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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">IJPDS</journal-id>
<journal-title-group>
<journal-title>International Journal of Population Data Science</journal-title>
<abbrev-journal-title>IJPDS</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2399-4908</issn>
<publisher>
<publisher-name>Swansea University</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.23889/ijpds.v9i2.2396</article-id>
<article-id pub-id-type="publisher-id">9:1:05</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Population Data Science</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Maternal disability and newborn discharge to social services: a population-based study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Grant</surname><given-names initials="C">Claire</given-names></name><xref ref-type="aff" rid="affil-1">1</xref></contrib>
<contrib contrib-type="author"><name><surname>Lunsky</surname><given-names initials="Y">Yona</given-names></name><xref ref-type="aff" rid="affil-2">2</xref><xref ref-type="aff" rid="affil-3">3</xref><xref ref-type="aff" rid="affil-4">4</xref></contrib>
<contrib contrib-type="author"><name><surname>Guttmann</surname><given-names initials="A">Astrid</given-names></name><xref ref-type="aff" rid="affil-4">4</xref><xref ref-type="aff" rid="affil-5">5</xref><xref ref-type="aff" rid="affil-6">6</xref></contrib>
<contrib contrib-type="author"><name><surname>Vigod</surname><given-names initials="SN">Simone N.</given-names></name><xref ref-type="aff" rid="affil-3">3</xref><xref ref-type="aff" rid="affil-4">4</xref><xref ref-type="aff" rid="affil-7">7</xref></contrib>
<contrib contrib-type="author"><name><surname>Sharpe</surname><given-names initials="I">Isobel</given-names></name><xref ref-type="aff" rid="affil-4">4</xref></contrib>
<contrib contrib-type="author"><name><surname>Fung</surname><given-names initials="K">Kinwah</given-names></name><xref ref-type="aff" rid="affil-4">4</xref></contrib>
<contrib contrib-type="author"><name><surname>Brown</surname><given-names initials="HK">Hilary K.</given-names></name><xref ref-type="aff" rid="affil-4">4</xref><xref ref-type="aff" rid="affil-7">7</xref><xref ref-type="aff" rid="affil-8">8</xref><xref ref-type="aff" rid="affil-9">9</xref><xref ref-type="corresp" rid="correspondingAurthor">*</xref></contrib>
<aff id="affil-1"><label>1</label><institution>Department of Epidemiology and Public Health, University College London, London, United Kingdom</institution></aff>
<aff id="affil-2"><label>2</label><institution>Azrieli Adult Neurodevelopmental Centre, Centre for Addiction and Mental Health, Toronto, Canada</institution></aff>
<aff id="affil-3"><label>3</label><institution>Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada</institution></aff>
<aff id="affil-4"><label>4</label><institution>ICES, The Hospital for Sick Children, Toronto, Canada</institution></aff>
<aff id="affil-5"><label>5</label><institution>Edwin SH Leong Centre for Healthy Children, University of Toronto, Toronto, Canada</institution></aff>
<aff id="affil-6"><label>6</label><institution>Department of Pediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada</institution></aff>
<aff id="affil-7"><label>7</label><institution>Women&#x2019;s College Hospital, Toronto, Canada</institution></aff>
<aff id="affil-8"><label>8</label><institution>Department of Health and Society, University of Toronto Scarborough, Toronto, Canada</institution></aff>
<aff id="affil-9"><label>9</label><institution>Dalla Lana School of Public Health, University of Toronto, Toronto, Canada</institution></aff>
</contrib-group>
<author-notes>
<corresp id="correspondingAurthor"><label>*</label>Corresponding author: Hilary K. Brown <email>hk.brown@utoronto.ca</email></corresp>
<fn fn-type="conflict">
<label>Statement of conflicts of interest</label>
<p>Simone N. Vigod receives royalties from UpToDate for authorship of materials on depression and pregnancy.</p>
</fn>
</author-notes>
<pub-date date-type="pub" publication-format="electronic"><day>04</day><month>07</month><year>2024</year></pub-date>
<pub-date date-type="collection" publication-format="electronic"><year>2024</year></pub-date>
<volume>6</volume>
<issue>1</issue>
<elocation-id>2396</elocation-id>
<permissions>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">
<license-p>This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.</license-p>
</license>
</permissions>
<self-uri xlink:href="https://ijpds.org/article/view/2396">This article is available from the IJPDS website at: https://ijpds.org/article/view/2396</self-uri>
<abstract>
<title>Abstract</title>
<sec>
<title>Introduction</title>
<p>Removing a child from their family is the option of last resort for social services. However, decisions to place children into care are occurring more frequently and earlier in children&#x2019;s lives, with newborn discharge to social services being a particular concern due to the effects of mother-newborn separations on child development. Women with disabilities face negative assumptions about their parenting capacity, but little is known about their rates of newborn discharge to social services.</p>
</sec>
<sec>
<title>Objectives</title>
<p>To examine the risk of discharge to social services among newborns of women with and without disabilities.</p>
</sec>
<sec>
<title>Methods</title>
<p>We conducted a population-based cohort study of singleton livebirths in Ontario, Canada, 2008-2019. We used modified Poisson regression to estimate the relative risk (RR) of discharge to social services immediately after the birth hospital stay, comparing newborns of women with physical (n = 114,685), sensory (n = 38,268), intellectual/developmental (n = 2,094), and multiple disabilities (n = 8,075) to newborns of women without a disability (n = 1,221,765). Within each group, we also examined maternal sociodemographic, health, health care, and pregnancy-related characteristics associated with the outcome.</p>
</sec>
<sec>
<title>Results</title>
