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Macharia PM, Joseph NK, Snow RW, Sartorius B, Okiro EA. The impact of child health interventions and risk factors on child survival in Kenya, 1993-2014: a Bayesian spatio-temporal analysis with counterfactual scenarios. BMC Med 2021; 19:102. [PMID: 33941185 PMCID: PMC8094495 DOI: 10.1186/s12916-021-01974-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 03/25/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND During the millennium development goals period, reduction in under-five mortality (U5M) and increases in child health intervention coverage were characterised by sub-national disparities and inequities across Kenya. The contribution of changing risk factors and intervention coverage on the sub-national changes in U5M remains poorly defined. METHODS Sub-national county-level data on U5M and 43 factors known to be associated with U5M spanning 1993 and 2014 were assembled. Using a Bayesian ecological mixed-effects regression model, the relationships between U5M and significant intervention and infection risk ecological factors were quantified across 47 sub-national counties. The coefficients generated were used within a counterfactual framework to estimate U5M and under-five deaths averted (U5-DA) for every county and year (1993-2014) associated with changes in the coverage of interventions and disease infection prevalence relative to 1993. RESULTS Nationally, the stagnation and increase in U5M in the 1990s were associated with rising human immunodeficiency virus (HIV) prevalence and reduced maternal autonomy while improvements after 2006 were associated with a decline in the prevalence of HIV and malaria, increase in access to better sanitation, fever treatment-seeking rates and maternal autonomy. Reduced stunting and increased coverage of early breastfeeding and institutional deliveries were associated with a smaller number of U5-DA compared to other factors while a reduction in high parity and fully immunised children were associated with under-five lives lost. Most of the U5-DA occurred after 2006 and varied spatially across counties. The highest number of U5-DA was recorded in western and coastal Kenya while northern Kenya recorded a lower number of U5-DA than western. Central Kenya had the lowest U5-DA. The deaths averted across the different regions were associated with a unique set of factors. CONCLUSION Contributions of interventions and risk factors to changing U5M vary sub-nationally. This has important implications for targeting future interventions within decentralised health systems such as those operated in Kenya. Targeting specific factors where U5M has been high and intervention coverage poor would lead to the highest likelihood of sub-national attainment of sustainable development goal (SDG) 3.2 on U5M in Kenya.
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Affiliation(s)
- Peter M. Macharia
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
| | - Noel K. Joseph
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
| | - Robert W. Snow
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Benn Sartorius
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Department of Health Metrics Sciences, School of Medicine, University of Washington, Seattle, WA USA
| | - Emelda A. Okiro
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
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Michel JP, Goldberg J. Education, Healthy Ageing and Vaccine Literacy. J Nutr Health Aging 2021; 25:698-701. [PMID: 33949640 PMCID: PMC8040006 DOI: 10.1007/s12603-021-1627-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 03/18/2021] [Indexed: 02/02/2023]
Abstract
Importance and Objective: The Covid pandemic is a timely opportunity to try to broaden our understanding of the links between education and health literacy and explore the vaccine-decision process with a view to identifying interventions that will positively influence vaccine uptake. EVIDENCE Health and vaccine literacy encompass people's knowledge, motivation, and competence to access, understand, appraise and apply health information in order to make judgements and take decisions in everyday life concerning health care, disease prevention and health promotion. FINDINGS Appropriate vaccine communication, which depends greatly on personal and contextual determinants, as well as on societal and environmental circumstances, is essential to reassure people about vaccine efficacy, safety, and possible side effects. However, vaccine confidence is not solely a question of trust in the vaccine's efficacy, safety. and individual protective benefit of vaccination. It also encompasses the mechanism(s) of vaccine activity, immunization schedules, organization and trust in the healthcare system that promotes and delivers the vaccines, and at what costs. When healthcare professionals as science brokers of vaccine knowledge attempt to increase vaccine knowledge and confidence, they must adjust their communication to the educational or health literacy level of their intended audience. Even if their messages are apparently clear and simple, they absolutely need to verify that they are properly understood. RELEVANCE Specific vaccine communication training appears essential to increase vaccine communication skills among healthcare providers. Moreover, further randomized controlled studies are warranted to improve vaccine empowerment among different populations, from a variety of educational backgrounds.
