Westat, Behavioral Health and Health Policy, Behavioral Health and Health Policy, Lebanon, New Hampshire, USA.
Epidemiol Psychiatr Sci. 2020 Sep 8;29:e167. doi: 10.1017/S2045796020000761.
The number of mental hospital beds per population varies widely across countries, and the reasons for this variation are not fully understood. Given that differences in disease prevalence do not explain variation in inpatient mental health care availability, we examined the relationship between mental hospital beds and national income, education and longevity as measured by the Human Development Index (HDI).
We used an international dataset of social, economic and structural measures to conduct a mixed-effects longitudinal regression of predictors of the number of mental hospital beds per 100 000 in the overall population for 86 countries for years 2005-2015.
Our initial dataset contained 1881 observations consisting of 11 years of potential measurements across 171 countries. After eliminations based on missing data and subsequent imputation, the dataset for the final regression model included 946 observations over 86 countries. The primary predictors of a country's number of mental hospital beds were year, HDI and GINI coefficient, the latter being a measure of income disparity. Holding all other factors constant, the number of beds decreased 8% per year, reflecting the ongoing international trend of deinstitutionalisation. As hypothesised, higher HDI predicted more mental hospital beds. Every 0.1 increase in HDI (0-1.0) was associated with a 126% increase in the number of hospital beds at the sample's mean GINI index score of 38 (0-100). However, a strong interaction between HDI and the GINI coefficient indicated that a high level of income disparity attenuated the positive association between HDI and mental hospital beds. At a GINI index score of 48, every 0.1 increase in HDI was associated with a 71% increase in the number of hospital beds.
As countries reduce the number of hospital beds over time, higher levels of economic disparity are associated with a reduction in the strength of the association between national prosperity and investment in mental hospitals. As power becomes increasingly concentrated, perhaps those with the least are more easily forgotten.
各国的人口每万人精神科病床数量差异很大,其原因尚不完全清楚。鉴于疾病流行率的差异不能解释精神科住院治疗可及性的差异,我们研究了精神科病床数量与人口的国民收入、教育和预期寿命(用人均发展指数(HDI)衡量)之间的关系。
我们使用了一个包含社会、经济和结构措施的国际数据集,对 86 个国家 2005-2015 年总人口中每 10 万人精神科病床数量的预测因素进行了混合效应纵向回归分析。
我们的初始数据集包含了 1881 个观测值,包含了 171 个国家 11 年的潜在测量数据。经过缺失数据的剔除和后续的插补后,最终回归模型的数据集中包含了 86 个国家的 946 个观测值。一个国家精神科病床数量的主要预测因素是年份、HDI 和基尼系数,后者是收入差距的衡量指标。在其他所有因素保持不变的情况下,每年的病床数量减少 8%,反映了国际上持续的去机构化趋势。正如假设的那样,较高的 HDI 预测了更多的精神科病床。在样本的平均基尼系数为 38(0-100)的情况下,HDI 每增加 0.1,就会导致医院病床数量增加 126%。然而,HDI 与基尼系数之间的强烈相互作用表明,收入差距较大削弱了 HDI 与精神科病床之间的正相关关系。在基尼系数为 48 的情况下,HDI 每增加 0.1,医院病床数量就会增加 71%。
随着时间的推移,各国的医院病床数量减少,经济差距越大,与国家繁荣程度和对精神科医院投资之间的关联强度呈负相关。随着权力越来越集中,也许那些最弱小的人更容易被遗忘。