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Gustafsson, P. E., Fonseca Rodriguez, O., Castel Feced, S., San Sebastian, M., Bastos, J. L. & Mosquera, P. (2024). A novel application of interrupted time series analysis to identify the impact of a primary health care reform on intersectional inequities in avoidable hospitalizations in the adult Swedish population. Social Science and Medicine, 343, Article ID 116589.
Open this publication in new window or tab >>A novel application of interrupted time series analysis to identify the impact of a primary health care reform on intersectional inequities in avoidable hospitalizations in the adult Swedish population
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2024 (English)In: Social Science and Medicine, ISSN 0277-9536, E-ISSN 1873-5347, Vol. 343, article id 116589Article in journal (Refereed) Published
Abstract [en]

Primary health care (PHC) systems are a crucial instrument for achieving equitable population health, but there is little evidence of how PHC reforms impact equities in population health. In 2010, Sweden implemented a reform that promoted marketization and privatization of PHC. The present study uses a novel integration of intersectionality-informed and evaluative epidemiological analytical frameworks to disentangle the impact of the 2010 Swedish PHC reform on intersectional inequities in avoidable hospitalizations. The study population comprised the total Swedish population aged 18–85 years across 2001–2017, in total 129 million annual observations, for whom register data on sociodemographics and hospitalizations due to ambulatory care sensitive conditions were retrieved. Multilevel Analysis of Individual Heterogeneity and Discriminatory Analyses (MAIHDA) were run for the pre-reform (2001–2009) and post-reform (2010–2017) periods to provide a mapping of inequities. In addition, random effects estimates reflecting the discriminatory accuracy of intersectional strata were extracted from a series MAIHDAs run per year 2001–2017. The estimates were re-analyzed by Interrupted Time Series Analysis (ITSA), in order to identify the impact of the reform on measures of intersectional inequity in avoidable hospitalizations. The results point to a complex reconfiguration of social inequities following the reform. While the post-reform period showed a reduction in overall rates of avoidable hospitalizations and in age disparities, socioeconomic inequities in avoidable hospitalizations, as well as the importance of interactions between complex social positions, both increased. Socioeconomically disadvantaged groups born in the Nordic countries seem to have benefited the least from the reform. The study supports a greater attention to the potentially complex consequences that health reforms can have on inequities in health and health care, which may not be immediate apparent in conventional evaluations of either population-average outcomes, or by simple evaluations of equity impacts. Methodological approaches for evaluation of complex inequity impacts need further development.

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
Discriminatory accuracy, Health inequities, Health reform, Intersectionality, Primary health care, Sweden
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-220159 (URN)10.1016/j.socscimed.2024.116589 (DOI)38237285 (PubMedID)2-s2.0-85182797110 (Scopus ID)
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2016-00236Umeå University, FS2.1.6-339-20
Available from: 2024-02-05 Created: 2024-02-05 Last updated: 2025-02-20Bibliographically approved
Gustafsson, P. E., Fonseca Rodriguez, O., San Sebastián, M., Burström, B. & Mosquera, P. (2024). Evaluating the impact of the 2010 Swedish choice reform in primary health care on avoidable hospitalization and socioeconomic inequities: an interrupted time series analysis using register data. BMC Health Services Research, 24(1), Article ID 972.
Open this publication in new window or tab >>Evaluating the impact of the 2010 Swedish choice reform in primary health care on avoidable hospitalization and socioeconomic inequities: an interrupted time series analysis using register data
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2024 (English)In: BMC Health Services Research, E-ISSN 1472-6963, Vol. 24, no 1, article id 972Article in journal (Refereed) Published
Abstract [en]

Background: The Swedish Primary Health Care (PHC) system has, like in other European countries, undergone a gradual transition towards marketization and privatization, most distinctly through a 2010 choice reform. The reform led to an overall but regionally heterogenous expansion of private PHC providers in Sweden, and with evidence also pointing to possible inequities in various aspects of PHC provision. Evidence on the reform's impact on population-level primary health care performance and equity in performance remains scarce. The present study therefore aimed to examine whether the increase in private provision after the reform impacted on population-average rates of avoidable hospitalizations, as well as on corresponding socioeconomic inequities.

Methods: This register-based study used a multiple-group interrupted time-series design for the study period 2001-2017, with the study population (N = 51 million observations) randomly drawn from the total Swedish population aged 18-85 years. High, medium, and low implementing comparison groups were classified by tertiles of increase in private PHC providers after the reform. PHC performance was measured by avoidable hospitalizations, and socioeconomic position by education and income. Interrupted time series analysis based on individual-level data was used to estimate the reform impact on avoidable hospitalization risk, and on inequities through the Relative Index of Inequality (RII).

