Food insufficiency, depression, and the modifying role of social support: Evidence from a population-based, prospective cohort of pregnant women in peri-urban South Africa
Food insecurity has emerged as an important, and potentially modifiable, risk factor for depression. Few studies have brought longitudinal data to bear on investigating this association in sub-Saharan Africa. To estimate the association between food insufficiency and depression symptom severity, and...
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description | Food insecurity has emerged as an important, and potentially modifiable, risk factor for depression. Few studies have brought longitudinal data to bear on investigating this association in sub-Saharan Africa.
To estimate the association between food insufficiency and depression symptom severity, and to determine the extent to which any observed associations were modified by social support.
We conducted a secondary analysis of population-based, longitudinal data collected from 1238 pregnant women during a three-year cluster-randomized trial of a home visiting intervention in Cape Town, South Africa. Surveys were conducted at baseline, 6 months, 18 months, and 36 months (85% retention). A validated, single-item food insufficiency measure inquired about the number of days of hunger in the past week. Depression symptom severity was measured using the Xhosa version of the 10-item Edinburgh Postnatal Depression Scale. In multivariable regression models with cluster-correlated robust estimates of variance, lagged food insufficiency had a strong and statistically significant association with depression symptom severity (β = 0.70; 95% CI, 0.46–0.94), suggesting a 6.5% relative difference in depression symptom severity per day of hunger. In stratified analyses, food insufficiency had a statistically significant association with depression only among women with low levels of instrumental support. Using quantile regression, we found that the adverse impacts of food insufficiency were experienced to a greater degree by women in the upper end of the conditional distribution of depression symptom severity. Estimates from fixed-effects regression models and fixed-effects quantile regression models, accounting for unobserved confounding by time-invariant characteristics, were similar.
Food insufficiency was associated with depression symptom severity, particularly for women in the upper end of the conditional depression distribution. Instrumental social support buffered women against the adverse impacts of food insufficiency.
•Food insufficiency is an important, modifiable risk factor for depression.•We investigate this association using longitudinal data from South Africa.•Food insufficiency has a strong association with depressive symptoms.•The estimates are robust to fixed effects and quantile specifications. |
doi_str_mv | 10.1016/j.socscimed.2015.12.042 |
format | Article |
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To estimate the association between food insufficiency and depression symptom severity, and to determine the extent to which any observed associations were modified by social support.
We conducted a secondary analysis of population-based, longitudinal data collected from 1238 pregnant women during a three-year cluster-randomized trial of a home visiting intervention in Cape Town, South Africa. Surveys were conducted at baseline, 6 months, 18 months, and 36 months (85% retention). A validated, single-item food insufficiency measure inquired about the number of days of hunger in the past week. Depression symptom severity was measured using the Xhosa version of the 10-item Edinburgh Postnatal Depression Scale. In multivariable regression models with cluster-correlated robust estimates of variance, lagged food insufficiency had a strong and statistically significant association with depression symptom severity (β = 0.70; 95% CI, 0.46–0.94), suggesting a 6.5% relative difference in depression symptom severity per day of hunger. In stratified analyses, food insufficiency had a statistically significant association with depression only among women with low levels of instrumental support. Using quantile regression, we found that the adverse impacts of food insufficiency were experienced to a greater degree by women in the upper end of the conditional distribution of depression symptom severity. Estimates from fixed-effects regression models and fixed-effects quantile regression models, accounting for unobserved confounding by time-invariant characteristics, were similar.
Food insufficiency was associated with depression symptom severity, particularly for women in the upper end of the conditional depression distribution. Instrumental social support buffered women against the adverse impacts of food insufficiency.