<p>Compared to newborns of women without disabilities (0.2%), newborns of women with physical (0.5%; aRR 1.53, 95% CI 1.39&#x2013;1.69), sensory (0.4%; aRR 1.34, 95% CI 1.12&#x2013;1.59), intellectual/developmental (5.6%; aRR 5.34, 95% CI 4.36&#x2013;6.53), and multiple disabilities (1.7%; aRR 3.09, 95% CI 2.56&#x2013;3.72) had increased risk of being discharged to social services after the birth hospital stay. Within each group, the strongest predictors of the outcome were young maternal age, low income quintile, social assistance, maternal mental illness and substance use disorders, inadequate prenatal care, and neonatal morbidity.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>Newborns of women with disabilities are at increased risk of being discharged to social services after the birth hospital stay. These findings can be used to inform the development of tailored supports for new mothers with disabilities and their infants.</p>
</sec>
</abstract>
<kwd-group>
<kwd>disability</kwd>
<kwd>social care</kwd>
<kwd>infant health</kwd>
<kwd>population-based cohorts</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec>
<title>Introduction</title>
<p>One in five adults have a disability [<xref ref-type="bibr" rid="ref-1">1</xref>]. Historically, people with disabilities have been subject to discrimination and exclusion, including institutional segregation and involuntary sterilization [<xref ref-type="bibr" rid="ref-2">2</xref>]. In recent decades, pregnancy rates in women with disabilities have risen, with population-based studies reporting one in eight pregnancies are to women with a physical, sensory, or intellectual/developmental disability [<xref ref-type="bibr" rid="ref-3">3</xref>]. Many structural, social, and health-related barriers remain for mothers with disabilities [<xref ref-type="bibr" rid="ref-1">1</xref>, <xref ref-type="bibr" rid="ref-4">4</xref>, <xref ref-type="bibr" rid="ref-5">5</xref>]. Women with disabilities face negative societal attitudes about sexuality, pregnancy, and parenting [<xref ref-type="bibr" rid="ref-6">6</xref>]. Health and social service-providers consider an unborn baby to be more at risk if their mother has a disability [<xref ref-type="bibr" rid="ref-7">7</xref>]. Women with intellectual/developmental disabilities in particular are over-represented in child protection cases internationally [<xref ref-type="bibr" rid="ref-8">8</xref>&#x2013;<xref ref-type="bibr" rid="ref-10">10</xref>], and are more likely to have their children placed in out-of-home care than other mothers [<xref ref-type="bibr" rid="ref-11">11</xref>]. Women with other types of disabilities, including physical and sensory disabilities, also describe being fearful of judgement by professionals in relation to their parenting [<xref ref-type="bibr" rid="ref-12">12</xref>], often without clear evidence or opportunity to demonstrate their abilities [<xref ref-type="bibr" rid="ref-13">13</xref>].</p>
<p>Whilst removing a child from their family is the option of last resort for social services, decisions to place children into care are happening more frequently and earlier in children&#x2019;s lives [<xref ref-type="bibr" rid="ref-13">13</xref>, <xref ref-type="bibr" rid="ref-14">14</xref>]. Newborn discharge to social services is of particular concern, as mother-infant separation has well-documented negative consequences for children&#x2019;s emotional, social, and physical development [<xref ref-type="bibr" rid="ref-15">15</xref>], via impacts on attachment, bonding, and breastfeeding [<xref ref-type="bibr" rid="ref-16">16</xref>]. Such intervention is also traumatic for mothers and likely to worsen their own health and perceived parenting competency [<xref ref-type="bibr" rid="ref-17">17</xref>&#x2013;<xref ref-type="bibr" rid="ref-19">19</xref>]. Without support, women are at risk of being caught in a cycle of recurrent involvement with children&#x2019;s social services, and having more than one child removed from their care across their lifetime [<xref ref-type="bibr" rid="ref-20">20</xref>].</p>
<p>In our prior analyses of administrative health data in Ontario, Canada (2002&#x2013;2012), women with intellectual/ developmental disabilities were eight times more likely than women without these disabilities to have their newborn discharged into social services, even after adjusting for other factors [<xref ref-type="bibr" rid="ref-21">21</xref>]. Yet, little is known about the rates at which women with other disabilities have newborns removed from their care and for how long they are separated, instances of multiple separations in families with more than one child, or predictors of these outcomes. Therefore, we extended our prior research and examined the risk of newborn discharge to social services among women with physical, sensory, intellectual/developmental, and multiple disabilities compared to women with no disability using an updated cohort (2008-2019). As secondary objectives, we (1) examined the risk of sustained separations at 12 months, (2) compared the risk of having multiple separations within one family, and (3) in each disability group, identified risk factors that predict newborn discharge to social services.</p>
</sec>
<sec>
<title>Methods</title>
<sec>
<title>Study design</title>
<p>This was a population-based cohort study in Ontario, Canada using linked administrative health and demographic data. We accessed and analyzed health records at ICES (formerly the Institute for Clinical Evaluative Sciences), which houses information on all Ontario residents (population: 14.6 million; births per year: 140,000). Information was obtained on health services contact and socio-demographics (<xref ref-type="table" rid="table-1">Table 1</xref>) and linked using a unique encoded identifier.</p>
<table-wrap id="table-1">
<label>Table 1</label><caption><title>Data source information</title></caption>
<table frame="hsides" rules="groups">
<col width="50%"/>
<col width="50%"/>
<tbody>
<tr>
<td align="left" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Data source</bold></td>
<td align="left" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Description</bold></td>
</tr>
<tr>
<td align="left" valign="top">Canadian Institutes of Health Information Discharge Abstract Database</td>
<td align="left" valign="top">Diagnoses from hospital admissions, coded using the International Classification of Diseases and Related Health Problems</td>
</tr>
<tr>