Results: All three comparisons groups displayed decreasing risk of avoidable hospitalizations but increasing socioeconomic inequities across the study period. Compared to regions with little change in provision after the reform, regions with large increase in private provision saw a steeper decrease in avoidable hospitalizations after the reform (relative risk (95%): 1.6% (1.1; 2.1)), but at the same time steeper increase in inequities (by education: 2.0% (0.1%; 4.0); by income: 2.2% (-0.1; 4.3)).

Conclusions: The study suggests that the increase in private health care centers, enabled by the choice reform, contributed to a small improvement when it comes to overall PHC performance, but simultaneously to increased socioeconomic inequities in PHC performance. This duality in the impact of the Swedish reform also reflects the arguments in the European health policy debate on patient choice PHC models, with hopes of improved performance but fears of increased inequities.

Place, publisher, year, edition, pages
BioMed Central (BMC), 2024
Keywords
Primary health care, Health reform, Health inequities, Health care performance, Interrupted time series, Register research, Epidemiology, Sweden
National Category
Health Care Service and Management, Health Policy and Services and Health Economy Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-228874 (URN)10.1186/s12913-024-11434-w (DOI)001296582200001 ()39174988 (PubMedID)2-s2.0-85201829706 (Scopus ID)
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2016-00236
Available from: 2024-08-28 Created: 2024-08-28 Last updated: 2025-02-20Bibliographically approved
Mosquera, P. A., San Sebastian, M., Burström, B., Hurtig, A.-K. & Gustafsson, P. E. (2021). Performing Through Privatization: An Ecological Natural Experiment of the Impact of the Swedish Free Choice Reform on Ambulatory Care Sensitive Conditions. Frontiers in Public Health, 9, Article ID 504998.
Open this publication in new window or tab >>Performing Through Privatization: An Ecological Natural Experiment of the Impact of the Swedish Free Choice Reform on Ambulatory Care Sensitive Conditions
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2021 (English)In: Frontiers in Public Health, E-ISSN 2296-2565, Vol. 9, article id 504998Article in journal (Refereed) Published
Abstract [en]

Background: In 2010, Sweden opened up for establishment of privately owned primary health care providers, as part of a national Free Choice in Primary Health Care reform. The reform has been highly debated, and evidence on its effects is scarce. The present study therefore sought to evaluate whether the reform have impacted on primary health care service performance.

Methods: This ecological register-based study used a natural experimental approach through an interrupted time series design. Data comprised the total adult population of the 21 counties of Sweden 2001–2009 (pre-intervention period) and 2010–2016 (post-intervention period). Hospitalizations and emergency department visits for ambulatory care sensitive conditions (ACSC) were used as indicators of primary health care performance. Segmented regression analysis was used to assess the effects of the reform, in Sweden as a whole, as well as compared between counties grouped by (i) change in private provision pre- to post reform; (ii) the timing of the implementation; and (iii) sustained presence of private providers both pre- and post-reform.

Results: The results suggest that, following the introduction of the reform in Sweden as a whole, the trends in total hospitalizations rates were slowed down by 1.0% albeit acute emergency visits increased 1.1% more rapidly after the introduction of the reform. However, we found no evidence of more beneficial effects in counties where the reform had been implemented more ambitiously, specifically those with a larger increase in private primary care providers, or where the reform was introduced early and thus had longer time effects to emerge. Lastly, counties with a sustained high presence of private primary care providers displayed the least favorable development when it comes to ACSC.

Conclusion: Taken together, the present study does not support that the Swedish Free Choice reform has improved performance of the primary care delivery system in Sweden, and suggests that high degree of private provision may involve worse performance and higher care burden for specialized health care. Further evaluations of the consequences of the reform are dire needed to provide a comprehensive picture of its intended and unintended impact on health care provision, delivery and results.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2021
Keywords
ambulatory care sensitive conditions, health system reform, interrupted time series analysis, natural experiment, Sweden
National Category
Health Care Service and Management, Health Policy and Services and Health Economy Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-184908 (URN)10.3389/fpubh.2021.504998 (DOI)000661094200001 ()34136446 (PubMedID)2-s2.0-85107821274 (Scopus ID)
Available from: 2021-06-21 Created: 2021-06-21 Last updated: 2025-02-20Bibliographically approved
Mostafavi, F., Piroozi, B., Mosquera, P., Majdzadeh, R. & Moradi, G. (2020). Assessing horizontal equity in health care utilization in Iran: a decomposition analysis. BMC Public Health, 20, Article ID 914.
Open this publication in new window or tab >>Assessing horizontal equity in health care utilization in Iran: a decomposition analysis
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2020 (English)In: BMC Public Health, E-ISSN 1471-2458, Vol. 20, article id 914Article in journal (Refereed) Published
Abstract [en]