•Food insufficiency is an important, modifiable risk factor for depression.•We investigate this association using longitudinal data from South Africa.•Food insufficiency has a strong association with depressive symptoms.•The estimates are robust to fixed effects and quantile specifications.</description><identifier>ISSN: 0277-9536</identifier><identifier>EISSN: 1873-5347</identifier><identifier>DOI: 10.1016/j.socscimed.2015.12.042</identifier><identifier>PMID: 26773296</identifier><identifier>CODEN: SSMDEP</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Adolescent ; Adult ; Attrition ; Cape Town South Africa ; Depression ; Depression - diagnosis ; Depression - epidemiology ; Depression - etiology ; Female ; Females ; Food insufficiency ; Food security ; Food supply ; Food Supply - statistics & numerical data ; Health Services ; Home health care ; Humans ; Intervention ; Mental depression ; Pregnancy ; Prospective Studies ; Quantitative psychology ; Regression analysis ; Risk ; Risk factors ; Social Support ; South Africa ; Surveys and Questionnaires ; Urban areas</subject><ispartof>Social science & medicine (1982), 2016-02, Vol.151, p.69-77</ispartof><rights>2016 Elsevier Ltd</rights><rights>Copyright © 2016 Elsevier Ltd. All rights reserved.</rights><rights>Copyright Pergamon Press Inc. Feb 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c536t-15e9d3bcd49337fb54d40e1f2202de6f591312ba029dd7e0e27f3c5a98366df83</citedby><cites>FETCH-LOGICAL-c536t-15e9d3bcd49337fb54d40e1f2202de6f591312ba029dd7e0e27f3c5a98366df83</cites><orcidid>0000-0001-6397-7917</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0277953615303014$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,33751,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26773296$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tsai, Alexander C.</creatorcontrib><creatorcontrib>Tomlinson, Mark</creatorcontrib><creatorcontrib>Comulada, W. Scott</creatorcontrib><creatorcontrib>Rotheram-Borus, Mary Jane</creatorcontrib><title>Food insufficiency, depression, and the modifying role of social support: Evidence from a population-based, prospective cohort of pregnant women in peri-urban South Africa</title><title>Social science & medicine (1982)</title><addtitle>Soc Sci Med</addtitle><description>Food insecurity has emerged as an important, and potentially modifiable, risk factor for depression. Few studies have brought longitudinal data to bear on investigating this association in sub-Saharan Africa.
To estimate the association between food insufficiency and depression symptom severity, and to determine the extent to which any observed associations were modified by social support.
We conducted a secondary analysis of population-based, longitudinal data collected from 1238 pregnant women during a three-year cluster-randomized trial of a home visiting intervention in Cape Town, South Africa. Surveys were conducted at baseline, 6 months, 18 months, and 36 months (85% retention). A validated, single-item food insufficiency measure inquired about the number of days of hunger in the past week. Depression symptom severity was measured using the Xhosa version of the 10-item Edinburgh Postnatal Depression Scale. In multivariable regression models with cluster-correlated robust estimates of variance, lagged food insufficiency had a strong and statistically significant association with depression symptom severity (β = 0.70; 95% CI, 0.46–0.94), suggesting a 6.5% relative difference in depression symptom severity per day of hunger. In stratified analyses, food insufficiency had a statistically significant association with depression only among women with low levels of instrumental support. Using quantile regression, we found that the adverse impacts of food insufficiency were experienced to a greater degree by women in the upper end of the conditional distribution of depression symptom severity. Estimates from fixed-effects regression models and fixed-effects quantile regression models, accounting for unobserved confounding by time-invariant characteristics, were similar.
Food insufficiency was associated with depression symptom severity, particularly for women in the upper end of the conditional depression distribution. Instrumental social support buffered women against the adverse impacts of food insufficiency.
