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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2020.00455</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neurology</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Parkinson&#x00027;s Disease Caregiver Strain in Singapore</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Tan</surname> <given-names>Siok-Bee</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Williams</surname> <given-names>Allison F.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Tan</surname> <given-names>Eng-King</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Clark</surname> <given-names>Richard B.</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/917060/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Morris</surname> <given-names>Meg E.</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/211219/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Nursing Division, Singapore General Hospital</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</country></aff>
<aff id="aff2"><sup>2</sup><institution>School Health Sciences, The University of Melbourne</institution>, <addr-line>Melbourne, VIC</addr-line>, <country>Australia</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Nursing and Midwifery, Faculty of Medicine, Nursing and Health Sciences, Monash University</institution>, <addr-line>Melbourne, VIC</addr-line>, <country>Australia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Neurology, National Neuroscience Institute (Singapore General Hospital Campus)</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</country></aff>
<aff id="aff5"><sup>5</sup><institution>Victorian Rehabilitation Centre, Healthscope ARCH and La Trobe Centre for Sport and Exercise Medicine Research, La Trobe University</institution>, <addr-line>Melbourne, VIC</addr-line>, <country>Australia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Daniel Martinez-Ramirez, Tecnol&#x000F3;gico de Monterrey, Mexico</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Simon J. G. Lewis, Brain and Mind Research Institute, NSW, Australia; Genko Oyama, Jutendo University Hospital, Japan</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Meg E. Morris <email>m.morris&#x00040;latrobe.edu.au</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Movement Disorders, a section of the journal Frontiers in Neurology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>06</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>11</volume>
<elocation-id>455</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>02</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>04</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2020 Tan, Williams, Tan, Clark and Morris.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Tan, Williams, Tan, Clark and Morris</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p><bold>Background:</bold> Caregiver strain is recognized globally with Parkinson&#x00027;s disease (PD). Comparatively little is understood about caregiver burden and strain in Asia.</p>
<p><bold>Objective:</bold> To investigate caregiver strain for families living with PD in Singapore, in light of international data.</p>
<p><bold>Methods:</bold> Ninety-four caregivers were recruited via people living with idiopathic PD in Singapore. Caregiver strain was assessed using the Zarit Burden Interview (ZBI); health status was assessing using the Cumulative Illness Rating Scale for Geriatrics (CIRS-G). PD disability measures were the Unified Parkinson&#x00027;s Disease Rating Scale (UPDRS) and modified Hoehn and Yahr (1967) Scale.</p>
<p><bold>Results:</bold> Primary caregivers of people living with PD in Singapore were mostly cohabiting spouses, partners or offspring. Around half employed foreign domestic helpers. Mean caregiving duration was 5.9 years with an average of eight hours per day spent in caregiving roles. Most care providers were comparatively healthy. Caregivers reported significant levels of strain which increased with greater level of disability (<italic>r</italic> = 0.36, <italic>n</italic> = 94, <italic>p</italic> &#x0003C; 0.001). Associations were significant between caregiver strain and scores on the UPDRS mentation, behavior, and mood subscales [<italic>r</italic> = 0.46, <italic>n</italic> = 94, <italic>p</italic> &#x0003C; 0.001, 95% CI (0.28, 0.60)]. High scores on the UPDRS activities of daily living subscale were associated with caregiver strain [<italic>r</italic> = 0.50, <italic>n</italic> = 94, <italic>p</italic> &#x0003C; 0.001, CI (0.33, 0.64)].</p>
<p><bold>Conclusion:</bold> Most caregivers in this Singapore sample reported high levels of strain, despite comparatively good physical function. Caregiver strain in PD spans geopolitical and cultural boundaries and correlates with disease severity. These results support the need for better early recognition, education, and support for caregivers of people living with PD.</p></abstract>
<kwd-group>
<kwd>caregiver</kwd>
<kwd>carer</kwd>
<kwd>Parkinson&#x00027;s disease</kwd>
<kwd>well-being</kwd>
<kwd>quality of life</kwd>
<kwd>rehabilitation</kwd>
</kwd-group>
<contract-num rid="cn001">SRF&#x00023;143/08</contract-num>
<contract-sponsor id="cn001">Singapore General Hospital<named-content content-type="fundref-id">10.13039/501100001469</named-content></contract-sponsor>
<contract-sponsor id="cn002">La Trobe University<named-content content-type="fundref-id">10.13039/501100001215</named-content></contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="79"/>
<page-count count="10"/>