Background: Despite the goal of horizontal equity in Iran, little is known about it. This study aimed i) to assess socioeconomic inequality and horizontal inequity in the healthcare utilization; and ii) to explore the contribution of need and non-need variables to the observed inequalities.

Methods: This study used national cross sectional dataset from Utilization of Health Services survey in 2015. Concentration Index (C), Concentration Curve (CC) and Horizontal Inequity index (HI) were calculated to measure inequality in inpatient and outpatient health care utilization. Decomposition analysis was used to determine the contribution of need and non-need factors to the observed inequalities.

Result: Results showed the pro-poor inpatient services in both rural (C = − 0.079) and non-rural areas (C = − 0.096) and the pro-rich outpatient services in both rural (C = 0.038) and non-rural (C = 0.007). After controlling for need factors, HI was positive and significant for outpatient services in rural (HI = 0.039) and non-rural (HI = 0.008), indicating that for given need, the better off especially in rural make greater use of outpatient services. The HI was pro-poor for inpatient services in both rural (HI = − 0.068) and non-rural (HI = -0.090), was significant only in non-rural area. Non-need factors were the most important contributors to explain inequalities in the decomposition analysis.

Conclusion: Disentangle the different contribution of determinants, as well as greater HI in rural areas for outpatient and in non-rural areas for inpatient services, provide helpful information for decision makers to re-design policy and re-distribute resource allocation in order to reduce the socioeconomic gradient in health care utilization.

Place, publisher, year, edition, pages
BMJ Publishing Group Ltd, 2020
Keywords
Health Inequalities, Socio-Economic, Social Inequalities, Health Services
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-173502 (URN)10.1186/s12889-020-09071-z (DOI)000542633100003 ()32532229 (PubMedID)2-s2.0-85086605483 (Scopus ID)
Available from: 2020-07-24 Created: 2020-07-24 Last updated: 2025-02-20Bibliographically approved
Vaezghasemi, M., Mosquera, P., Gustafsson, P. E., Nilsson, K. & Strandh, M. (2020). Decomposition of income-related inequality in upper secondary school completion in Sweden by mental health, family conditions and contextual characteristics.. SSM - Population Health, 11, Article ID 100566.
Open this publication in new window or tab >>Decomposition of income-related inequality in upper secondary school completion in Sweden by mental health, family conditions and contextual characteristics.
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2020 (English)In: SSM - Population Health, ISSN 2352-8273, Vol. 11, article id 100566Article in journal (Refereed) Published
Abstract [en]

Background: While previous research has evidently and extensively acknowledged socioeconomic gradients in children's education, we know very little about the determinants of socioeconomic-related inequality in children's education at the population level in Sweden. Therefore, we aimed: (i) to assess the extent of income inequality in upper secondary school completion in Sweden; (ii) to examine the contribution of mental health and other determinants to income inequality; and (iii) to explore gender differences in the magnitude and determinants of the inequalities.

Method: We utilised data from a population-based cohort available in Umeå SIMSAM Lab, linked with several national registries in Sweden. The dataset includes all children who were born in Sweden in 1991 and completed or not completed their upper secondary education in 2010, n = 116,812 (56,612 girls and 60,200 boys). We analysed the data using a Wagstaff-type decomposition method.

Results: The results first show substantial income-related inequality in upper secondary school incompletion concentrated among the poor in the Swedish setting. Second, these inequalities were in turn to a large degree explained jointly by parental, family and child factors; primarily parents' income and education, number of siblings and child's poor mental health. Third, these inferences remained when boys and girls were considered separately, although the determinants explained a greater share of the inequalities in boys than in girls.

Conclusion: Our results highlighted substantial income-related inequality in upper secondary school incompletion concentrated among the poor in the Swedish setting. Apart from family level characteristics, which explained a large portion of the inequalities, mental health problems appeared to be of particular importance as they represent a central target for both increasing the population average in upper secondary school completion and for reducing the gap in income-related inequalities in Sweden.

