Hospitalizations and doctor visits among older adults in Europe: cross-country differences using a multilevel approach.

IF 1.5
Elisa Amo-Saus, Roberto Martinez-Lacoba, Isabel Pardo-García, Pablo Moya-Martínez
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Abstract

Objective: To analyse the individual and country-level determinants of the use of healthcare systems by populations over 50 years of age in Europe.

Method: We conducted a cross-sectional study using data from Wave 7 (2017) of the Survey of Health, Ageing, and Retirement in Europe. The analysis included 27 countries. We fitted multilevel mixed-effects logistic regression models with hospitalization and doctor visits per person per year as dependent variables.

Results: The findings suggest that country-level variables explain between 3.3% and 4.9% of the differences in the likelihood of hospitalizations and approximately 10% of the likelihood of visiting a doctor at least once a year. Life expectancy and number of beds were the country-level variables most strongly associated with a reduced probability of hospitalization and doctor visits, respectively. The study also found that comorbidity and employment status were risk factors associated with hospitalization and doctor visits, while physical activity was a protective factor.

Conclusions: Country-level factors positively associated with higher health service use are the number of beds, health expenditure per capita and preventable mortality. Life expectancy and treatable mortality are negatively associated with the use of these services. Greater comorbidity increase the likelihood of hospitalization and medical visits, while higher muscular strength or regular physical activity reduce them.

欧洲老年人的住院和就医情况:采用多层次方法的跨国差异
目的:分析欧洲50岁以上人群使用医疗保健系统的个人和国家层面的决定因素。方法:我们使用欧洲健康、老龄化和退休调查第7期(2017年)的数据进行了横断面研究。该分析包括27个国家。我们拟合了以每人每年住院和看病次数为因变量的多水平混合效应logistic回归模型。结果:研究结果表明,国家层面的变量解释了3.3%至4.9%的住院可能性差异,以及大约10%的每年至少看一次医生的可能性差异。预期寿命和床位数量分别是与住院和就诊概率降低最密切相关的国家级变量。研究还发现,合并症和就业状况是与住院和看医生有关的危险因素,而体育锻炼是一个保护因素。结论:与较高的卫生服务使用率呈正相关的国家层面因素是床位数量、人均卫生支出和可预防死亡率。预期寿命和可治疗死亡率与使用这些服务呈负相关。更大的合并症增加了住院和就医的可能性,而更高的肌肉力量或有规律的体育活动则减少了这种可能性。
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