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Affiliation(s)
- J-P Michel
- Jean-Pierre Michel, Honorary professor of Medicine, Medical University of Geneva, Switzerland, + 41 79 77 83 742 ,
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Jansen T, Rademakers J, Waverijn G, Verheij R, Osborne R, Heijmans M. The role of health literacy in explaining the association between educational attainment and the use of out-of-hours primary care services in chronically ill people: a survey study. BMC Health Serv Res 2018; 18:394. [PMID: 29855365 PMCID: PMC5984471 DOI: 10.1186/s12913-018-3197-4] [Citation(s) in RCA: 101] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Accepted: 05/09/2018] [Indexed: 02/05/2023] Open
Abstract
Background Low socioeconomic status (SES) is persistently associated with poor health and suboptimal use of healthcare services, and more unplanned healthcare use. Suboptimal use of emergency and acute healthcare services may increase health inequalities, due to late diagnosis or lack of continuity of care. Given that health literacy has been associated with healthcare utilisation and with education attainment, we sought to explore whether health literacy is related to the use of out-of-hours (OOH) Primary Care Services (PCSs). Additionally, we aimed to study whether and to what extent health literacy accounts for some of the association between education and OOH PSC use. Methods A survey including measures of education attainment, health literacy (assessed by means of the Dutch version of the nine-dimension Health Literacy Questionnaire) and use of PCS was conducted among a sample of adults diagnosed with (any) somatic chronic condition in the Netherlands (response 76.3%, n = 1811). We conducted linear and logistic regression analyses to examine associations between education level and PCS use in the past year. We performed mediation analyses to assess whether the association between education and PCS use was (partly) explained by different aspects of health literacy. We adjusted the models for patient characteristics such as age and morbidity. Results Higher education attainment was associated with higher scores on the health literacy aspects Appraisal of health information, and Navigating the healthcare system. Additionally, appraisal and navigating the healthcare system partially accounted for educational differences in PCS use. Finally, higher appraisal of health information scores were associated with higher PCS utilisation. Conclusion Several aspects of health literacy were demonstrated to relate to PCS use, and partly accounted for educational differences herein. Accordingly, developing health literacy within individuals or communities may help to reduce inappropriate PCS use among people with low education.
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Affiliation(s)
- Tessa Jansen
- NIVEL - Netherlands Institute for Health Services Research, PO Box 1568, 3500 BN, Otterstraat 118-124, 3513, CR, Utrecht, The Netherlands.
| | - Jany Rademakers
- NIVEL - Netherlands Institute for Health Services Research, PO Box 1568, 3500 BN, Otterstraat 118-124, 3513, CR, Utrecht, The Netherlands.,Department of Family Medicine, School for Public Health and Primary Care (CAPHRI), Maastricht University, PO Box 616, 6200, MD, Maastricht, the Netherlands
| | - Geeke Waverijn
- NIVEL - Netherlands Institute for Health Services Research, PO Box 1568, 3500 BN, Otterstraat 118-124, 3513, CR, Utrecht, The Netherlands
| | - Robert Verheij
- NIVEL - Netherlands Institute for Health Services Research, PO Box 1568, 3500 BN, Otterstraat 118-124, 3513, CR, Utrecht, The Netherlands
| | - Richard Osborne
- Health Systems Improvement Unit, Centre for Population Health Research, School of Health and Social Development, Deakin University, 221 Burwood Highway, Burwood VIC, Geelong, 3125, Australia.,Department of Public Health, The University of Copenhagen, Øster Farimagsgade 5, Postboks 2099, 1014, Copenhagen, Denmark
| | - Monique Heijmans
- NIVEL - Netherlands Institute for Health Services Research, PO Box 1568, 3500 BN, Otterstraat 118-124, 3513, CR, Utrecht, The Netherlands
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Educational Inequalities in the Transition to Adulthood in Belgium: The Impact of Intergenerational Mobility on Young-Adult Mortality in 2001-2009. PLoS One 2015; 10:e0142104. [PMID: 26657691 PMCID: PMC4697474 DOI: 10.1371/journal.pone.0142104] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 10/16/2015] [Indexed: 11/25/2022] Open