Keywords
Decomposition analysis, Income inequality, Mental health, School achievement, Sweden
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-170063 (URN)10.1016/j.ssmph.2020.100566 (DOI)000564549000020 ()32258354 (PubMedID)2-s2.0-85082184411 (Scopus ID)
Available from: 2020-04-24 Created: 2020-04-24 Last updated: 2025-02-20Bibliographically approved
Szilcz, M., Mosquera, P. A., San Sebastian, M. & Gustafsson, P. E. (2020). Income inequalities in leisure time physical inactivity in northern Sweden: a decomposition analysis. Scandinavian Journal of Public Health, 48(4), 442-451
Open this publication in new window or tab >>Income inequalities in leisure time physical inactivity in northern Sweden: a decomposition analysis
2020 (English)In: Scandinavian Journal of Public Health, ISSN 1403-4948, E-ISSN 1651-1905, Vol. 48, no 4, p. 442-451Article in journal (Refereed) Published
Abstract [en]

AIMS: Increasing income inequalities in leisure time physical inactivity have been reported in the relatively socially equal setting of northern Sweden. The present report seeks to contribute to the literature by exploring the contribution of different factors to the income inequalities in leisure time physical inactivity in northern Sweden.

METHODS: This study was based on the 2014 Health on Equal Terms survey, distributed in the four northernmost counties of Sweden. The analytical sample consisted of 21,000 respondents aged 16-84. Six thematic groups of explanatory variables were used: demographic variables, socioeconomic factors, material resources, family-, psychosocial conditions and functional limitations. Income inequalities in leisure time physical inactivity were decomposed by Wagstaff-type decomposition analysis.

RESULTS: Income inequalities in leisure time physical inactivity were found to be explained to a considerable degree by health-related limitations and unfavourable socioeconomic conditions. Material and psychosocial conditions seemed to be of moderate importance, whereas family and demographic characteristics were of minor importance.

CONCLUSIONS: This study suggests that in order to achieve an economically equal leisure time physical inactivity, policy may need to target the two main barriers of functional limitations and socioeconomic disadvantages.

Place, publisher, year, edition, pages
Sage Publications, 2020
Keywords
Decomposition analysis, income, inequalities, leisure time physical inactivity, northern Sweden
National Category
Public Health, Global Health and Social Medicine Health Care Service and Management, Health Policy and Services and Health Economy
Identifiers
urn:nbn:se:umu:diva-158197 (URN)10.1177/1403494818812647 (DOI)000536910400012 ()30632908 (PubMedID)2-s2.0-85060577048 (Scopus ID)
Available from: 2019-04-16 Created: 2019-04-16 Last updated: 2025-02-21Bibliographically approved
Nyamande, F. N., Mosquera, P., San Sebastian, M. & Gustafsson, P. E. (2020). Intersectional equity in health care: assessing complex inequities in primary and secondary care utilization by gender and education in northern Sweden. International Journal for Equity in Health, 19(1), Article ID 159.
Open this publication in new window or tab >>Intersectional equity in health care: assessing complex inequities in primary and secondary care utilization by gender and education in northern Sweden
2020 (English)In: International Journal for Equity in Health, E-ISSN 1475-9276, Vol. 19, no 1, article id 159Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Knowledge remains scarce about inequities in health care utilization between groups defined, not only by single, but by multiple and intersecting social categories. This study aims to estimate intersectional horizontal inequities in health care utilization by gender and educational level in Northern Sweden, applying a novel methodological approach.

METHODS: Data on participants (N = 22,997) aged 16-84 years from Northern Sweden came from the 2014 Health on Equal Terms cross sectional survey. Primary (general practitioner) and secondary (specialist doctor) health care utilization and health care needs indicators were self-reported, and sociodemographic information came from registers. Four intersectional categories representing high and low educated men, and high and low educated women, were created, to estimate intersectional (joint, referent, and excess) inequalities, and needs-adjusted horizontal inequities in utilization.

RESULTS: Joint inequalities in primary care were large; 8.20 percentage points difference (95%CI: 6.40-9.99) higher utilization among low-educated women than high-educated men. Only the gender referent inequity remained after needs adjustment, with high- (but not low-) educated women utilizing care more frequently than high-educated men (3.66 percentage points difference (95%CI: 2.67-5.25)). In contrast, inequalities in specialist visits were dominated by referent educational inequalities, (5.69 percentage points difference (95%CI: 2.56-6.19), but with no significant horizontal inequity - by gender, education, or their combination - remaining after needs adjustment.

