Food Security and Mental Health in the United States: Evidence from the Medical Expenditure Panel Survey.

IF 1 4区 医学 Q4 HEALTH POLICY & SERVICES
Chandler B McClellan, Samuel H Zuvekas
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引用次数: 0

Abstract

Background: With over 40 million food insecure Americans, access to food is a significant policy challenge. Food insecurity is associated with many adverse health conditions, including poorer mental health outcomes. However, previous research generally does not address that poor mental health can both be a cause and a consequence of food insecurity.

Aims of the study: We estimate the directional causal effect of food insecurity on mental health status and mental health treatment using bounding methods to partially identify the causal effects from food insecurity to mental health status and mental health treatment.

Methods: Data on food security, mental health status, mental health treatment, and individual and family socioeconomic characteristics for adults come from the nationally representative 2016 and 2017 Medical Expenditure Panel Survey. We use both the continuous score (0-10) of a 10-question module on food security as well as classifying adults as living in households that are food secure (0) or having marginal (1-2), low (3-5), or very low food security (6-10). Mental health status is measured using the Kessler-6 (K6) and the PHQ2 depression screening scales. A K6 score of 13 or greater indicates serious psychological distress while a score of 7 to 12 indicates moderate distress. A score of 3 or more on the PHQ-2 indicates probable depression. Mental health treatment is measured by ambulatory mental health visits, prescriptions for psychotropic medications, and total mental health expenditures. Standard parametric regression models are used as a baseline for partial identification models that bound the effects of food security on mental health. In our preferred specification, we impose the following assumptions: monotone treatment selection (MTS), monotone treatment response (MTR), and monotone instrumental variables (MIV) using household income as an instrument.

Results: Those living in food insecure households are more likely to experience psychological distress and depression than those who in food secure households, but do not seek commensurately more mental health treatment. Non-parametric bounds suggest food insecurity increases the probability of moderate psychological distress by no more than 7.2 percentage points, serious psychological distress by no more than 3 percentage points, and probable depression by no more than 4.2 percentage points. The estimated effect sizes of food security on mental health treatment are much smaller, with treatment uptake increasing by no more than 2.4 percentage points.

Discussion: Our parametric results are consistent with prior findings on the relationship between food security and mental health. We provide evidence for a causal effect of food insecurity which may account for about half the observed association of food security on mental health. A new and previously unreported result indicates that, despite poorer mental health, the food insecure do not show similar increases in mental health care. IMPLICATIONS FOR HEALTH CARE PROVISION AND USE / IMPLICATIONS FOR HEALTH POLICIES: Our results provide policy relevant bounds on the causal impact of food insecurity on mental health. These results raise concerns about the mental health treatment gap in the food insecure population. The relative lack of treatment may point towards deeper structural issues in access to mental health treatment.

美国的食品安全和心理健康:来自医疗支出小组调查的证据。
背景:有超过4000万美国人没有粮食保障,获得粮食是一项重大的政策挑战。粮食不安全与许多不良健康状况有关,包括较差的心理健康结果。然而,之前的研究通常没有指出,心理健康状况不佳既可能是粮食不安全的原因,也可能是其后果。研究目的:利用边界法估计食品不安全对心理健康状况和心理健康治疗的定向因果效应,部分识别食品不安全对心理健康状况和心理健康治疗的因果效应。方法:成年人的食品安全、心理健康状况、心理健康治疗以及个人和家庭社会经济特征数据来自具有全国代表性的2016年和2017年医疗支出小组调查。我们使用10个问题的食品安全模块的连续得分(0-10),并将成年人分为生活在食品安全(0)或边缘(1-2),低(3-5)或非常低食品安全(6-10)的家庭。使用Kessler-6 (K6)和PHQ2抑郁筛查量表测量心理健康状况。K6得分在13分及以上表示严重的心理困扰,而7到12分表示中度的心理困扰。PHQ-2得分在3分或以上表明可能患有抑郁症。心理健康治疗是通过心理健康门诊、精神药物处方和心理健康总支出来衡量的。标准参数回归模型被用作部分识别模型的基线,这些模型将粮食安全对心理健康的影响联系起来。在我们的首选规范中,我们施加了以下假设:单调处理选择(MTS),单调处理响应(MTR)和单调工具变量(MIV),使用家庭收入作为工具。结果:生活在粮食不安全家庭的人比生活在粮食安全家庭的人更有可能经历心理困扰和抑郁,但没有相应地寻求更多的心理健康治疗。非参数界限表明,粮食不安全使出现中度心理困扰的概率增加不超过7.2个百分点,使出现严重心理困扰的概率增加不超过3个百分点,使出现抑郁症的概率增加不超过4.2个百分点。估计粮食安全对心理健康治疗的影响要小得多,治疗接受程度的增加不超过2.4个百分点。讨论:我们的参数结果与先前关于食物安全和心理健康之间关系的研究结果一致。我们为粮食不安全的因果效应提供了证据,这可能占到所观察到的粮食安全与心理健康之间关系的一半左右。一项以前未报告的新结果表明,尽管心理健康状况较差,但粮食不安全的人在心理保健方面并没有出现类似的增加。对卫生保健提供和使用的影响/对卫生政策的影响:我们的结果为食品不安全对心理健康的因果影响提供了政策相关的界限。这些结果引起了人们对粮食不安全人口心理健康治疗差距的关注。治疗的相对缺乏可能表明在获得精神健康治疗方面存在更深层次的结构性问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.20
自引率
6.20%
发文量
8
期刊介绍: The Journal of Mental Health Policy and Economics publishes high quality empirical, analytical and methodologic papers focusing on the application of health and economic research and policy analysis in mental health. It offers an international forum to enable the different participants in mental health policy and economics - psychiatrists involved in research and care and other mental health workers, health services researchers, health economists, policy makers, public and private health providers, advocacy groups, and the pharmaceutical industry - to share common information in a common language.
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