Abstract
Several studies have focused on the association between parental and personal socioeconomic position (SEP) and health, with mixed results depending on the specific health outcome, research methodology and population under study. In the last decades, a growing interest is given to the influence of intergenerational mobility on several health outcomes at young ages. This study addresses the following research question: Is educational intergenerational mobility associated with all-cause and cause-specific mortality in young adulthood? To this end, the Belgian 1991 and 2001 censuses are used, providing characteristics of young persons at two time points (T1 = 01/03/91;T2 = 01/10/01) and follow-up information on mortality and emigration between T2 and 31/12/09 (T3). The study population consists of all official inhabitants of Flanders and the Brussels-Capital Region at T2, born between 1972 and 1982 and alive at T2. Parental and personal education are divided into primary (PE), lower secondary (LSE), higher secondary (HSE) and higher education (HE). We analyse mortality between T2 and T3 calculating age-standardised mortality rates (ASMRs) and using Cox regression (hazard ratios = HR). Personal rather than parental education determines the observed mortality rates, with high all-cause mortality rates among those with PE, irrespective of parental education (e.g., among men ASMRPE-PE = 200.0 [95% CI 158.0–241.9]; ASMRHE-PE = 319.7 [183.2–456.3]) and low all-cause mortality among those in higher education, regardless of parental education (ASMRPE-HE = 41.7 [30.8–52.6]; ASMRHE-HE = 38.0 [33.2–42.8]). There is some variation by gender and according to cause of death. This study shows the strong association between personal education and young-adult mortality.
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Stringhini S, Spadea T, Stroscia M, Onorati R, Demaria M, Zengarini N, Costa G. Decreasing educational differences in mortality over 40 years: evidence from the Turin Longitudinal Study (Italy). J Epidemiol Community Health 2015; 69:1208-16. [PMID: 26186242 DOI: 10.1136/jech-2015-205673] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2015] [Accepted: 06/24/2015] [Indexed: 11/04/2022]
Abstract
BACKGROUND Recent studies suggest that inequalities in premature mortality have continued to rise over the last decade in most European countries, but not in southern European countries. METHODS In this study, we assess long-term trends (1971-2011) in absolute and relative educational inequalities in all-cause and cause-specific mortality in the Turin Longitudinal Study (Turin, Italy), a record-linkage study including all individuals resident in Turin in the 1971, 1981, 1991 and 2001 censuses, and aged 30-99 years (more than 2 million people). We examined mortality for all causes, cardiovascular disease (CVD), all cancers and specific cancers (lung, breast), as well as smoking and alcohol-related mortality. RESULTS Overall mortality substantially decreased in all educational groups over the study period, although cancer rates only slightly declined. Absolute inequalities decreased for both genders (SII=962/694 in men/women in 1972-1976 and SII=531/259 in 2007-2011, p<0.01). Among men, absolute inequalities for CVD and alcohol-related causes declined (p<0.05), while remaining stable for other causes of death. Among women, declines in absolute inequalities were observed for CVD, smoking and alcohol-related causes and lung cancer (p<0.05). Relative inequalities in all-cause mortality remained stable for men and decreased for women (RII=1.92/2.03 in men/women in 1972-1976 and RII=2.15/1.32 in 2007-2011). Among men, relative inequalities increased for smoking-related causes, while among women they decreased for all cancers, CVD, smoking-related causes and lung cancer (p<0.05). CONCLUSIONS Absolute inequalities in mortality strongly declined over the study period in both genders. Relative educational inequalities in mortality were generally stable among men; while they tended to narrow among women. In general, this study supports the hypothesis that educational inequalities in mortality have decreased in southern European countries.