CONCLUSION: This study suggests a complex interaction of gender and educational inequities in access to care in Northern Sweden, with horizontal equity observable for secondary but not primary care. The study thereby illustrates the unique knowledge gained from an intersectional perspective to equity in health care.

Place, publisher, year, edition, pages
BioMed Central, 2020
Keywords
Excess intersectional disparity, Inequality, Inequity, Intersectionality, Joint disparity, Referent disparity
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-175005 (URN)10.1186/s12939-020-01272-7 (DOI)000571772200001 ()32917207 (PubMedID)2-s2.0-85090900694 (Scopus ID)
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2016–00236
Available from: 2020-09-15 Created: 2020-09-15 Last updated: 2025-02-20Bibliographically approved
San Sebastian, M., Mosquera, P. A. & Gustafsson, P. E. (2019). Do cardiovascular disease prevention programs in northern Sweden impact on population health?: An interrupted time series analysis. BMC Public Health, 19, Article ID 202.
Open this publication in new window or tab >>Do cardiovascular disease prevention programs in northern Sweden impact on population health?: An interrupted time series analysis
2019 (English)In: BMC Public Health, E-ISSN 1471-2458, Vol. 19, article id 202Article in journal (Refereed) Published
Abstract [en]

Background: Cardiovascular disease (CVD) is the main cause of morbidity and mortality in Sweden. This study aims to assess the impact of a CVD intervention implemented in 1993 in northern Sweden on the reduction of premature ischemic heart disease (IHD) morbidity and mortality in women and men during the period 1987-2013.

Methods: An ecological controlled interrupted time series design, with pre-intervention period defined as 1987-1993 and post-intervention period 1994-2013 was carried out. For each year, IHD events, stratified by sex, were retrieved from national registers.

Results: Impressive reductions on IHD premature morbidity and mortality were observed to a similar degree in both the intervention county and the other comparison counties across the last 27years. Significant differences in the pre-post intervention trends indicating the intervention group had smaller reductions than expected from its pre-intervention trend and the trend of control counties were found among men for both IHD morbidity and mortality. A similar pattern was observed among women but without significant differences.

Conclusions: Taken together, the data do not support that the intervention has contributed to an additional reduction on IHD morbidity and mortality, above and beyond that which is already seen in neighbouring counties without similar programs.

Place, publisher, year, edition, pages
BioMed Central, 2019
Keywords
Ischemic heart disease, Morbidity, Mortality, Interrupted time series analysis, Intervention, Northern Sweden
National Category
Public Health, Global Health and Social Medicine Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:umu:diva-157210 (URN)10.1186/s12889-019-6514-x (DOI)000459132800003 ()30770750 (PubMedID)2-s2.0-85061614830 (Scopus ID)
Available from: 2019-03-26 Created: 2019-03-26 Last updated: 2025-02-21Bibliographically approved
Saidi, O., Zoghlami, N., Bennett, K. E., Mosquera, P., Malouche, D., Capewell, S., . . . O'Flaherty, M. (2019). Explaining income-related inequalities in cardiovascular risk factors in Tunisian adults during the last decade: comparison of sensitivity analysis of logistic regression and Wagstaff decomposition analysis. International Journal for Equity in Health, 18, Article ID 177.
Open this publication in new window or tab >>Explaining income-related inequalities in cardiovascular risk factors in Tunisian adults during the last decade: comparison of sensitivity analysis of logistic regression and Wagstaff decomposition analysis
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2019 (English)In: International Journal for Equity in Health, E-ISSN 1475-9276, Vol. 18, article id 177Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: It is important to quantify inequality, explain the contribution of underlying social determinants and to provide evidence to guide health policy. The aim of the study is to explain the income-related inequalities in cardiovascular risk factors in the last decade among Tunisian adults aged between 35 and 70 years old.

METHODS: We performed the analysis by applying two approaches and compared the results provided by the two methods. The methods were global sensitivity analysis (GSA) using logistic regression models and the Wagstaff decomposition analysis.

RESULTS: Results provided by the two methods found a higher risk of cardiovascular diseases and diabetes in those with high socio-economic status in 2005. Similar results were observed in 2016. In 2016, the GSA showed that education level occupied the first place on the explanatory list of factors explaining 36.1% of the adult social inequality in high cardiovascular risk, followed by the area of residence (26.2%) and income (15.1%). Based on the Wagstaff decomposition analysis, the area of residence occupied the first place and explained 40.3% followed by income and education level explaining 19.2 and 14.0% respectively. Thus, both methods found similar factors explaining inequalities (income, educational level and regional conditions) but with different rankings of importance.