<td align="left" valign="top">National Ambulatory Care Reporting System</td>
<td align="left" valign="top">Diagnoses from emergency department visits, coded using the International Classification of Diseases and Related Health Problems</td>
</tr>
<tr>
<td align="left" valign="top">Ontario Health Insurance Plan database</td>
<td align="left" valign="top">Outpatient physician billing claims</td>
</tr>
<tr>
<td align="left" valign="top">Ontario Mental Health Reporting System</td>
<td align="left" valign="top">Diagnoses from hospital admissions in facilities with designated mental health beds, coded using the Diagnostic and Statistical Manual of Mental Disorders</td>
</tr>
<tr>
<td align="left" valign="top">Registered Persons Database</td>
<td align="left" valign="top">Dates of birth, dates of death, and residential postal code, linked with Census information</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Study population</title>
<p>The cohort included singleton livebirths conceived between April 1, 2008, and March 31, 2019 and delivered in Ontario hospitals. We excluded non-Ontario residents and those with missing data on neighbourhood income quintile and rurality (<xref ref-type="supplementary-material" rid="sup-a">Supplementary Appendix 1</xref>).</p>
<p>Diagnostic algorithms developed in consultation with clinicians and researchers with expertise in disability were applied to health care encounters to identify maternal disability, as in prior research in Ontario and elsewhere [<xref ref-type="bibr" rid="ref-22">22</xref>&#x2013;<xref ref-type="bibr" rid="ref-24">24</xref>] (<xref ref-type="supplementary-material" rid="sup-a">Supplementary Appendix 2</xref>). We considered a mother to have a disability if she had a relevant diagnosis in <italic>&#x2265;</italic>2 outpatient physician visits or any emergency department visit or hospitalization before conception. Women with congenital anomalies, musculoskeletal disorders, neurologic disorders, and permanent injuries were considered to have physical disabilities; those with hearing and vision loss were considered to have sensory disabilities; those with autism spectrum disorder, chromosomal anomalies resulting in intellectual disability, fetal alcohol spectrum disorder, or other intellectual disability were considered to have intellectual/developmental disabilities; and women with diagnoses in <italic>&#x2265;</italic>2 of these categories were considered to have multiple disabilities. Women without any recorded disabilities were the referent group.</p>
</sec>
<sec>
<title>Outcomes</title>
<p>The main outcome was newborn discharge to social services immediately after the birth hospital stay, defined based on (a) the discharge disposition being listed as &#x201C;social services&#x201D;, (b) the newborn being transferred from hospital to the Children&#x2019;s Aid Society, or (c) the presence of diagnostic code Z62.2 (&#x201C;institutional upbringing&#x201D;) in the newborn health record [<xref ref-type="bibr" rid="ref-15">15</xref>]. As secondary outcomes: (1) we identified prolonged maternal-newborn separations using discordant residential postal codes at 12 months as a proxy, and (2) among women with at least two livebirths during the study period, we identified those with multiple newborns discharged to social services immediately after the birth hospital stay across the study period.</p>
</sec>
<sec>
<title>Covariates</title>
<p>We measured maternal sociodemographic characteristics: age, parity, neighbourhood income quintile, social assistance receipt [<xref ref-type="bibr" rid="ref-25">25</xref>], and rurality. Maternal health was described using stable and unstable chronic conditions (Johns Hopkins Adjusted Clinical Groups System v. 10.0) [<xref ref-type="bibr" rid="ref-26">26</xref>], mental illness, and substance use disorders, each measured in the 2 years before pregnancy. We measured health care using the Revised Graduated Prenatal Care Utilization Index [<xref ref-type="bibr" rid="ref-27">27</xref>], which categorizes prenatal care adequacy based on the timing and number of visits. Finally, we measured several pregnancy characteristics: severe maternal morbidity [<xref ref-type="bibr" rid="ref-28">28</xref>], preterm birth, and severe neonatal morbidity [<xref ref-type="bibr" rid="ref-29">29</xref>]. Full definitions are included in <xref ref-type="supplementary-material" rid="sup-a">Supplementary Appendix 3</xref>.</p>
</sec>
<sec>
<title>Statistical analyses</title>
<p>We compared the characteristics of newborns of women with and without disabilities using frequencies, percentages, and standardized differences [<xref ref-type="bibr" rid="ref-30">30</xref>].</p>
<p>We estimated the relative risk (RR) and 95% confidence interval (CI) of discharge to social services, comparing newborns of women with physical, sensory, intellectual/ developmental, and multiple disabilities to those without disabilities, using modified Poisson regression [<xref ref-type="bibr" rid="ref-31">31</xref>] with generalized estimating equations to adjust for clustering of siblings within mothers [<xref ref-type="bibr" rid="ref-32">32</xref>]. We generated crude RRs and RRs adjusted for maternal sociodemographic and health characteristics. Health care and pregnancy characteristics were considered pathway variables and were added to the models in a second step to evaluate their impact on the outcome.</p>
<p>In additional analyses, we used modified Poisson regression to examine the risk of sustained maternal-newborn separation at 12 months. We used multinomial logistic regression to examine the odds ratios (OR) of <italic>&#x2265;</italic> 2 and 1, vs. no instances of newborn discharge to social services among women with multiple livebirths during the study period. Finally, within each of the five groups, we used modified Poisson regression to estimate the RR and 95% CI of each predictor variable on newborn discharge to social services. These were: maternal age, parity, neighbourhood income quintile, social assistance receipt, rurality, stable and unstable chronic conditions, mental illness, and substance use disorder; prenatal care adequacy; severe maternal morbidity; preterm birth; and severe neonatal morbidity.</p>