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Affiliation(s)
- Silvia Stringhini
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Teresa Spadea
- Epidemiology Unit, ASL TO3 Piedmont Region, Grugliasco (TO), Italy
| | - Morena Stroscia
- Public Health and Paediatric Sciences Department, University of Turin, Turin, Italy
| | - Roberta Onorati
- Epidemiology Unit, ASL TO3 Piedmont Region, Grugliasco (TO), Italy
| | - Moreno Demaria
- Department of Epidemiology and Environmental Health, Regional Environment Protection Agency, Grugliasco (TO), Italy
| | - Nicolás Zengarini
- Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
| | - Giuseppe Costa
- Epidemiology Unit, ASL TO3 Piedmont Region, Grugliasco (TO), Italy Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
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Lim D, Kong KA, Lee HA, Lee WK, Park SH, Baik SJ, Park H, Jung-Choi K. The population attributable fraction of low education for mortality in South Korea with improvement in educational attainment and no improvement in mortality inequalities. BMC Public Health 2015; 15:313. [PMID: 25880221 PMCID: PMC4425894 DOI: 10.1186/s12889-015-1665-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2014] [Accepted: 03/19/2015] [Indexed: 11/13/2022] Open
Abstract
Background The educational attainment of Koreans has greatly increased, which was expected to reduce the magnitude of the population attributable fraction (PAF) of mortality associated with low education levels. However, increase in the relative risk (RR) of mortality among those with lower educational levels actually increased the PAF. The purpose of this study was to examine the change in the PAF of lower educational levels for mortality in Korea, where educational attainment has improved and is associated with the exacerbation of inequalities in mortality levels. Methods National census data were used to derive educational levels. The mortality-associated RR of lower educational levels was calculated by reference to national census and death certificate data from 1995, 2000, 2005, and 2010. PAFs were calculated for all-cause mortality, malignant neoplasms, cerebrovascular disease, heart disease, and suicide by gender and age group (30–44 and 45–59 years). Results The PAF of low educational level in terms of total mortality has decreased since 1995 in both genders. This trend was more prominent among those aged 30–44 years. However, the PAFs of suicide in younger females (30–44 years) and of cerebrovascular disease in older males (45–59 years) have increased. The RRs of all-cause mortality and those of the four leading causes of death in those with the lowest educational levels have increased, especially in females aged 30–44 years. Conclusions The consistent and sharp increase in the attainment of education has contributed to the reduction in the PAFs of lower education for mortality, despite the fact that mortality inequalities have not improved. Efforts to reduce health inequalities must promote healthy public policy and address public health policies. Electronic supplementary material The online version of this article (doi:10.1186/s12889-015-1665-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Dohee Lim
- Department of Preventive Medicine, Ewha Womans University School of Medicine, 911-1, Mok-6dong, Yang Cheon-gu, Seoul, 158-710, South Korea.
| | - Kyoung Ae Kong
- Clinical Trial Center, Ewha Womans University Medical Center, 911-1, Mok-6dong, Yang Cheon-gu, Seoul, 158-710, South Korea.
| | - Hye Ah Lee
- Department of Preventive Medicine, Ewha Womans University School of Medicine, 911-1, Mok-6dong, Yang Cheon-gu, Seoul, 158-710, South Korea.
| | - Won Kyung Lee
- Department of Social and Preventive Medicine, Inha University School of Medicine, Incheon, South Korea.
| | - Su Hyun Park
- Department of Preventive Medicine, Ewha Womans University School of Medicine, 911-1, Mok-6dong, Yang Cheon-gu, Seoul, 158-710, South Korea.
| | - Sun Jung Baik
- Department of Preventive Medicine, Ewha Womans University School of Medicine, 911-1, Mok-6dong, Yang Cheon-gu, Seoul, 158-710, South Korea.
| | - Hyesook Park
- Department of Preventive Medicine, Ewha Womans University School of Medicine, 911-1, Mok-6dong, Yang Cheon-gu, Seoul, 158-710, South Korea.
| | - Kyunghee Jung-Choi
- Department of Preventive Medicine, Ewha Womans University School of Medicine, 911-1, Mok-6dong, Yang Cheon-gu, Seoul, 158-710, South Korea.