•Food insufficiency is an important, modifiable risk factor for depression.•We investigate this association using longitudinal data from South Africa.•Food insufficiency has a strong association with depressive symptoms.•The estimates are robust to fixed effects and quantile specifications.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Attrition</subject><subject>Cape Town South Africa</subject><subject>Depression</subject><subject>Depression - diagnosis</subject><subject>Depression - epidemiology</subject><subject>Depression - etiology</subject><subject>Female</subject><subject>Females</subject><subject>Food insufficiency</subject><subject>Food security</subject><subject>Food supply</subject><subject>Food Supply - statistics & numerical data</subject><subject>Health Services</subject><subject>Home health care</subject><subject>Humans</subject><subject>Intervention</subject><subject>Mental depression</subject><subject>Pregnancy</subject><subject>Prospective Studies</subject><subject>Quantitative psychology</subject><subject>Regression analysis</subject><subject>Risk</subject><subject>Risk factors</subject><subject>Social Support</subject><subject>South Africa</subject><subject>Surveys and Questionnaires</subject><subject>Urban areas</subject><issn>0277-9536</issn><issn>1873-5347</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BHHNA</sourceid><recordid>eNqNUs2O0zAYjBCILQuvAJa4cGiKfxI74YBUrXZZpJU4AGfLsT-3rhI72ElRn4mXxKVLtXCBg-WDZ-abbzxF8YrgFcGEv92tUtBJuwHMimJSrwhd4Yo-KhakEaysWSUeFwtMhSjbmvGL4llKO4wxwQ17WlxQLgSjLV8UP25CMMj5NFvrtAOvD0tkYIyQkgt-iZQ3aNoCGoJx9uD8BsXQAwoWZQdO9SjN4xji9A5d753JfEA2hgEpNIZx7tWUVcpOJTBLNMaQRtCT2wPSYZtZR508a-OVn9D3MIDPXtAI0ZVz7JRHn8M8bdHaRqfV8-KJVX2CF_f3ZfH15vrL1W159-nDx6v1XanzqlNJamgN67SpWsaE7erKVBiIpRRTA9zWLWGEdgrT1hgBGKiwTNeqbRjnxjbssnh_0h3nLgeswU9R9XKMblDxIINy8s8X77ZyE_ayEpzjimeBN_cCMXybIU1ycElD3ysPYU6SiAaTCjdt-x9QLlqSz1H19V_QXZijz0lklKgYI6fZ4oTSOewUwZ59EyyP3ZE7ee6OPHZHEipzdzLz5cO1z7zfZcmA9QkAOfy9gyjTr8aAcTH_qjTB_XPITzCi3as</recordid><startdate>20160201</startdate><enddate>20160201</enddate><creator>Tsai, Alexander C.</creator><creator>Tomlinson, Mark</creator><creator>Comulada, W. Scott</creator><creator>Rotheram-Borus, Mary Jane</creator><general>Elsevier Ltd</general><general>Pergamon Press Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7U3</scope><scope>7U4</scope><scope>8BJ</scope><scope>BHHNA</scope><scope>DWI</scope><scope>FQK</scope><scope>JBE</scope><scope>K9.</scope><scope>WZK</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-6397-7917</orcidid></search><sort><creationdate>20160201</creationdate><title>Food insufficiency, depression, and the modifying role of social support: Evidence from a population-based, prospective cohort of pregnant women in peri-urban South Africa</title><author>Tsai, Alexander C. ; Tomlinson, Mark ; Comulada, W. Scott ; Rotheram-Borus, Mary Jane</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c536t-15e9d3bcd49337fb54d40e1f2202de6f591312ba029dd7e0e27f3c5a98366df83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Attrition</topic><topic>Cape Town South Africa</topic><topic>Depression</topic><topic>Depression - diagnosis</topic><topic>Depression - epidemiology</topic><topic>Depression - etiology</topic><topic>Female</topic><topic>Females</topic><topic>Food insufficiency</topic><topic>Food security</topic><topic>Food supply</topic><topic>Food Supply - statistics & numerical data</topic><topic>Health Services</topic><topic>Home health care</topic><topic>Humans</topic><topic>Intervention</topic><topic>Mental depression</topic><topic>Pregnancy</topic><topic>Prospective Studies</topic><topic>Quantitative psychology</topic><topic>Regression analysis</topic><topic>Risk</topic><topic>Risk factors</topic><topic>Social Support</topic><topic>South Africa</topic><topic>Surveys and Questionnaires</topic><topic>Urban areas</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tsai, Alexander C.