<p>Analyses used SAS v. 9.4 (SAS Institute Inc., Cary, NC).</p>
</sec>
</sec>
<sec>
<title>Results</title>
<p>From 2008-2019, there were 114,685 births to women with physical, 38,268 to women with sensory, 2,094 to women with intellectual/developmental, 8,075 to women with multiple disabilities, and 1,221,765 to women without a disability. Women with sensory, intellectual/ developmental, and multiple disabilities were younger than those without disabilities. Women with intellectual/developmental disabilities were more likely to live in neighbourhoods in the two lowest quintiles, and all disability groups were more likely to receive social assistance. Women with physical and multiple disabilities were more likely to live in rural areas. Women with multiple disabilities were more likely to have stable chronic conditions; all disability groups were more likely to have unstable chronic conditions and mental illness; and those with physical, intellectual/developmental, and multiple disabilities were more likely to have a substance use disorder. Finally, women with multiple disabilities were more likely to experience severe maternal morbidity, and newborns of women with intellectual/developmental and multiple disabilities were more likely to be preterm and experience severe neonatal morbidity (<xref ref-type="table" rid="table-2">Table 2</xref>).</p>
<table-wrap id="table-2">
<label>Table 2</label><caption><title>Characteristics of newborns in Ontario, 2008&#x2013;2019, by maternal disability status</title></caption>
<table frame="hsides" rules="groups">
<col width="20%"/>
<col width="20%"/>
<col width="10%"/>
<col width="20%"/>
<col width="10%"/>
<col width="20%"/>
<tbody>
<tr>
<td rowspan="2" align="left" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Disability status</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Physical</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Sensory</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Intellectual or developmental</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Multiple</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>None</bold></td>
</tr>
<tr>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold><italic>N</italic> = 114,685</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold><italic>N</italic> = 38,268</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold><italic>N</italic> = 2,094</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold><italic>N</italic> = 8,075</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold><italic>N</italic> = 1,221,765</bold></td>
</tr>
<tr>
<td colspan="6" align="left" valign="top">Maternal age</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;15&#x2013;24 years</td>
<td align="center" valign="top">16,628(14.5)</td>
<td align="center" valign="top">7,026(18.4)<sup>a</sup></td>
<td align="center" valign="top">862(41.2)<sup>a</sup></td>
<td align="center" valign="top">1,657(20.5)<sup>a</sup></td>
<td align="center" valign="top">168,803(13.8)</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;25&#x2013;34 years</td>
<td align="center" valign="top">69,358(60.5)</td>
<td align="center" valign="top">22,481(58.7)</td>
<td align="center" valign="top">917(43.8)<sup>a</sup></td>
<td align="center" valign="top">4,572(56.6)<sup>a</sup></td>
<td align="center" valign="top">777,677(63.7)</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;35&#x2013;49 years</td>
<td align="center" valign="top">28,699(25.0)</td>
<td align="center" valign="top">8,761(22.9)</td>
<td align="center" valign="top">315(15.0)<sup>a</sup></td>
<td align="center" valign="top">1,846(22.9)</td>
<td align="center" valign="top">275,285(22.5)</td>
</tr>
<tr>
<td align="left" valign="top">Multiparous</td>
<td align="center" valign="top">66,346(56.1)</td>
<td align="center" valign="top">20,814(54.4)</td>
<td align="center" valign="top">1,133(54.1)</td>
<td align="center" valign="top">4,497(55.7)</td>
<td align="center" valign="top">684,982(56.1)</td>
</tr>
<tr>
<td align="left" valign="top">Neighbourhood income Q1 or Q2</td>
<td align="center" valign="top">46,710(40.7)</td>
<td align="center" valign="top">15,996(41.7)</td>
<td align="center" valign="top">1,240(58.8)<sup>a</sup></td>
<td align="center" valign="top">3,681(45.4)</td>
<td align="center" valign="top">517,774(42.2)</td>
</tr>
<tr>
<td align="left" valign="top">Social assistance</td>
<td align="center" valign="top">18,339(16.0)<sup>a</sup></td>
<td align="center" valign="top">5,800(15.2)<sup>a</sup></td>
<td align="center" valign="top">1,086(51.9)<sup>a</sup></td>
<td align="center" valign="top">2,361(29.2)<sup>a</sup></td>
<td align="center" valign="top">118,835(9.7)</td>
</tr>
<tr>
<td align="left" valign="top">Rural residence</td>
<td align="center" valign="top">15,241(13.2)<sup>a</sup></td>
<td align="center" valign="top">4,329(11.3)</td>
<td align="center" valign="top">247(11.7)</td>
<td align="center" valign="top">1,053(13.0)<sup>a</sup></td>
<td align="center" valign="top">117,252(9.6)</td>
</tr>
<tr>
<td align="left" valign="top">Stable chronic condition</td>
<td align="center" valign="top">35,260(30.7)</td>
<td align="center" valign="top">11,502(30.0)</td>
<td align="center" valign="top">612(29.2)</td>
<td align="center" valign="top">2,969(36.8)<sup>a</sup></td>
<td align="center" valign="top">327,531(26.8)</td>
</tr>
<tr>
<td align="left" valign="top">Unstable chronic condition</td>
<td align="center" valign="top">19,245(16.8)<sup>a</sup></td>
<td align="center" valign="top">5,877(15.4)<sup>a</sup></td>
<td align="center" valign="top">370(17.6)<sup>a</sup></td>
<td align="center" valign="top">1,880(23.3)<sup>a</sup></td>
<td align="center" valign="top">143,059(11.7)</td>
</tr>
<tr>
<td align="left" valign="top">Mental illness</td>
<td align="center" valign="top">22,853(19.9)<sup>a</sup></td>
<td align="center" valign="top">6,595(17.2)<sup>a</sup></td>
<td align="center" valign="top">838(40.0)<sup>a</sup></td>
<td align="center" valign="top">2,242(27.8)<sup>a</sup></td>
<td align="center" valign="top">147,193(12.1)</td>
</tr>
<tr>
<td align="left" valign="top">Substance use disorder</td>
<td align="center" valign="top">2,805(2.5)<sup>a</sup></td>
<td align="center" valign="top">506(1.3)</td>