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De Grande H, Vandenheede H, Deboosere P. Educational inequalities in young-adult mortality between the 1990s and the 2000s: regional differences in Belgium. Arch Public Health 2015; 73:11. [PMID: 25780561 PMCID: PMC4360928 DOI: 10.1186/s13690-014-0059-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2014] [Accepted: 12/20/2014] [Indexed: 11/29/2022] Open
Abstract
Background This study addresses educational inequalities in young-adult mortality between the 1990s and the 2000s by comparing trends in the three different regions in Belgium stratified by sex. Social inequalities in mortality are of major concern to public health but are rarely studied at young ages. Substantial health differences have been found between the Flemish (FR) and Walloon region (WR) concerning (healthy) life expectancy and avoidable mortality, but little is known about regional differentials in young-adult mortality, and comparisons with the Brussels-Capital Region (BCR) have thus far never been made. Methods Data are derived from record linkage between the Belgian censuses of 1991 and 2001 and register data on death and emigration for the periods 01/03/1991-01/03/1999 and 01/10/2001-01/10/2009. Analyses are restricted to young adults aged 25 to 34 years at the moment of each of the censuses. Absolute (directly standardized mortality rates (ASMRs)) and relative (mortality rate ratio using Poisson regression) measures were calculated. Results There is a significant drop in young-adult mortality between the 1990s and the 2000s in all regions and both sexes, with the strongest decline in the BCR (e.g. ASMR of men declined from 165.6 [151.1-180.1] per 100,000 person years to 73.8 [88.3-98.3]). The mortality rates remain highest in the WR in the 2000s Between the 1990s and the 2000s, a remarkable change in the educational distribution occurred as well, with much lower proportions of primary educated in all regions in the 2000s in favour of higher proportions in all other educational levels, especially in higher education. All educational groups show lower mortality over time, except for lower educated men in the FR. Conclusions There is a positive evolution towards lower mortality among the young-adult Belgian population. The WR trails behind in this evolution, which calls for tailored preventive actions. Educational inequalities are marked in all regions and time periods. A more general discussion is needed on the responsibility of society in rendering support and capability to enhance the state of well-being of those not able to achieve a high social position. Electronic supplementary material The online version of this article (doi:10.1186/s13690-014-0059-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Hannelore De Grande
- Department of Sociology - Interface Demography, Vrije Universiteit Brussel, Pleinlaan 5, 1050 Brussels (Elsene), Belgium
| | - Hadewijch Vandenheede
- Department of Sociology - Interface Demography, Vrije Universiteit Brussel, Pleinlaan 5, 1050 Brussels (Elsene), Belgium
| | - Patrick Deboosere
- Department of Sociology - Interface Demography, Vrije Universiteit Brussel, Pleinlaan 5, 1050 Brussels (Elsene), Belgium
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Does more education always lead to better health? Evidence from rural malaysia. BIOMED RESEARCH INTERNATIONAL 2015; 2015:539212. [PMID: 25685796 PMCID: PMC4313063 DOI: 10.1155/2015/539212] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2014] [Revised: 12/08/2014] [Accepted: 12/11/2014] [Indexed: 11/22/2022]
Abstract
Background. Education is usually associated with improvement in health; there is evidence that this may not be the case if education is not fully utilised at work. This study examines the relationship between education level, occupation, and health outcomes of individuals in rural Malaysia. Results. The study finds that the incidence of chronic diseases and high blood pressure are higher for tertiary educated individuals in agriculture and construction occupations. This brings these individuals into more frequent contact with the health system. These occupations are marked with generally lower levels of education and contain fewer individuals with higher levels of education. Conclusions. Education is not always associated with better health outcomes. In certain occupations, greater education seems related to increased chronic disease and contact with the health system, which is the case for workers in agriculture in rural Malaysia. Agriculture is the largest sector of employment in rural Malaysia but with relatively few educated individuals. For the maintenance and sustainability of productivity in this key rural industry, health monitoring and job enrichment policies should be encouraged by government agencies to be part of the agenda for employers in these sectors.
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