). People with depression sought most healthcare from pharmacists (30.1%) but reported the greatest expenditure on specialist doctors ($36 USD). Conclusions: In this population-based sample from Central Nepal, we identified dose-dependent increases in healthcare utilization and OOP expenditure with increasing PHQ-9 scores. Strengthening UHC to include early detection and treatment for people affected by depression as an integrated component of healthcare should lead to a reduction in financial pressures on families, which is likely to reduce the incidence of depression in Nepal.

scholarly journals General Healthcare Utilization and Out-of-Pocket Expenditures Associated with Depression in Adults: A Cross-Sectional Analysis in Nepal

2019 ◽  
Author(s):  
Selina Rajan ◽  
Sujit D Rathod ◽  
Nagendra P Luitel ◽  
Adrianna Murphy ◽  
Tessa Roberts ◽  
...  
Keyword(s):  
Healthcare Utilization ◽  
Low Income ◽  
Negative Binomial ◽  
Mental Healthcare ◽  
Negative Binomial Regression ◽  
Population Based ◽  
Low Income Countries ◽  
Cross Sectional ◽  
Universal Healthcare ◽  
Probable Depression

Abstract Background: Despite attempts to improve universal healthcare coverage (UHC) in low income countries like Nepal, most healthcare utilization is still financed by out-of-pocket (OOP) payments, with detrimental effects on the poorest and most in need. Evidence from high income countries shows that depression is associated with increased healthcare utilization, which may lead to increased OOP expenditures, placing greater stress on families. To inform policies for integrating mental healthcare into UHC in LMIC, we must understand general healthcare utilization and OOP expenditure patterns in people with depression. Aims: We examined associations between symptoms of depression and frequency and type of general healthcare utilization and OOP expenditure among adults in Chitwan District, Nepal. Methods: We analysed data from a population-based survey of 2040 adults in 2013, who completed the PHQ-9 screening tool for depression and answered questions about general healthcare utilization. We modelled associations between increasing PHQ-9 score and healthcare utilization frequency and OOP expenditure using negative binomial regression. We also compared sector-specific utilization of outpatient healthcare and their related costs among adults with and without probable depression, determined by a PHQ-9 score of 10 or more. Results: We classified 80 (3.6%) participants with probable depression, 70.9% of whom used some form of general healthcare in the past year compared to 43.9% of people without probable depression. Mean annual OOP healthcare expenditures were $118 USD in people with probable depression, compared to $110 USD in people without. With each unit increase in PHQ-9 score, there was a 14% increase in total healthcare visits (95% CI 7%-22%, p<0.0001) and $9 USD increase in OOP expenditures (95% CI $2-$17; p<0.0001). People with depression sought most general healthcare from pharmacists (30.1%) but reported the greatest expenditure on specialist doctors ($36 USD). Conclusions: In this population-based sample from Central Nepal, we identified dose-dependent increases in healthcare utilization and OOP expenditure with increasing PHQ-9 scores. Strengthening UHC to include early detection and treatment for people affected by depression as an integrated component of general healthcare should lead to a reduction in financial pressures on families, which is likely to reduce the incidence of depression in Nepal.

scholarly journals Healthcare Utilization and Out-of-Pocket Expenditures Associated with Depression in Adults: A Cross-Sectional Analysis in Nepal

2020 ◽  
Author(s):  
Selina Rajan ◽  
Sujit D Rathod ◽  
Nagendra P Luitel ◽  
Adrianna Murphy ◽  
Tessa Roberts ◽  
...  
Keyword(s):  
Healthcare Utilization ◽  
Low Income ◽  
Negative Binomial ◽  
Service Providers ◽  
Outpatient Service ◽  
Healthcare Utilisation ◽  
Population Based ◽  
Low Income Countries ◽  
Cross Sectional ◽  
Probable Depression