</creatorcontrib><creatorcontrib>Tomlinson, Mark</creatorcontrib><creatorcontrib>Comulada, W. Scott</creatorcontrib><creatorcontrib>Rotheram-Borus, Mary Jane</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Social Services Abstracts</collection><collection>Sociological Abstracts (pre-2017)</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Sociological Abstracts</collection><collection>Sociological Abstracts</collection><collection>International Bibliography of the Social Sciences</collection><collection>International Bibliography of the Social Sciences</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Sociological Abstracts (Ovid)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Social science & medicine (1982)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tsai, Alexander C.</au><au>Tomlinson, Mark</au><au>Comulada, W. Scott</au><au>Rotheram-Borus, Mary Jane</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Food insufficiency, depression, and the modifying role of social support: Evidence from a population-based, prospective cohort of pregnant women in peri-urban South Africa</atitle><jtitle>Social science & medicine (1982)</jtitle><addtitle>Soc Sci Med</addtitle><date>2016-02-01</date><risdate>2016</risdate><volume>151</volume><spage>69</spage><epage>77</epage><pages>69-77</pages><issn>0277-9536</issn><eissn>1873-5347</eissn><coden>SSMDEP</coden><abstract>Food insecurity has emerged as an important, and potentially modifiable, risk factor for depression. Few studies have brought longitudinal data to bear on investigating this association in sub-Saharan Africa.
To estimate the association between food insufficiency and depression symptom severity, and to determine the extent to which any observed associations were modified by social support.
We conducted a secondary analysis of population-based, longitudinal data collected from 1238 pregnant women during a three-year cluster-randomized trial of a home visiting intervention in Cape Town, South Africa. Surveys were conducted at baseline, 6 months, 18 months, and 36 months (85% retention). A validated, single-item food insufficiency measure inquired about the number of days of hunger in the past week. Depression symptom severity was measured using the Xhosa version of the 10-item Edinburgh Postnatal Depression Scale. In multivariable regression models with cluster-correlated robust estimates of variance, lagged food insufficiency had a strong and statistically significant association with depression symptom severity (β = 0.70; 95% CI, 0.46–0.94), suggesting a 6.5% relative difference in depression symptom severity per day of hunger. In stratified analyses, food insufficiency had a statistically significant association with depression only among women with low levels of instrumental support. Using quantile regression, we found that the adverse impacts of food insufficiency were experienced to a greater degree by women in the upper end of the conditional distribution of depression symptom severity. Estimates from fixed-effects regression models and fixed-effects quantile regression models, accounting for unobserved confounding by time-invariant characteristics, were similar.
Food insufficiency was associated with depression symptom severity, particularly for women in the upper end of the conditional depression distribution. Instrumental social support buffered women against the adverse impacts of food insufficiency.
•Food insufficiency is an important, modifiable risk factor for depression.•We investigate this association using longitudinal data from South Africa.•Food insufficiency has a strong association with depressive symptoms.•The estimates are robust to fixed effects and quantile specifications.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>26773296</pmid><doi>10.1016/j.socscimed.2015.12.042</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-6397-7917</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adolescent Adult Attrition Cape Town South Africa Depression Depression - diagnosis Depression - epidemiology Depression - etiology Female Females Food insufficiency Food security Food supply Food Supply - statistics & numerical data Health Services Home health care Humans Intervention Mental depression Pregnancy Prospective Studies Quantitative psychology Regression analysis Risk Risk factors Social Support South Africa Surveys and Questionnaires Urban areas |
title | Food insufficiency, depression, and the modifying role of social support: Evidence from a population-based, prospective cohort of pregnant women in peri-urban South Africa |
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