<word-count count="7116"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Parkinson&#x00027;s disease (PD) is a debilitating and progressive condition that impacts the lives of individuals and their families (<xref ref-type="bibr" rid="B1">1</xref>). Although caregiver burden associated with PD is well-documented for Europe (<xref ref-type="bibr" rid="B2">2</xref>&#x02013;<xref ref-type="bibr" rid="B7">7</xref>) and North America (<xref ref-type="bibr" rid="B8">8</xref>&#x02013;<xref ref-type="bibr" rid="B11">11</xref>), there is a lack of published data for the south-east Asia region. Most elderly people with PD in countries such as Singapore live at home (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). It is important to understand how PD affects their caregivers because the prevalence of PD in South-East Asia ranges from 79 to 193 per 100,000 population (<xref ref-type="bibr" rid="B14">14</xref>). More than six million people will be living with PD in Asia by 2030 due to rapid population aging and lifestyle factors (<xref ref-type="bibr" rid="B15">15</xref>). People with PD experience movement disorders, falls, and non-motor symptoms that can reduce mobility and quality of life (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B16">16</xref>). As the disease progresses, it can place a heavy burden on primary caregivers (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). The individual and societal costs of PD are substantial (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B19">19</xref>&#x02013;<xref ref-type="bibr" rid="B23">23</xref>), yet are not fully understood for Asia.</p>
<p>With PD progression, caregiving can sometimes be perceived as the main role of some family members (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Studies in Australia (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B26">26</xref>), Europe (<xref ref-type="bibr" rid="B6">6</xref>), and the USA (<xref ref-type="bibr" rid="B8">8</xref>) have reported considerable caregiver burden associated with PD. Caregiver burden refers to the negative physical, mental, and socioeconomic sequelae associated with caring for a person living with a disability (<xref ref-type="bibr" rid="B27">27</xref>). Martinez-et al. (<xref ref-type="bibr" rid="B28">28</xref>) and Kelly et al. (<xref ref-type="bibr" rid="B29">29</xref>) reported associations between PD caregiver burden and caregiver health-related quality of life (HRQoL). Caregiver HRQoL as measured on the EuroQoL has also been shown to correlate with burden, as measured on the Zarit Carer Burden Inventory (ZBI) (<italic>r</italic> = &#x02212;0.33 to &#x02212;0.49, <italic>p</italic> &#x0003C; 0.01) (<xref ref-type="bibr" rid="B28">28</xref>). Studies in western societies have also reported that psychological aspects of caregiver strain are associated with the level of PD disability (<xref ref-type="bibr" rid="B3">3</xref>). For example, disability in PD measured by the Barthel Index was associated with increased caregiver burden (<italic>r</italic> = 0.46&#x02013;0.53, <italic>p</italic> &#x0003C; 0.01) (<xref ref-type="bibr" rid="B17">17</xref>). Many of the studies in the literature have focused on US and European populations with comparatively low ethnic and cultural diversity (<xref ref-type="bibr" rid="B30">30</xref>). The results for PD caregivers and care recipients might not be generalizable to south-east Asia, where there are geographical, cultural, and geopolitical differences. For example, Tan et al. (<xref ref-type="bibr" rid="B31">31</xref>) found that overall PD incidence rates were comparable between Singapore and the West, yet there were significance differences in the inter-ethnic incidence rates of PD between Chinese, Malays, and Indians.</p>
<p>The current study aimed to increase understanding of the dimensions of caregiver strain and burden in Singapore and to consider the findings in the context of global reports. We also aimed to determine the factors associated with strain in caregivers of this sample of people living with this progressive neurological condition.</p>
</sec>
<sec id="s2">
<title>Method</title>
<p>We conducted a cross-sectional survey with a convenience sample of 94 caregivers of individuals with PD. Patient data was also collected through associated caregivers. Recruitment was via a neurology specialist outpatient clinic at an acute tertiary hospital and a PD society in Singapore. For a 2-tailed bivariate analysis test with power of 0.80 and statistical significance at 0.05, a sample size of 85 care providers was required to detect a moderately strong relationship between variables (<xref ref-type="bibr" rid="B32">32</xref>). Criteria for the selection of caregiver participants included: (i) above 21 years of age; (ii) primary caregiver of a patient (care recipient) diagnosed with idiopathic PD by a neurologist; (iii) providing at least 3 h of daily care for 6 months or more; (iv) able to understand spoken English. The research protocol was approved by institutional review boards of The University of Melbourne (Ethics ID: 0719562) and Singapore General Hospital (Ethics ID: 2008/122/A). All subjects gave written informed consent in accordance with the Declaration of Helsinki.</p>
<p>A structured questionnaire was administered to the caregiver participants. It contained items on (i) care recipient and caregiver sociodemographic characteristics; (ii) health information about the care recipients, measured using the modified Hoehn and Yahr Scale (HY) (<xref ref-type="bibr" rid="B33">33</xref>), and the Unified Parkinson&#x00027;s Disease Rating Scale (UPDRS) (<xref ref-type="bibr" rid="B34">34</xref>); (iii) information on the burden and health status of the caregivers quantified by the ZBI (<xref ref-type="bibr" rid="B35">35</xref>) as well as the Cumulative Illness Rating Scale for Geriatrics (CIRS-G) (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>The ZBI has 22 items relating to the impact of care-recipient disabilities on caregiver physical and emotional health, and social, and financial distress. The ZBI score sums individual items (range 0&#x02013;88), with a higher score indicating greater caregiver personal strain or role strain (<xref ref-type="bibr" rid="B35">35</xref>). The maximum possible scores are 24 (six items) for personal strain and 48 (12 items) for role strain. The ZBI has previously been shown to be a valid and reliable instrument for caregivers with dementia in Singapore (<xref ref-type="bibr" rid="B37">37</xref>). We also used the