Abstract Background: Despite attempts to improve universal healthcare coverage (UHC) in low income countries like Nepal, most healthcare utilization is still financed by out-of-pocket (OOP) payments, with detrimental effects on the poorest and most in need. Evidence from high income countries shows that depression is associated with increased healthcare utilization, which may lead to increased OOP expenditures, placing greater stress on families. To inform policies for integrating mental healthcare into UHC in LMIC, we must understand healthcare utilization and OOP expenditure patterns in people with depression.Aims: We examined associations between symptoms of depression and frequency and type of healthcare utilization and OOP expenditure among adults in Chitwan District, Nepal.Methods: We analysed data from a population-based survey of 2040 adults in 2013, who completed the PHQ-9 screening tool for depression and answered questions about healthcare utilization. We examined associations between increasing PHQ-9 score and healthcare utilization frequency and OOP expenditure using negative binomial regression. We also compared utilization of specific outpatient service providers and their related costs among adults with and without probable depression, determined by a PHQ-9 score of 10 or more.Results: We classified 80 (3.6%) participants with probable depression, 70.9% of whom used some form of healthcare in the past year compared to 43.9% of people without probable depression. Mean annual OOP healthcare expenditures were $118 USD in people with probable depression, compared to $110 USD in people without. With each unit increase in PHQ-9 score, there was a 14% increase in total healthcare visits (95% CI 7%-22%, p<0.0001) and $9 USD increase in OOP expenditures (95% CI $2-$17; p<0.0001). People with depression sought most healthcare from pharmacists (30.1%) but reported the greatest expenditure on specialist doctors ($36 USD).Conclusions: In this population-based sample from Central Nepal, we identified dose-dependent increases in healthcare utilization and OOP expenditure with increasing PHQ-9 scores. Future studies should evaluate whether provision of mental health services as an integrated component of UHC can improve overall health and reduce healthcare utilisation and expenditure, thereby alleviating financial pressures on families.

scholarly journals Healthcare Utilization and Out-of-Pocket Expenditures Associated with Depression in Adults: A Cross-Sectional Analysis in Nepal

2020 ◽  
Author(s):  
Selina Rajan ◽  
Sujit D Rathod ◽  
Nagendra P Luitel ◽  
Adrianna Murphy ◽  
Tessa Roberts ◽  
...  
Keyword(s):  
Healthcare Utilization ◽  
Low Income ◽  
Negative Binomial ◽  
Service Providers ◽  
Outpatient Service ◽  
Healthcare Utilisation ◽  
Population Based ◽  
Low Income Countries ◽  
Cross Sectional ◽  
Probable Depression

Abstract Background: Despite attempts to improve universal healthcare coverage (UHC) in low income countries like Nepal, most healthcare utilization is still financed by out-of-pocket (OOP) payments, with detrimental effects on the poorest and most in need. Evidence from high income countries shows that depression is associated with increased healthcare utilization, which may lead to increased OOP expenditures, placing greater stress on families. To inform policies for integrating mental healthcare into UHC in LMIC, we must understand healthcare utilization and OOP expenditure patterns in people with depression. Aims: We examined associations between symptoms of depression and frequency and type of healthcare utilization and OOP expenditure among adults in Chitwan District, Nepal. Methods: We analysed data from a population-based survey of 2040 adults in 2013, who completed the PHQ-9 screening tool for depression and answered questions about healthcare utilization. We examined associations between increasing PHQ-9 score and healthcare utilization frequency and OOP expenditure using negative binomial regression. We also compared utilization of specific outpatient service providers and their related costs among adults with and without probable depression, determined by a PHQ-9 score of 10 or more. Results: We classified 80 (3.6%) participants with probable depression, 70.9% of whom used some form of healthcare in the past year compared to 43.9% of people without probable depression. Mean annual OOP healthcare expenditures were $118 USD in people with probable depression, compared to $110 USD in people without. With each unit increase in PHQ-9 score, there was a 14% increase in total healthcare visits (95% CI 7%-22%, p<0.0001) and $9 USD increase in OOP expenditures (95% CI $2-$17; p<0.0001). People with depression sought most healthcare from pharmacists (30.1%) but reported the greatest expenditure on specialist doctors ($36 USD). Conclusions: In this population-based sample from Central Nepal, we identified dose-dependent increases in healthcare utilization and OOP expenditure with increasing PHQ-9 scores. Future studies should evaluate whether provision of mental health services as an integrated component of UHC can improve overall health and reduce healthcare utilisation and expenditure, thereby alleviating financial pressures on families.

scholarly journals Healthcare Utilization and Out-of-Pocket Expenditures Associated with Depression in Adults: A Cross-Sectional Analysis in Nepal

2020 ◽  
Author(s):  
Selina Rajan ◽  
Sujit D Rathod ◽  
Nagendra P Luitel ◽  
Adrianna Murphy ◽  
Tessa Roberts ◽  
...  
Keyword(s):  
Healthcare Utilization ◽  
Low Income ◽  
Negative Binomial ◽  
Service Providers ◽  
Outpatient Service ◽  
Population Based ◽  
Low Income Countries ◽  
Health Coverage ◽  
Cross Sectional ◽  
Probable Depression

