Measurement Invariance of Maternal Depressive Symptoms Across the First 2 Years Since Birth and Across Racial Group, Education, Income, Primiparity, and Age

Up to 19% of postpartum mothers experience depressive symptoms, which are associated with infant development. Thus, research examining postpartum depression has implications for mothers' and infants' well-being. However, this research relies on the often-untested assumption of measurement...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Psychological assessment 2023-08, Vol.35 (8), p.646-658
Hauptverfasser: Padrutt, Emily R., DeJoseph, Meriah L., Wilson, Sylia, Mills-Koonce, Roger, Berry, Daniel
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 658
container_issue 8
container_start_page 646
container_title Psychological assessment
container_volume 35
creator Padrutt, Emily R.
DeJoseph, Meriah L.
Wilson, Sylia
Mills-Koonce, Roger
Berry, Daniel
description Up to 19% of postpartum mothers experience depressive symptoms, which are associated with infant development. Thus, research examining postpartum depression has implications for mothers' and infants' well-being. However, this research relies on the often-untested assumption of measurement invariance-that measures capture the same construct across time and sociodemographic characteristics. In the absence of invariance, measurement bias may confound differences across time and group, contributing to invalid inferences. In a sociodemographically diverse (40.7% African American, 58.9% White; 67.9% below two times the federal poverty line; 19.4% with less than high school education), rural, longitudinal sample (N = 1,275) of mothers, we used moderated nonlinear factor analysis (MNLFA) to examine measurement invariance of the Brief Symptom Inventory-18 (BSI-18) Depressive Symptoms subscale across time since birth, racial group, education, income, primiparity, and maternal age at childbirth. We identified evidence of differential item functioning (DIF; i.e., measurement noninvariance) as a function of racial group and education. Subsequent analyses indicated, however, that the DIF-induced bias had minimal impacts on substantive comparisons examining change over time since birth and group differences. Thus, the presence of measurement noninvariance does not appear to bias substantive comparisons using the BSI-18 Depressive Symptoms subscale across the first 2 years since birth in a sample comprising primarily African American and White mothers living in predominately rural, low-income communities. This study demonstrates the importance of assessing measurement invariance and highlights MNLFA for evaluating the impact of noninvariance as a preliminary step that increases confidence in the validity of substantive inferences. Public Significance Statement Research on depressive symptoms in diverse samples across the first 2 years since birth requires measures that function the same way across time and groups. In a large sample of postpartum mothers, we examined measurement invariance of the BSI-18 Depressive Symptoms subscale. While we identified some differences in measurement, adjusting for differences did not markedly change key takeaways, supporting using this measure in similar samples during the years after birth.
doi_str_mv 10.1037/pas0001242
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2820030448</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2820030448</sourcerecordid><originalsourceid>FETCH-LOGICAL-a415t-64b2ba93d5cfc1c79c62f486d14eecacea88d5eab8896a23846adc409ef84ac13</originalsourceid><addsrcrecordid>eNp90c1u1TAQBWALgWgpbHgAZIkNKjfgvyTOsi1tqdQKREGClTXXmVBXSRxsp9J9Fx4Wh9sWqQtW9uKbY-sMIS85e8eZrN9PEBljXCjxiOzyRjYFl-r743xnihWybNgOeRbjdTZK6vIp2ZG1ELWW9S75fYEQ54ADjomejTcQHIwWqe_oBSQMI_T0A04BY3Q3SC83w5T8EOmBDT5Gmq6QnrgQExX0B0KI9NIt44cupCsKY3sHv4B1Oeo0-Hla0eN2tpCcH1f5TesHXNHPwQ1uys-nzWo7-BOfkycd9BFf3J575NvJ8dejj8X5p9Ozo4PzAhQvU1GptVhDI9vSdpbburGV6JSuWq4QLVgErdsSYa11U4GQWlXQWsUa7LQCy-UeebPNnYL_NWNMZnDRYt_DiH6ORmjBmGRK6UxfP6DXfl5aWpQSuWteNv9XPP-ilrLMan-r_lYUsDNTLgHCxnBmls2af5vN-NVt5LwesL2nd6vM4O0WwARmihsLITnbY7RzCHm7S5iRpdGmUpX8A1sgrlY</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2818967335</pqid></control><display><type>article</type><title>Measurement Invariance of Maternal Depressive Symptoms