<td align="center" valign="top">154(7.4)<sup>a</sup></td>
<td align="center" valign="top">335(4.2)<sup>a</sup></td>
<td align="center" valign="top">12,181(1.0)</td>
</tr>
<tr>
<td align="left" valign="top">No, inadequate, or intermediate prenatal care</td>
<td align="center" valign="top">30,450(26.6)</td>
<td align="center" valign="top">10,151(26.5)</td>
<td align="center" valign="top">663(31.7)</td>
<td align="center" valign="top">2,000(24.9)</td>
<td align="center" valign="top">342,100(28.0)</td>
</tr>
<tr>
<td align="left" valign="top">Severe maternal morbidity</td>
<td align="center" valign="top">4,248(3.7)</td>
<td align="center" valign="top">1,398(3.6)</td>
<td align="center" valign="top">94(4.5)</td>
<td align="center" valign="top">430(5.3)<sup>a</sup></td>
<td align="center" valign="top">34,280(2.8)</td>
</tr>
<tr>
<td align="left" valign="top">Preterm birth</td>
<td align="center" valign="top">8,681(7.6)</td>
<td align="center" valign="top">2,793(7.3)</td>
<td align="center" valign="top">198(9.5)<sup>a</sup></td>
<td align="center" valign="top">797(9.9)<sup>a</sup></td>
<td align="center" valign="top">73,004(6.0)</td>
</tr>
<tr>
<td align="left" valign="top">Severe neonatal morbidity</td>
<td align="center" valign="top">11,042(9.6)</td>
<td align="center" valign="top">3,727(9.7)</td>
<td align="center" valign="top">262(12.5)<sup>a</sup></td>
<td align="center" valign="top">918(11.4)<sup>a</sup></td>
<td align="center" valign="top">99,545(8.1)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>a</sup>Standardized difference &gt;0.10.</p>
</table-wrap-foot>
</table-wrap>
<p>Compared to newborns of women without disabilities (0.2%), newborns of women with physical (0.5%; aRR 1.53, 95% CI 1.39&#x2013;1.69), sensory (0.4%; aRR 1.34, 95% CI 1.12&#x2013;1.59), intellectual/developmental (5.6%; aRR 5.34, 95% CI 4.36&#x2013;6.53), and multiple disabilities (1.7%; aRR 3.09, 95% CI 2.56&#x2013;3.72) had elevated risks of discharge to social services after the birth hospital stay, after adjusting for maternal sociodemographic and health characteristics. Findings were similar after further adjusting for health care and pregnancy characteristics (<xref ref-type="fig" rid="fig-1">Figure 1</xref>).</p>
<fig id="fig-1"><label>Figure 1: Risk of newborn discharge to social services, comparing women with and without disabilities</label>
<graphic xlink:href="ijpds-09-2396-g001.tif"/>
<attrib>Model A adjusts for maternal age, parity, neighborhood income quintile, social assistance, rural residence, stable and unstable chronic conditions, mental illness, and substance use disorders. Model B adjusts for Model A variables as well as prenatal care adequacy, severe maternal morbidity, preterm birth, and severe neonatal morbidity.</attrib>
</fig>
<p>Among women with multiple livebirths during the study period, those with physical (aOR 2.00, 95% CI 1.51&#x2013;2.64), intellectual/developmental (aOR 8.53, 95% CI 4.64&#x2013;15.68), and multiple disabilities (aOR 4.47, 95% CI 2.68&#x2013;7.45) had increased odds of having <italic>&#x2265;</italic>2 newborns discharged to social services. Those with sensory disabilities did not (<xref ref-type="table" rid="table-3">Table 3</xref>).</p>
<table-wrap id="table-3">
<label>Table 3</label><caption><title>Odds of multiple newborn discharges to social services, comparing women with and without disabilities who had multiple livebirths during the study period</title></caption>
<table frame="hsides" rules="groups">
<col width="16%"/>
<col width="14%"/>
<col width="14%"/>
<col width="14%"/>
<col width="14%"/>
<col width="14%"/>
<col width="14%"/>
<tbody>
<tr>
<td rowspan="2" align="left" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Disability status</bold></td>
<td colspan="2" align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Unadjusted OR (95% CI)</bold></td>
<td colspan="2" align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Adjusted OR (95% CI)<sup>a</sup></bold></td>
<td colspan="2" align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Adjusted OR (95% CI)<sup>b</sup></bold></td>
</tr>
<tr>
<td align="center" valign="top" style="border-bottom: solid 1pt;"><bold>&#x2265;2</bold></td>
<td align="center" valign="top" style="border-bottom: solid 1pt;"><bold>1</bold></td>
<td align="center" valign="top" style="border-bottom: solid 1pt;"><bold>&#x2265;2</bold></td>
<td align="center" valign="top" style="border-bottom: solid 1pt;"><bold>1</bold></td>
<td align="center" valign="top" style="border-bottom: solid 1pt;"><bold>&#x2265;2</bold></td>
<td align="center" valign="top" style="border-bottom: solid 1pt;"><bold>1</bold></td>
</tr>
<tr>
<td align="left" valign="top">No disability (<italic>N</italic> = 728,538)</td>
<td align="center" valign="top">Referent(1.00)</td>
<td align="center" valign="top">Referent(1.00)</td>
<td align="center" valign="top">Referent(1.00)</td>
<td align="center" valign="top">Referent(1.00)</td>
<td align="center" valign="top">Referent(1.00)</td>
<td align="center" valign="top">Referent(1.00)</td>
</tr>
<tr>
<td align="left" valign="top">Physical disability only (<italic>N</italic> = 69,585)</td>
<td align="center" valign="top">3.21 (2.44&#x2013;4.21)</td>
<td align="center" valign="top">2.16 (1.89&#x2013;2.49)</td>
<td align="center" valign="top">2.00 (1.51&#x2013;2.64)</td>
<td align="center" valign="top">1.40 (1.21&#x2013;1.62)</td>
<td align="center" valign="top">1.97 (1.48&#x2013;2.60)</td>
<td align="center" valign="top">1.38 (1.19&#x2013;1.59)</td>
</tr>
<tr>
<td align="left" valign="top">Sensory disability only (<italic>N</italic> = 23,645)</td>
<td align="center" valign="top">1.76 (1.01&#x2013;3.09)</td>
<td align="center" valign="top">1.74 (1.36&#x2013;2.22)</td>
<td align="center" valign="top">1.28 (0.73&#x2013;2.25)</td>
<td align="center" valign="top">1.27 (0.98&#x2013;1.63)</td>
<td align="center" valign="top">1.31 (0.75&#x2013;2.31)</td>
<td align="center" valign="top">1.27 (0.99&#x2013;1.64)</td>
</tr>
<tr>
<td align="left" valign="top">Intellectual/developmental disability only (<italic>N</italic> = 1,221)</td>
<td align="center" valign="top">36.11 (20.05-65.03)</td>
<td align="center" valign="top">21.77 (15.64&#x2013;30.30)</td>
<td align="center" valign="top">8.53 (4.64&#x2013;15.68)</td>