Abstract Background: Despite attempts to improve universal health coverage (UHC) in low income countries like Nepal, most healthcare utilization is still financed by out-of-pocket (OOP) payments, with detrimental effects on the poorest and most in need. Evidence from high income countries shows that depression is associated with increased healthcare utilization, which may lead to increased OOP expenditures, placing greater stress on families. To inform policies for integrating mental healthcare into UHC in LMIC, we must understand healthcare utilization and OOP expenditure patterns in people with depression. We examined associations between symptoms of depression and frequency and type of healthcare utilization and OOP expenditure among adults in Chitwan District, Nepal. Methods: We analysed data from a population-based survey of 2040 adults in 2013, who completed the PHQ-9 screening tool for depression and answered questions about healthcare utilization. We examined associations between increasing PHQ-9 score and healthcare utilization frequency and OOP expenditure using negative binomial regression. We also compared utilization of specific outpatient service providers and their related costs among adults with and without probable depression, determined by a PHQ-9 score of 10 or more. Results: We classified 80 (3.6%) participants with probable depression, 70.9% of whom used some form of healthcare in the past year compared to 43.9% of people without probable depression. Mean annual OOP healthcare expenditures were $118 USD in people with probable depression, compared to $110 USD in people without. With each unit increase in PHQ-9 score, there was a 14% increase in total healthcare visits (95% CI 7%-22%, p<0.0001) and $9 USD increase in OOP expenditures (95% CI $2-$17; p<0.0001). People with depression sought most healthcare from pharmacists (30.1%) but reported the greatest expenditure on specialist doctors ($36 USD). Conclusions: In this population-based sample from Central Nepal, we identified dose-dependent increases in healthcare utilization and OOP expenditure with increasing PHQ-9 scores. Future studies should evaluate whether provision of mental health services as an integrated component of UHC can improve overall health and reduce healthcare utilisation and expenditure, thereby alleviating financial pressures on families.

scholarly journals Improving access to healthcare for women in Tanzania by addressing socioeconomic determinants and health insurance: a population-based cross-sectional survey

BMJ Open ◽  
2018 ◽  
Vol 8 (9) ◽  
pp. e023013 ◽  
Author(s):  
Deogratius Bintabara ◽  
Keiko Nakamura ◽  
Kaoruko Seino
Keyword(s):  
Health Insurance ◽  
Low Income ◽  
Formal Education ◽  
Wealth Index ◽  
Population Based ◽  
Reproductive Age ◽  
Low Income Countries ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Low Income Country

ObjectiveThis study was performed to explore the factors associated with accumulation of multiple problems in accessing healthcare among women in Tanzania as an example of a low-income country.DesignPopulation-based cross-sectional survey.SettingNationwide representative data for women of reproductive age obtained from the 2015–2016 Tanzania Demographic and Health Survey were analysed.Primary outcome measuresA composite variable, ‘problems in accessing healthcare’, with five (1-5) categories was created based on the number of problems reported: obtaining permission to go to the doctor, obtaining money to pay for advice or treatment, distance to a health facility and not wanting to go alone. Respondents who reported fewer or more problems placed in lower and higher categories, respectively.ResultsA total of 13 266 women aged 15–49 years, with a median age (IQR) of 27 (20–36) years were interviewed and included in the analysis. About two-thirds (65.53%) of the respondents reported at least one of the four major problems in accessing healthcare. Furthermore, after controlling for other variables included in the final model, women without any type of health insurance, those belonging to the poorest class according to the wealth index, those who had not attended any type of formal education, those who were not employed for cash, each year of increasing age and those who were divorced, separated or widowed were associated with greater problems in accessing healthcare.ConclusionThis study indicated the additive effects of barriers to healthcare in low-income countries such as Tanzania. Based on these results, improving uptake of health insurance and addressing social determinants of health are the first steps towards reducing women’s problems associated with accessing healthcare.

scholarly journals Contextual and individual determinants of tooth loss in adults: a population-based multilevel study

2020 ◽  
Author(s):  
Luana Leal Roberto ◽  
Marise Fagundes Silveira ◽  
Alfredo Mauricio Batista De Paula ◽  
Efigênia Ferreira Ferreira ◽  
Andréa Maria Eleutério De Barros Lima Martins ◽  
...  
Keyword(s):  
Oral Health ◽  
Tooth Loss ◽  
Negative Binomial ◽  
Negative Binomial Regression ◽  
Population Based ◽  
Cross Sectional Study ◽  
Social Characteristics ◽  
Dental Services ◽  
Cross Sectional ◽  
Individual Level