Across the First 2 Years Since Birth and Across Racial Group, Education, Income, Primiparity, and Age</title><source>APA PsycARTICLES</source><source>MEDLINE</source><creator>Padrutt, Emily R. ; DeJoseph, Meriah L. ; Wilson, Sylia ; Mills-Koonce, Roger ; Berry, Daniel</creator><contributor>Suhr, Julie A</contributor><creatorcontrib>Padrutt, Emily R. ; DeJoseph, Meriah L. ; Wilson, Sylia ; Mills-Koonce, Roger ; Berry, Daniel ; Suhr, Julie A</creatorcontrib><description>Up to 19% of postpartum mothers experience depressive symptoms, which are associated with infant development. Thus, research examining postpartum depression has implications for mothers' and infants' well-being. However, this research relies on the often-untested assumption of measurement invariance-that measures capture the same construct across time and sociodemographic characteristics. In the absence of invariance, measurement bias may confound differences across time and group, contributing to invalid inferences. In a sociodemographically diverse (40.7% African American, 58.9% White; 67.9% below two times the federal poverty line; 19.4% with less than high school education), rural, longitudinal sample (N = 1,275) of mothers, we used moderated nonlinear factor analysis (MNLFA) to examine measurement invariance of the Brief Symptom Inventory-18 (BSI-18) Depressive Symptoms subscale across time since birth, racial group, education, income, primiparity, and maternal age at childbirth. We identified evidence of differential item functioning (DIF; i.e., measurement noninvariance) as a function of racial group and education. Subsequent analyses indicated, however, that the DIF-induced bias had minimal impacts on substantive comparisons examining change over time since birth and group differences. Thus, the presence of measurement noninvariance does not appear to bias substantive comparisons using the BSI-18 Depressive Symptoms subscale across the first 2 years since birth in a sample comprising primarily African American and White mothers living in predominately rural, low-income communities. This study demonstrates the importance of assessing measurement invariance and highlights MNLFA for evaluating the impact of noninvariance as a preliminary step that increases confidence in the validity of substantive inferences. Public Significance Statement Research on depressive symptoms in diverse samples across the first 2 years since birth requires measures that function the same way across time and groups. In a large sample of postpartum mothers, we examined measurement invariance of the BSI-18 Depressive Symptoms subscale. While we identified some differences in measurement, adjusting for differences did not markedly change key takeaways, supporting using this measure in similar samples during the years after birth.</description><identifier>ISSN: 1040-3590</identifier><identifier>ISSN: 1939-134X</identifier><identifier>EISSN: 1939-134X</identifier><identifier>DOI: 10.1037/pas0001242</identifier><identifier>PMID: 37227837</identifier><language>eng</language><publisher>United States: American Psychological Association</publisher><subject>Black or African American - psychology ; Black or African American - statistics &amp; numerical data ; Child ; Child development ; Depression - diagnosis ; Depression - epidemiology ; Depression - ethnology ; Depression - psychology ; Depression, Postpartum - diagnosis ; Depression, Postpartum - epidemiology ; Depression, Postpartum - ethnology ; Depression, Postpartum - psychology ; Factor Analysis ; Female ; Human ; Humans ; Infant ; Major Depression ; Maternal &amp; child health ; Measurement Invariance ; Mothers ; Parity ; Postpartum Depression ; Poverty ; Pregnancy ; Psychometrics ; Racial and Ethnic Groups ; Racial Groups - ethnology ; Racial Groups - psychology ; Racial Groups - statistics &amp; numerical data ; Sociodemographics ; Symptoms ; Test Bias ; White - psychology ; White - statistics &amp; numerical data</subject><ispartof>Psychological assessment, 2023-08, Vol.35 (8), p.646-658</ispartof><rights>2023 American Psychological Association</rights><rights>2023, American Psychological Association</rights><rights>Copyright American Psychological Association Aug 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a415t-64b2ba93d5cfc1c79c62f486d14eecacea88d5eab8896a23846adc409ef84ac13</citedby><orcidid>0000-0002-0698-8879</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37227837$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Suhr, Julie A</contributor><creatorcontrib>Padrutt, Emily R.