CONCLUSIONS: The present study showed substantial income-related inequalities in cardiovascular risk factors and diabetes in Tunisia and provided explanations for this. Results based on two different methods similarly showed that structural disparities on income, educational level and regional conditions should be addressed in order to reduce inequalities.

Place, publisher, year, edition, pages
BioMed Central, 2019
Keywords
Cardiovascular risk factors, Diabetes, Global sensitivity analysis (GSA), Logistic regression, Social inequalities, Tunisia, Wagstaff-type decomposition analysis
National Category
Public Health, Global Health and Social Medicine
Research subject
Public health
Identifiers
urn:nbn:se:umu:diva-165270 (URN)10.1186/s12939-019-1047-6 (DOI)000497529100002 ()31730469 (PubMedID)2-s2.0-85075113989 (Scopus ID)
Available from: 2019-11-19 Created: 2019-11-19 Last updated: 2025-02-20Bibliographically approved
Mamani-Ortiz, Y., San Sebastian, M., Armaza, A. X., Luizaga, J. M., Illanes, D. E., Ferrel, M. & Mosquera, P. (2019). Prevalence and determinants of cardiovascular disease risk factors using the WHO STEPS approach in Cochabamba, Bolivia. BMC Public Health, 19, Article ID 786.
Open this publication in new window or tab >>Prevalence and determinants of cardiovascular disease risk factors using the WHO STEPS approach in Cochabamba, Bolivia
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2019 (English)In: BMC Public Health, E-ISSN 1471-2458, Vol. 19, article id 786Article in journal (Refereed) Published
Abstract [en]

Background: Cardiovascular diseases (CVDs) are considered the number one cause of death worldwide, especially in low- and middle-income countries, Bolivia included. Lack of reliable estimates of risk factor distribution can lead to delay in implementation of evidence-based interventions. However, little is known about the prevalence of risk factors in the country. The aim of this study was to assess the prevalence of preventable risk factors associated with CVDs and to identify the demographic and socioeconomic factors associated with them in Cochabamba, Bolivia.

Methods: A cross-sectional community-based study was conducted among youth and adults (N = 10,704) with permanent residence in Cochabamba, selected through a multistage sampling technique, from July 2015 to November 2016. An adapted version of the WHO STEPS survey was used to collect information. The prevalence of relevant behavioural risk factors and anthropometric measures were obtained. The socio-demographic variables included were age, ethnicity, level of education, occupation, place of residence, and marital status. Proportions with 95% confidence intervals were first calculated, and prevalence ratios were estimated for each CVD risk factor, both with crude and adjusted models.

Results: More than half (57.38%) were women, and the mean age was 37.89 ± 18 years. The prevalence of behavioural risk factors were: current smoking, 11.6%; current alcohol consumption, 42.76%; low consumption of fruits and vegetables, 76.73%; and low level of physical activity, 64.77%. The prevalence of overweight was 35.84%; obesity, 20.49%; waist risk or abdominal obesity, 54.13%; and raised blood pressure, 17.5%. Indigenous populations and those living in the Andean region showed in general a lower prevalence of most of the risk factors evaluated.

Conclusion: We provide the first CVD risk factor profile of people living in Cochabamba, Bolivia, using a standardized methodology. Overall, findings suggest that the prevalence of CVD risk factors in Cochabamba is high. This result highlights the need for interventions to improve early diagnosis, monitoring, management, and especially prevention of these risk factors.

Place, publisher, year, edition, pages
BioMed Central, 2019
Keywords
WHO STEPS approach, Cardiovascular risk factors, Obesity, Hypertension, Tobacco, Alcohol, Bolivia
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-161716 (URN)10.1186/s12889-019-7064-y (DOI)000472845800006 ()31221119 (PubMedID)2-s2.0-85067542939 (Scopus ID)
Funder
Sida - Swedish International Development Cooperation Agency
Available from: 2019-08-05 Created: 2019-08-05 Last updated: 2025-02-20Bibliographically approved
Projects
FIIP: Are health inequities rooted in the past? A novel life course approach to socioeconomic inequities in cardiovascular health in Northern Sweden. Researcher: Paola Mosquera [2014-02725_Forte]; Umeå UniversityWhat are the collective consequences of individual choices? A natural experiment of the impact of the free patient choice reform on population health and health inequalities in Sweden [2016-00236_Forte]; Umeå University
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0001-7134-8256

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