Abstract Background: Tooth loss represents a known marker of health inequality. The association between tooth loss and unfavorable socioeconomic conditions is evident when analyzed at an individual level. However, the effects of contextual characteristics on tooth loss need to be better investigated and understood. The objective of this study was to analyze tooth loss among Brazilian adults (35-44 years of age), in accordance with individual and contextual social characteristics. Methods: This was a multilevel cross-sectional study with data from 9,564 adult participants from the Brazilian Oral Health Survey - SBBrasil 2010. The dependent variable was the number of lost teeth and the independent variables were grouped into structural (socioeconomic & political context) and intermediary (socioeconomic position, behavioral & biological factors, and health services) determinants. Multilevel Hierarchical Negative Binomial Regression was conducted and the Mean Ratio (MR) was estimated. Results: Brazilian adults lost a mean of 7.57 (95% CI 7.1-8.1) teeth. Among the contextual variables, the number of teeth lost was higher among residents of municipalities with high and medium/low Municipal Human Development Index (MHDI) and in municipalities that did not have public water fluoridation. Among the individual variables, dental loss was higher among those who declared themselves yellow/black/brown/indigenous, were older, who had lower income, who had never visited a dentist, who had used dental services for more than a year and those whose most recent visit to the dentist was due to oral health problems. On the other hand, dental loss was lower among adults with higher education levels and males. Conclusions: The number of missing teeth was associated with unfavorable contextual and individual conditions, which reinforces the need to reduce social inequality and guarantee regular, lifetime access to dental services.

Epidemiology of hypertension in low-income countries: a cross-sectional population-based survey in rural Uganda

2011 ◽  
Vol 29 (6) ◽  
pp. 1061-1068 ◽  
Author(s):  
Dermot Maher ◽  
Laban Waswa ◽  
Kathy Baisley ◽  
Alex Karabarinde ◽  
Nigel Unwin
Keyword(s):  
Low Income ◽  
Population Based ◽  
Low Income Countries ◽  
Cross Sectional ◽  
Population Based Survey

scholarly journals Prevalence and correlates of alcohol use in a central Nepal district: secondary analysis of a population-based cross-sectional study

2018 ◽  
Vol 5 ◽  
Author(s):  
S. D. Rathod ◽  
N. P. Luitel ◽  
M. J. D. Jordans
Keyword(s):  
Alcohol Use ◽  
Tobacco Use ◽  
Help Seeking ◽  
Negative Binomial ◽  
Alcohol Use Disorders ◽  
Secondary Analysis ◽  
Negative Binomial Regression ◽  
Population Based ◽  
Internalized Stigma ◽  
Cross Sectional

Background.As reported from studies conducted in Nepal, between 15% and 57% of adults had ever consumed alcohol and between 1.5% and 25% of adults have alcohol use disorders (AUD). Few studies in Nepal have identified the correlates of consumption or described the help-seeking patterns and stigma among those affected with AUD.Methods.Interviewers administered the Alcohol Use Disorders Identification Test (AUDIT) as part of population-based surveys of adults in Chitwan District between 2013 and 2017. We conducted a secondary analysis to identify sociodemographic and health-related correlates of recent alcohol consumption using the χ2 test, to identify correlates of total AUDIT scores among men who drink using negative binomial regression, and to describe the treatment-seeking and stigma beliefs of men with AUD.Results.Over half (53.7%, 95% CI 50.4–57.0) of men (n  =  1130) recently consumed alcohol, and there were associations between being a drinker with age, religion, caste, education, occupation and tobacco use. Nearly one in four (23.8%, 95% CI 20.2–27.8%) male drinkers screened positive for AUD, and AUDIT scores were associated with age, caste, marital status, occupation, tobacco use, depression, functional status and suicidal ideation. Few (13.3%, 95% CI 11.7–15.0) women (n  =  2352) recently consumed alcohol, and 5.3% (95% CI 3.0–9.1) of female drinkers screened positive for AUD. Among AUDIT-positive men, 38% spoke to another person about their problems and 80% had internalized stigma.Conclusions.This study revealed that nearly one in four men who drink likely have AUD. Higher AUDIT scores were associated with depression, suicidality, dysfunctionality and internalized stigma.

scholarly journals Contextual and individual determinants of tooth loss in adults: a population-based multilevel study