<td align="center" valign="top">5.39 (3.77&#x2013;7.0)</td>
<td align="center" valign="top">8.74 (4.73&#x2013;16.14)</td>
<td align="center" valign="top">5.47 (3.82&#x2013;7.86)</td>
</tr>
<tr>
<td align="left" valign="top">Multiple disabilities (<italic>N</italic> = 4,818)</td>
<td align="center" valign="top">11.06 (6.74&#x2013;18.2)</td>
<td align="center" valign="top">7.36 (5.67&#x2013;9.56)</td>
<td align="center" valign="top">4.47 (2.68&#x2013;7.45)</td>
<td align="center" valign="top">3.05 (2.30&#x2013;4.03)</td>
<td align="center" valign="top">4.51 (2.69&#x2013;7.56)</td>
<td align="center" valign="top">3.06 (2.31&#x2013;4.06)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>a</sup>Model A adjusts for maternal age, parity, neighborhood income quintile, social assistance, rural residence, stable and unstable chronic conditions, mental illness, and substance use disorders.</p>
<p><sup>b</sup>Model B adjusts for Model A variables as well as prenatal care adequacy, severe maternal morbidity, preterm birth, and severe neonatal morbidity.</p>
</table-wrap-foot>
</table-wrap>
<p>Newborns of women with physical, sensory, intellectual/ developmental, and multiple disabilities also had an increased risk of sustained maternal-newborn separation at 12 months (<xref ref-type="table" rid="table-4">Table 4</xref>).</p>
<table-wrap id="table-4">
<label>Table 4</label><caption><title>Risk of sustained maternal-newborn separation among newborns of women with and without disabilities</title></caption>
<table frame="hsides" rules="groups">
<col width="20%"/>
<col width="20%"/>
<col width="20%"/>
<col width="20%"/>
<col width="20%"/>
<tbody>
<tr>
<td align="left" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Disability status</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Number (%) with outcome</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Unadjusted RR (95% CI)</bold></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Adjusted RR (95% CI)</bold>
<sup>a</sup></td>
<td align="center" style="border-top: solid 1pt; border-bottom: solid 1pt;" valign="middle"><bold>Adjusted RR (95% CI)</bold><sup>b</sup></td>
</tr>
<tr>
<td align="left" valign="top">No disability (<italic>N</italic> = 1,221,765)</td>
<td align="center" valign="top">2,013 (0.2)</td>
<td align="center" valign="top">Referent (1.00)</td>
<td align="center" valign="top">Referent (1.00)</td>
<td align="center" valign="top">Referent (1.00)</td>
</tr>
<tr>
<td align="left" valign="top">Physical disability only (<italic>N</italic> = 114,685)</td>
<td align="center" valign="top">482 (0.4)</td>
<td align="center" valign="top">2.61 (2.34&#x2013;2.92)</td>
<td align="center" valign="top">1.64 (1.47&#x2013;1.83)</td>
<td align="center" valign="top">1.59 (1.43&#x2013;1.78)</td>
</tr>
<tr>
<td align="left" valign="top">Sensory disability only (<italic>N</italic> = 38,268)</td>
<td align="center" valign="top">117 (0.3)</td>
<td align="center" valign="top">1.77 (1.44&#x2013;2.17)</td>
<td align="center" valign="top">1.23 (1.00&#x2013;1.52)</td>
<td align="center" valign="top">1.22 (0.99&#x2013;1.49)</td>
</tr>
<tr>
<td align="left" valign="top">Intellectual/developmental disability only (<italic>N</italic> = 2,094)</td>
<td align="center" valign="top">108 (5.2)</td>
<td align="center" valign="top">29.00 (22.43&#x2013;37.48)</td>
<td align="center" valign="top">6.12 (4.92&#x2013;7.62)</td>
<td align="center" valign="top">5.85 (4.69&#x2013;7.30)</td>
</tr>
<tr>
<td align="left" valign="top">Multiple disabilities (<italic>N</italic> = 8,075)</td>
<td align="center" valign="top">124 (1.5)</td>
<td align="center" valign="top">8.97 (7.24&#x2013;11.12)</td>
<td align="center" valign="top">3.44 (2.81&#x2013;4.22)</td>
<td align="center" valign="top">3.36 (2.75&#x2013;4.11)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>a</sup>Model A adjusts for maternal age, parity, neighborhood income quintile, social assistance, rural residence, stable and unstable chronic conditions, mental illness, and substance use disorders.</p>
<p><sup>b</sup>Model B adjusts for Model A variables as well as prenatal care adequacy, severe maternal morbidity, preterm birth, and severe neonatal morbidity.</p>
</table-wrap-foot>
</table-wrap>
<p>Finally, among newborns of women with physical (<xref ref-type="supplementary-material" rid="sup-a">Supplementary Appendix 4</xref>), sensory (<xref ref-type="supplementary-material" rid="sup-a">Supplementary Appendix 5</xref>), intellectual/developmental (<xref ref-type="supplementary-material" rid="sup-a">Supplementary Appendix 6</xref>), and multiple disabilities (<xref ref-type="supplementary-material" rid="sup-a">Supplementary Appendix 7</xref>), and newborns of women without disabilities (<xref ref-type="supplementary-material" rid="sup-a">Supplementary Appendix 8</xref>), the strongest predictors of newborn discharge to social services were young maternal age, low neighbourhood income quintile, social assistance receipt, mental illness and substance use disorders; inadequate prenatal care; and severe neonatal morbidity.</p>
</sec>
<sec>
<title>Discussion</title>
<p>In this population-based cohort study, we found higher rates of discharge to social services, including sustained and multiple separations, among newborns of women with disabilities, with particularly high rates in newborns of women with intellectual/developmental and multiple disabilities. Across all groups, the strongest predictors of newborn discharge to social services were indicators of young maternal age, poverty, maternal mental illness and substance use disorders, inadequate prenatal care, and neonatal complications. Our findings suggest that women with disabilities and their newborns could benefit from the development of tailored, family-centred services, and that these services should target social and mental health inequities as well as perinatal stressors such as newborn health issues. Many of these risk factors, such as living in poverty and experiencing poor health, might be mitigated by preconception and prenatal services, via comprehensive health and social care support, inclusive of family planning.</p>