</creatorcontrib><creatorcontrib>DeJoseph, Meriah L.</creatorcontrib><creatorcontrib>Wilson, Sylia</creatorcontrib><creatorcontrib>Mills-Koonce, Roger</creatorcontrib><creatorcontrib>Berry, Daniel</creatorcontrib><title>Measurement Invariance of Maternal Depressive Symptoms Across the First 2 Years Since Birth and Across Racial Group, Education, Income, Primiparity, and Age</title><title>Psychological assessment</title><addtitle>Psychol Assess</addtitle><description>Up to 19% of postpartum mothers experience depressive symptoms, which are associated with infant development. Thus, research examining postpartum depression has implications for mothers' and infants' well-being. However, this research relies on the often-untested assumption of measurement invariance-that measures capture the same construct across time and sociodemographic characteristics. In the absence of invariance, measurement bias may confound differences across time and group, contributing to invalid inferences. In a sociodemographically diverse (40.7% African American, 58.9% White; 67.9% below two times the federal poverty line; 19.4% with less than high school education), rural, longitudinal sample (N = 1,275) of mothers, we used moderated nonlinear factor analysis (MNLFA) to examine measurement invariance of the Brief Symptom Inventory-18 (BSI-18) Depressive Symptoms subscale across time since birth, racial group, education, income, primiparity, and maternal age at childbirth. We identified evidence of differential item functioning (DIF; i.e., measurement noninvariance) as a function of racial group and education. Subsequent analyses indicated, however, that the DIF-induced bias had minimal impacts on substantive comparisons examining change over time since birth and group differences. Thus, the presence of measurement noninvariance does not appear to bias substantive comparisons using the BSI-18 Depressive Symptoms subscale across the first 2 years since birth in a sample comprising primarily African American and White mothers living in predominately rural, low-income communities. This study demonstrates the importance of assessing measurement invariance and highlights MNLFA for evaluating the impact of noninvariance as a preliminary step that increases confidence in the validity of substantive inferences. Public Significance Statement Research on depressive symptoms in diverse samples across the first 2 years since birth requires measures that function the same way across time and groups. In a large sample of postpartum mothers, we examined measurement invariance of the BSI-18 Depressive Symptoms subscale. While we identified some differences in measurement, adjusting for differences did not markedly change key takeaways, supporting using this measure in similar samples during the years after birth.</description><subject>Black or African American - psychology</subject><subject>Black or African American - statistics &amp; numerical data</subject><subject>Child</subject><subject>Child development</subject><subject>Depression - diagnosis</subject><subject>Depression - epidemiology</subject><subject>Depression - ethnology</subject><subject>Depression - psychology</subject><subject>Depression, Postpartum - diagnosis</subject><subject>Depression, Postpartum - epidemiology</subject><subject>Depression, Postpartum - ethnology</subject><subject>Depression, Postpartum - psychology</subject><subject>Factor Analysis</subject><subject>Female</subject><subject>Human</subject><subject>Humans</subject><subject>Infant</subject><subject>Major Depression</subject><subject>Maternal &amp; child health</subject><subject>Measurement Invariance</subject><subject>Mothers</subject><subject>Parity</subject><subject>Postpartum Depression</subject><subject>Poverty</subject><subject>Pregnancy</subject><subject>Psychometrics</subject><subject>Racial and Ethnic Groups</subject><subject>Racial Groups - ethnology</subject><subject>Racial Groups - psychology</subject><subject>Racial Groups - statistics &amp; numerical