2020 ◽  
Author(s):  
Luana Leal Roberto ◽  
Marise Fagundes Silveira ◽  
Alfredo Mauricio Batista De Paula ◽  
Efigênia Ferreira Ferreira ◽  
Andréa Maria Eleutério De Barros Lima Martins ◽  
...  
Keyword(s):  
Oral Health ◽  
Tooth Loss ◽  
Negative Binomial ◽  
Negative Binomial Regression ◽  
Population Based ◽  
Cross Sectional Study ◽  
Social Characteristics ◽  
Dental Services ◽  
Cross Sectional ◽  
Individual Level

Abstract Background: Tooth loss represents a known marker of health inequality. The association between tooth loss and unfavorable socioeconomic conditions is evident when analyzed at an individual level. However, the effects of contextual characteristics on tooth loss need to be better investigated and understood. The objective of this study was to analyze tooth loss among Brazilian adults (35-44 years of age), in accordance with individual and contextual social characteristics. Methods: This was a multilevel cross-sectional study with data from 9,564 adult participants from the Brazilian Oral Health Survey - SBBrasil 2010. The dependent variable was the number of lost teeth and the independent variables were grouped into structural (socioeconomic & political context) and intermediary (socioeconomic position, behavioral & biological factors, and health services) determinants. Multilevel Hierarchical Negative Binomial Regression was conducted and the Mean Ratio (MR) was estimated. Results: Brazilian adults lost a mean of 7.57 (95% CI 7.1-8.1) teeth. Among the contextual variables, the number of teeth lost was higher among residents of municipalities with high and medium/low Municipal Human Development Index (MHDI) and in municipalities that did not have public water fluoridation. Among the individual variables, dental loss was higher among those who declared themselves yellow/black/brown/indigenous, were older, who had lower income, who had never visited a dentist, who had used dental services for more than a year and those whose most recent visit to the dentist was due to oral health problems. On the other hand, dental loss was lower among adults with higher education levels and males. Conclusions: The number of missing teeth was associated with unfavorable contextual and individual conditions, which reinforces the need to reduce social inequality and guarantee regular, lifetime access to dental services.

scholarly journals Epidemiology of multimorbidity in conditions of extreme poverty: a population-based study of older adults in rural Burkina Faso

2020 ◽  
Vol 5 (3) ◽  
pp. e002096
Author(s):  
Maria Lisa Odland ◽  
Collin Payne ◽  
Miles D Witham ◽  
Mark J Siedner ◽  
Till Bärnighausen ◽  
...  
Keyword(s):  
Quality Of Life ◽  
Burkina Faso ◽  
Physical Performance ◽  
Low Income ◽  
Household Survey ◽  
Population Based ◽  
Low Income Countries ◽  
Cross Sectional ◽  
Management Interventions

IntroductionMultimorbidity is a health issue of increasing importance worldwide, and is likely to become particularly problematic in low-income countries (LICs) as they undergo economic, demographic and epidemiological transitions. Knowledge of the burden and consequences of multimorbidity in LICs is needed to inform appropriate interventions.MethodsA cross-sectional household survey collected data on morbidities and frailty, disability, quality of life and physical performance on individuals aged over 40 years of age living in the Nouna Health and Demographic Surveillance System area in northwestern Burkina Faso. We defined multimorbidity as the occurrence of two or more conditions, and evaluated the prevalence of and whether this was concordant (conditions in the same morbidity domain of communicable, non-communicable diseases (NCDs) or mental health (MH)) or discordant (conditions in different morbidity domains) multimorbidity. Finally, we fitted multivariable regression models to determine associated factors and consequences of multimorbidity.ResultsMultimorbidity was present in 22.8 (95% CI, 21.4 to 24.2) of the study population; it was more common in females, those who are older, single, more educated, and wealthier. We found a similar prevalence of discordant 11.1 (95% CI, 10.1 to 12.2) and concordant multimorbidity 11.7 (95% CI, 10.6 to 12.8). After controlling for age, sex, marital status, education, and wealth, an increasing number of conditions was strongly associated with frailty, disability, low quality of life, and poor physical performance. We found no difference in the association between concordant and discordant multimorbidity and outcomes, however people who were multimorbid with NCDs alone had better outcomes than those with multimorbidity with NCDs and MH disorders or MH multimorbidity alone.ConclusionsMultimorbidity is prevalent in this poor, rural population and is associated with markers of decreased physical performance and quality of life. Preventative and management interventions are needed to ensure that health systems can deal with increasing multimorbidity and its downstream consequences.

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