<p>Several studies have described the over-representation of women with intellectual/ developmental disabilities in child protection cases, with most studies examining children of any age and showing a prevalence of 26% to 87% across studies [<xref ref-type="bibr" rid="ref-33">33</xref>, <xref ref-type="bibr" rid="ref-34">34</xref>, <xref ref-type="bibr" rid="ref-35">35</xref>]. Only two studies have examined newborn discharge to social services in this population. In a study of 53,565 women in Manitoba, Canada, maternal intellectual/developmental disability was associated with a seven times greater odds of newborn discharge to social services [<xref ref-type="bibr" rid="ref-36">36</xref>]. Likewise, we previously found newborns of women with intellectual/developmental disabilities had an eight times greater risk of discharge to social services [<xref ref-type="bibr" rid="ref-21">21</xref>]. To our knowledge, no studies have examined this outcome across diverse disability groups, thus showing the novelty of our study. Our study also suggests that sustained and multiple separations are more likely to occur.</p>
<p>We know from previous research that a myriad of factors can increase the risk of children&#x2019;s social services involvement for families, including young maternal age, living in poverty, and maternal mental illness or substance use [<xref ref-type="bibr" rid="ref-9">9</xref>, <xref ref-type="bibr" rid="ref-36">36</xref>]. In our study, as in previous research [<xref ref-type="bibr" rid="ref-37">37</xref>&#x2013;<xref ref-type="bibr" rid="ref-39">39</xref>], we found that women with disabilities have higher rates of such concerns when compared to women with no disabilities. Our findings could therefore indicate that intersectional disadvantages and social vulnerability, of which disability status plays a role, increase the risk of children&#x2019;s social service involvement.</p>
<p>Additionally, professionals may have concerns around how maternal disabilities impact on safe parenting practices, for example, challenges with cognitive processes, such as memory or organisational skills, or physical capabilities, such as the mobility needed to lift a baby [<xref ref-type="bibr" rid="ref-40">40</xref>, <xref ref-type="bibr" rid="ref-41">41</xref>]. From qualitative literature, we know women with disabilities fear judgement and assumptions around their parenting abilities [<xref ref-type="bibr" rid="ref-12">12</xref>], with women describing their needs as being largely unmet by services, with little or no access to interventions specific to parenting and child rearing with a disability [<xref ref-type="bibr" rid="ref-41">41</xref>]. These issues are important because studies show that up to 50% of disparities in developmental outcomes of children of women with intellectual/developmental disabilities, for example, could be explained by other factors such as poverty and lack of social support &#x2013; which are amenable to intervention [<xref ref-type="bibr" rid="ref-42">42</xref>, <xref ref-type="bibr" rid="ref-43">43</xref>]. Our findings could therefore illustrate more systemic and cultural barriers to parenthood for women with disabilities, including a lack of appropriate services to address the specific needs of parents with disabilities and those of their newborns. Our findings draw particular attention to the prompt involvement of children&#x2019;s social services at the point of birth, giving families a narrow window of opportunity to engage meaningfully with support and evidence their parenting capabilities [<xref ref-type="bibr" rid="ref-21">21</xref>].</p>
<p>Research suggests many mother-infant separations may be preventable through targeted and timely intervention that can improve outcomes associated with child abuse or neglect, including maternal health, family functioning, and the home environment [<xref ref-type="bibr" rid="ref-44">44</xref>&#x2013;<xref ref-type="bibr" rid="ref-46">46</xref>]. Approaches to supporting parents at risk of children&#x2019;s social service involvement include home visiting programs [<xref ref-type="bibr" rid="ref-47">47</xref>], parenting interventions [<xref ref-type="bibr" rid="ref-48">48</xref>], and family-focused casework. Effective interventions have been developed on principles of being strengths-based and flexible in supporting the needs of each family [<xref ref-type="bibr" rid="ref-44">44</xref>]. For example, a home-based intervention supporting parents with intellectual/developmental disabilities reported improvements in caregiving skills and knowledge associated with child safety [<xref ref-type="bibr" rid="ref-48">48</xref>]. Similarly, women with physical disabilities have described the usefulness of adaptations which enabled safer parenting practices, including furniture modifications, specialist equipment, and caregiving support from extended family [<xref ref-type="bibr" rid="ref-49">49</xref>]. Utilising wider social networks of support can be characteristic of child rearing practises within many families [<xref ref-type="bibr" rid="ref-50">50</xref>]. Yet, there is an assumption within child protection that parents must be able to evidence their parenting competency unsupported [<xref ref-type="bibr" rid="ref-51">51</xref>]. Supported and tailored services and resources for women with disabilities could enable them to care effectively for their children. Providing targeted support for women most at risk, including those with comorbid conditions and living in poverty, might reduce the risk of newborn removal for those families [<xref ref-type="bibr" rid="ref-36">36</xref>].</p>
