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Understanding Recession and Self-Rated Health with the Partial Proportional Odds Model: An Analysis of 26 Countries.

ABSTRACT: INTRODUCTION:Self-rated health is demonstrated to vary substantially by both personal socio-economic status and national economic conditions. However, studies investigating the combined influence of individual and country level economic indicators across several countries in the context of recent global recession are limited. This paper furthers our knowledge of the effect of recession on health at both the individual and national level. METHODS:Using the Life in Transition II study, which provides data from 19,759 individuals across 26 European nations, we examine the relationship between self-rated health, personal economic experiences, and macro-economic change. Data analyses include, but are not limited to, the partial proportional odds model which permits the effect of predictors to vary across different levels of our dependent variable. RESULTS:Household experiences with recession, especially a loss of staple good consumption, are associated with lower self-rated health. Most individual-level experiences with recession, such as a job loss, have relatively small negative effects on perceived health; the effect of individual or household economic hardship is strongest in high income nations. Our findings also suggest that macroeconomic growth improves self-rated health in low-income nations but has no effect in high-income nations. Individuals with the greatest probability of "good" self-rated health reside in wealthy countries ($23,910 to $50, 870 GNI per capita). CONCLUSION:Both individual and national economic variables are predictive of self-rated health. Personal and household experiences are most consequential for self-rated health in high income nations, while macroeconomic growth is most consequential in low-income nations.

SUBMITTER: Mayer A

PROVIDER: S-EPMC4626113 | biostudies-literature | 2015

REPOSITORIES: biostudies-literature

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Understanding Recession and Self-Rated Health with the Partial Proportional Odds Model: An Analysis of 26 Countries.

Mayer Adam A Foster Michelle M

PloS one 20151029 10

<h4>Introduction</h4>Self-rated health is demonstrated to vary substantially by both personal socio-economic status and national economic conditions. However, studies investigating the combined influence of individual and country level economic indicators across several countries in the context of recent global recession are limited. This paper furthers our knowledge of the effect of recession on health at both the individual and national level.<h4>Methods</h4>Using the Life in Transition II stu ...[more]

PMID: 26513660

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Project description:ObjectivesThe study was aimed: (1) to describe the quality of antenatal care (ANC) at public health facilities in Northwest Ethiopia, including dimensions of the structure, process and outcome; and (2) to assess the relationship between ANC satisfaction and structure and process dimension of ANC quality.DesignCross sectional.SettingHealthcare facilities providing ANC services in Northwest Ethiopia.Participants795 pregnant women attending the antenatal clinics at 15 public health facilities and 41 health workers working for the surveyed facilities.Outcome measuresThe outcome variable, women's satisfaction with ANC, was constructed from multiple satisfaction items using principal component analysis on an ordered, categorical and three-point Likert scale. The key hypothesised factors considered were structural and process aspects of care. Data were analysed using the partial proportional odds model with 95% CI.ResultsThe result revealed that only 30.3% of the pregnant women were highly satisfied, whereas 31.7% had a lower satisfaction level. The findings showed that process quality indicators better predicted client satisfaction. In relation to this, better scores in history taking (aOR1=aOR2; 1.81 (95% CI 1.25 to 2.60)), counselling (aOR1 = aOR2; 1.89 (95% CI 1.33 to 2.69)) and screening (aOR1= aOR2; 18.10 (95% CI 11.52 to 28.39)) were associated with achieving higher satisfaction. We also observed a significant but lower satisfaction among women in the late trimester of pregnancy (aOR1 = aOR2; 0.87 (95% CI 0.78 to 0.97)). However, we did not see any significant relationship between structural variables and client satisfaction.ConclusionsThe study demonstrated that women's satisfaction with ANC was low. The contents of ANC services covered during client-provider interaction were the main factors affecting client satisfaction. This suggests that efforts are required to improve the competencies of health professionals to make them more effective while dealing with clients.

Project description:Background Multimorbidity, the presence of two or more chronic non-communicable diseases (NCDs) in a given person affects all aspects of people’s lives. Poor quality of life (QoL) is one of the major consequences of living with multimorbidity. Although healthcare should support multimorbid individuals to achieve a better quality of life, little is known about the effect of multimorbidity on the QoL of patients living with chronic conditions. This study aimed to determine the influence of multimorbidity on QoL among clients attending chronic outpatient medical care in Bahir Dar, Northwest Ethiopia. Methodology A multi-centered facility-based study was conducted among 1440 participants aged 40+ years. Two complementary methods were employed to collect sociodemographic and disease related data. We used the short form (SF-12 V2) instrument to measure quality of life (QoL). The data were analyzed by STATA V.16, and a multivariate partial proportional odds model was fitted to identify covariates associated with quality of life. Statistical significance was considered at p-value <0.05. Principal findings Multimorbidity was identified in 54.8% (95% CI = 52.2%-57.4%) of the sample. A significant proportion (33.5%) of the study participants had poor QoL and a quarter (25.8%) of them had moderate QoL. Advanced age, obesity and living with multimorbidity were the factors associated with poor QoL. Conversely, perceived social support and satisfaction with care were the variables positively associated with better QoL. Conclusion The magnitude of multimorbidity in this study was high and individuals living with multimorbidity had a relatively poorer QoL than those without multimorbidity. Care of people with chronic multiple conditions has to be oriented to the realities of multimorbidity burden and its implication on QoL. It is also imperative to replicate the methods we employed to measure and analyze QoL data in this study for facilitating comparison and further development of the approaches.

Dataset Information

Understanding Recession and Self-Rated Health with the Partial Proportional Odds Model: An Analysis of 26 Countries.

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Understanding Recession and Self-Rated Health with the Partial Proportional Odds Model: An Analysis of 26 Countries.

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