data</subject><subject>Sociodemographics</subject><subject>Symptoms</subject><subject>Test Bias</subject><subject>White - psychology</subject><subject>White - statistics &amp; numerical data</subject><issn>1040-3590</issn><issn>1939-134X</issn><issn>1939-134X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp90c1u1TAQBWALgWgpbHgAZIkNKjfgvyTOsi1tqdQKREGClTXXmVBXSRxsp9J9Fx4Wh9sWqQtW9uKbY-sMIS85e8eZrN9PEBljXCjxiOzyRjYFl-r743xnihWybNgOeRbjdTZK6vIp2ZG1ELWW9S75fYEQ54ADjomejTcQHIwWqe_oBSQMI_T0A04BY3Q3SC83w5T8EOmBDT5Gmq6QnrgQExX0B0KI9NIt44cupCsKY3sHv4B1Oeo0-Hla0eN2tpCcH1f5TesHXNHPwQ1uys-nzWo7-BOfkycd9BFf3J575NvJ8dejj8X5p9Ozo4PzAhQvU1GptVhDI9vSdpbburGV6JSuWq4QLVgErdsSYa11U4GQWlXQWsUa7LQCy-UeebPNnYL_NWNMZnDRYt_DiH6ORmjBmGRK6UxfP6DXfl5aWpQSuWteNv9XPP-ilrLMan-r_lYUsDNTLgHCxnBmls2af5vN-NVt5LwesL2nd6vM4O0WwARmihsLITnbY7RzCHm7S5iRpdGmUpX8A1sgrlY</recordid><startdate>20230801</startdate><enddate>20230801</enddate><creator>Padrutt, Emily R.</creator><creator>DeJoseph, Meriah L.</creator><creator>Wilson, Sylia</creator><creator>Mills-Koonce, Roger</creator><creator>Berry, Daniel</creator><general>American Psychological Association</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>7RZ</scope><scope>PSYQQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-0698-8879</orcidid></search><sort><creationdate>20230801</creationdate><title>Measurement Invariance of Maternal Depressive Symptoms Across the First 2 Years Since Birth and Across Racial Group, Education, Income, Primiparity, and Age</title><author>Padrutt, Emily R. ; DeJoseph, Meriah L. ; Wilson, Sylia ; Mills-Koonce, Roger ; Berry, Daniel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a415t-64b2ba93d5cfc1c79c62f486d14eecacea88d5eab8896a23846adc409ef84ac13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Black or African American - psychology</topic><topic>Black or African American - statistics &amp; numerical data</topic><topic>Child</topic><topic>Child development</topic><topic>Depression - diagnosis</topic><topic>Depression - epidemiology</topic><topic>Depression - ethnology</topic><topic>Depression - psychology</topic><topic>Depression, Postpartum - diagnosis</topic><topic>Depression, Postpartum - epidemiology</topic><topic>Depression, Postpartum - ethnology</topic><topic>Depression, Postpartum - psychology</topic><topic>Factor Analysis</topic><topic>Female</topic><topic>Human</topic><topic>Humans</topic><topic>Infant</topic><topic>Major Depression</topic><topic>Maternal &amp; child health</topic><topic>Measurement Invariance</topic><topic>Mothers</topic><topic>Parity</topic><topic>Postpartum Depression</topic><topic>Poverty</topic><topic>Pregnancy</topic><topic>Psychometrics</topic><topic>Racial and Ethnic Groups</topic><topic>Racial Groups - ethnology</topic><topic>Racial Groups - psychology</topic><topic>Racial Groups - statistics &amp; numerical data</topic><topic>Sociodemographics</topic><topic>Symptoms</topic><topic>Test Bias</topic><topic>White - psychology</topic><topic>White - statistics &amp; numerical data</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Padrutt, Emily R.</creatorcontrib><creatorcontrib>DeJoseph, Meriah L.</creatorcontrib><creatorcontrib>Wilson, Sylia</creatorcontrib><creatorcontrib>Mills-Koonce, Roger</creatorcontrib><creatorcontrib>Berry, Daniel</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>APA PsycArticles®</collection><collection>ProQuest One Psychology</collection><collection>MEDLINE - Academic</collection><jtitle>Psychological assessment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Padrutt, Emily R.</au><au>DeJoseph, Meriah L.</au><au>Wilson, Sylia</au><au>Mills-Koonce, Roger</au><au>Berry, Daniel</au><au>Suhr, Julie A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Measurement Invariance of Maternal Depressive Symptoms Across the First 2 Years Since Birth and Across Racial Group, Education, Income, Primiparity, and Age</atitle><jtitle>Psychological assessment</jtitle><addtitle>Psychol Assess</addtitle><date>2023-08-01</date><risdate>2023</risdate><volume>35</volume><issue>8</issue><spage>646</spage><epage>658</epage><pages>646-658</pages><issn>1040-3590</issn><issn>1939-134X</issn><eissn>1939-134X</eissn><abstract>Up to 19% of postpartum mothers experience depressive symptoms, which are associated with infant