<p>Analysis of administrative health records enables a large-scale examination of the population in Ontario, Canada, but there are limitations to this approach. We were not able to capture health needs that are not known to services or not captured within administrative records. We had no information on social services involvement after birth hospitalization discharge, and used a proxy of discordant maternal-infant postal codes at 12 months to examine whether newborn discharges to social services were sustained, which may not fully capture all cases of foster care and other longer-term separations. We also had no information on other supports around the time of pregnancy that might have impacted the risk of newborn discharge to social services, such as disability support programs, home visiting programs, or parenting skills classes. We also had no information on women&#x2019;s own history of social service involvement. This limitation highlights the importance of population-based health and social services data linkages to fully understand such experiences. Although we had information on a range of important sociodemographic, health, health care, and pregnancy characteristics, we were unable to examine some of these in detail (e.g., specific type of mental illness or substance use disorder). We were also unable to measure important equity-related variables such as race/ethnicity in these data. Indigenous and Black children are disproportionately represented in the care system across Canada [<xref ref-type="bibr" rid="ref-52">52</xref>, <xref ref-type="bibr" rid="ref-53">53</xref>], and future research should aim to understand intersectional discrimination for families with children&#x2019;s social service involvement. Finally, while administrative health data provide a population-based, quantitative picture of important disparities, they do not provide information on individuals&#x2019; experiences. Listening to the voices of women with disabilities with children&#x2019;s social service involvement would be an important next step in understanding needs and experiences of this population.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Women with disabilities may face more systemic challenges and assumptions about their parenting than other mothers. While children&#x2019;s social services play a crucial role in protecting at-risk children from harm, such as abuse or neglect, there are instances where families may be supported to stay together safely. Our population-based study is the first to evidence the increased risk of newborn entry into social services among women with different types of disabilities. Targeted supports for women with disabilities at heightened risk of children&#x2019;s social service involvement are needed to prevent mother-newborn separation where possible. Comprehensive interventions should address disability-specific needs, as well as factors associated with increased risk of newborn separation, such as poverty, mental illness, substance use disorders, and perinatal complications.</p>
</sec>
<sec sec-type="supplementary-material">
<title>Supplementary Files</title>
<supplementary-material id="sup-a">
<label>Supplementary Appendices</label> 
<media mimetype="application" mime-subtype="pdf" xlink:href="ijpds-09-2396-s001.pdf"/>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>Parts of this material are based on data and/or information compiled and provided by the Canadian Institute for Health Information (CIHI) and the Ontario Ministry of Health (MOH). The analyses, conclusions, opinions and statements expressed herein are solely those of the authors and do not reflect those of the funding or data sources; no endorsement is intended or should be inferred. We thank IQVIA Solutions Canada Inc. for use of their Drug Information File. This document used data adapted from the Statistics Canada Postal CodeOM Conversion File, 2006, 2011, and 2016, which is based on data licensed from Canada Post Corporation, and/or data adapted from the Ontario MOH Postal Code Conversion File, which contains data copied under license from &#x00A9;Canada Post Corporation and Statistics Canada. This does not constitute an endorsement by Statistics Canada of this product. This study was supported by ICES, which is funded by an annual grant from the Ontario Ministry of Health (MOH) and the Ministry of Long-Term Care (MLTC). Research reported in this publication was supported by a Canadian Institutes of Health Research (CIHR) Early Career Investigator Grant in Maternal, Reproductive, Child, &#x0026; Youth Health (FRN 155353). Claire Grant is funded by an ESRC UBEL doctoral studentship (ref: ES/P000592/1) and received funding from a UKRI-Mitacs Globalink Doctoral Exchange Award (ref: NE/X006417/1). Hilary K. Brown (2019-00158) and Astrid Guttmann (2021-00104) are supported by CIHR Canada Research Chairs. The funding source had no role in the design or conduct of the study; collection, management, analysis, or interpretation of the data; preparation, review, or approval of the manuscript; or decision to submit the manuscript for publication.</p>
</ack>
<sec>
<title>Ethics statement</title>
<p>ICES is a prescribed entity under Ontario&#x2019;s <italic>Personal Health Information Protection Act</italic> (PHIPA). Section 45 of PHIPA authorizes ICES to collect personal health information, without consent, for the purpose of analysis or compiling statistical information with respect to the management of, evaluation or monitoring of, the allocation of resources to or planning for all or part of the health system. Projects that use data collected by ICES under section 45 of PHIPA, and use no other data, are exempt from research ethics board review. The use of the data in this project is authorized under section 45 and approved by ICES&#x2019; Privacy and Legal Office.</p>
</sec>
<sec>
<title>Data availability</title>
<p>The dataset from this study is held securely in coded form at ICES. While legal data sharing agreements between ICES and data providers (e.g., healthcare organizations and government) prohibit ICES from making the dataset publicly available, access may be granted to those who meet pre-specified criteria for confidential access, available at <uri>www.ices.on.ca/DAS</uri> (email: <email>das@ices.on.ca</email>). The full dataset creation plan and underlying analytic code are available from the authors upon request, understanding that the computer programs may rely upon coding templates or macros that are unique to ICES and are therefore either inaccessible or may require modification.</p>
</sec>
<ref-list>
<title>References</title>
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</ref-list>
<glossary>
<title>Abbreviations</title>
<array>
<tbody>
<tr>
<td>CI</td>
<td>confidence interval</td>
</tr>
<tr>
<td>OR</td>
<td>odds ratio</td>
</tr>
<tr>
<td>RR</td>
<td>relative risk</td>
</tr>
</tbody>
</array>
</glossary>
</back>
</article>