development. Thus, research examining postpartum depression has implications for mothers' and infants' well-being. However, this research relies on the often-untested assumption of measurement invariance-that measures capture the same construct across time and sociodemographic characteristics. In the absence of invariance, measurement bias may confound differences across time and group, contributing to invalid inferences. In a sociodemographically diverse (40.7% African American, 58.9% White; 67.9% below two times the federal poverty line; 19.4% with less than high school education), rural, longitudinal sample (N = 1,275) of mothers, we used moderated nonlinear factor analysis (MNLFA) to examine measurement invariance of the Brief Symptom Inventory-18 (BSI-18) Depressive Symptoms subscale across time since birth, racial group, education, income, primiparity, and maternal age at childbirth. We identified evidence of differential item functioning (DIF; i.e., measurement noninvariance) as a function of racial group and education. Subsequent analyses indicated, however, that the DIF-induced bias had minimal impacts on substantive comparisons examining change over time since birth and group differences. Thus, the presence of measurement noninvariance does not appear to bias substantive comparisons using the BSI-18 Depressive Symptoms subscale across the first 2 years since birth in a sample comprising primarily African American and White mothers living in predominately rural, low-income communities. This study demonstrates the importance of assessing measurement invariance and highlights MNLFA for evaluating the impact of noninvariance as a preliminary step that increases confidence in the validity of substantive inferences. Public Significance Statement Research on depressive symptoms in diverse samples across the first 2 years since birth requires measures that function the same way across time and groups. In a large sample of postpartum mothers, we examined measurement invariance of the BSI-18 Depressive Symptoms subscale. While we identified some differences in measurement, adjusting for differences did not markedly change key takeaways, supporting using this measure in similar samples during the years after birth.</abstract><cop>United States</cop><pub>American Psychological Association</pub><pmid>37227837</pmid><doi>10.1037/pas0001242</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-0698-8879</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1040-3590
ispartof Psychological assessment, 2023-08, Vol.35 (8), p.646-658
issn 1040-3590
1939-134X
1939-134X
language eng
recordid cdi_proquest_miscellaneous_2820030448
source APA PsycARTICLES; MEDLINE
subjects Black or African American - psychology
Black or African American - statistics & numerical data
Child
Child development
Depression - diagnosis
Depression - epidemiology
Depression - ethnology
Depression - psychology
Depression, Postpartum - diagnosis
Depression, Postpartum - epidemiology
Depression, Postpartum - ethnology
Depression, Postpartum - psychology
Factor Analysis
Female
Human
Humans
Infant
Major Depression
Maternal & child health
Measurement Invariance
Mothers
Parity
Postpartum Depression
Poverty
Pregnancy
Psychometrics
Racial and Ethnic Groups
Racial Groups - ethnology
Racial Groups - psychology
Racial Groups - statistics & numerical data
Sociodemographics
Symptoms
Test Bias
White - psychology
White - statistics & numerical data
title Measurement Invariance of Maternal Depressive Symptoms Across the First 2 Years Since Birth and Across Racial Group, Education, Income, Primiparity, and Age
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-09T21%3A07%3A59IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Measurement%20Invariance%20of%20Maternal%20Depressive%20Symptoms%20Across%20the%20First%202%20Years%20Since%20Birth%20and%20Across%20Racial%20Group,%20Education,%20Income,%20Primiparity,%20and%20Age&rft.jtitle=Psychological%20assessment&rft.au=Padrutt,%20Emily%20R.&rft.date=2023-08-01&rft.volume=35&rft.issue=8&rft.spage=646&rft.epage=658&rft.pages=646-658&rft.issn=1040-3590&rft.eissn=1939-134X&rft_id=info:doi/10.1037/pas0001242&rft_dat=%3Cproquest_cross%3E2820030448%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2818967335&rft_id=info:pmid/37227837&rfr_iscdi=true