CIRS-G to estimate medical and psychiatric multi-morbidity burden in care providers (<xref ref-type="bibr" rid="B38">38</xref>). This scale rates the severity of problems as mild (1), moderate (2), severe (3), or extremely severe (4) (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>When applicable, Spearman&#x00027;s rank correlation coefficients (<italic>r</italic>) were calculated to assess the direction and magnitude of the associations between variables. The strength of the relationships was interpreted following Cohen&#x00027;s guidelines (<xref ref-type="bibr" rid="B39">39</xref>); relationships were deemed as small where correlations ranged from <italic>r</italic> = 0.10&#x02013;0.29; medium when <italic>r</italic> = 0.30&#x02013;0.49 to large <italic>r</italic> = 0.50&#x02013;1.00. Multiple regression analyses were used to explore the relationships between caregiver coping and well-being with sociodemographic, caregiving, and disease severity variables. Data were entered and analyzed using Predictive Analytics Software (PASW) Statistics 18. All reported <italic>p</italic>-values were 2-tailed with alpha set at 0.05.</p>
<p>We also conducted a comprehensive literature search of global PD caregiver burden on PubMed (1 April 2020) using the terms &#x0201C;Caregiver burden/strain AND Parkinson&#x00027;s disease&#x0201D; where studies included both caregivers and PD participants. Initially, the titles were screened by two people for keywords. The abstracts were then screened to ensure that studies were conducted on PD and caregiver strain or burden. Full-text articles 2018-2020 were reviewed to extract data on caregiver burden inventory utilized, caregiver demographics/duration, and descriptive statistics (e.g., mean, median) reported for the caregiver burden inventory utilized in the studies.</p>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Parkinson&#x00027;s Disease Care Recipient Profile</title>
<p>Of the 94 Singaporean care recipients, 60 (64%) were male. The majority of the care recipients with PD were 51 years or older (<italic>n</italic> = 88, 93.6%). Six were aged 31&#x02013;50 years. The age at which the care recipients were diagnosed with PD ranged from 33 to 89 years (<italic>M</italic> = 61.8, <italic>SD</italic> = 11.8). The mean duration of PD was 6.9 years (<italic>SD</italic> 5.6). Their mean UPDRS mentation, behavior and mood score was 3.4 (<italic>SD</italic> 2.9). The mean UPDRS ADL score was 15.4 (<italic>SD</italic> = 9.5). People living with PD had a range of levels of disease severity when functioning at their best (<xref ref-type="table" rid="T1">Table 1</xref>). It is notable that despite being rated five on the modified Hoehn and Yahr scale, 14% people with PD in the sample were being cared for at home.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Hoehn and Yahr (<xref ref-type="bibr" rid="B33">33</xref>) stage when functioning at best.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center"><bold>Number</bold></th>
<th valign="top" align="center"><bold>Percent</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Stage I Unilateral disease</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">20.2</td>
</tr>
<tr>
<td valign="top" align="left">Stage II Bilateral disease, without impairment of balance</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">8.5</td>
</tr>
<tr>
<td valign="top" align="left">Stage III Mild-moderate bilateral disease with some postural instability; physical independence</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">44.7</td>
</tr>
<tr>
<td valign="top" align="left">Stage IV Severe disability; still able to walk or stand unassisted</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">12.8</td>
</tr>
<tr>
<td valign="top" align="left">Stage V Wheelchair bound or bedridden unless aided</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">13.8</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Caregiver Profile</title>
<p>Most caregivers were females (<italic>n</italic> = 74, 78.7%). They were mainly spouses, partners, or daughters who lived with the people who had PD. The mean number of caregiving years was 5.9 years (range 0.25&#x02013;25, <italic>SD</italic> 5.2). The care providers dedicated a mean of 8 h per day (<italic>SD</italic> = 7.0) in their PD caregiving roles. As shown in <xref ref-type="table" rid="T2">Table 2</xref>, foreign domestic helpers were often engaged to assist with personal care, rehabilitation, social engagement, and mobility (<xref ref-type="bibr" rid="B30">30</xref>). Notwithstanding, 58% of carers preferred help from family and friends, who were mainly siblings and sons, and daughters of care recipients. Approximately a quarter of the caregivers attended caregiver education or support groups to obtain more information about caring and rehabilitation for individuals with PD. Only a small percentage of caregivers attended more than 1 h of caregiver education and support.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Caregiver demographics and characteristics of caregiving.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Caregiving characteristics</bold></th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr style="border-bottom: thin solid #000000;">
<td valign="top" align="left"><bold>Demographics/ characteristics</bold></td>
<td valign="top" align="center"><italic><bold>n</bold></italic></td>
<td valign="top" align="center"><bold>%</bold></td>
</tr> <tr>
<td valign="top" align="left">Gender (%)</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">74</td>
<td valign="top" align="center">78.7</td>
</tr>
<tr>
<td valign="top" align="left">Relationship with care recipient</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Spouse/Partner</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">46.8</td>
</tr>
<tr>
<td valign="top" align="left">Sibling</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">4.3</td>
</tr>
<tr>
<td valign="top" align="left">Daughter</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">30.9</td>
</tr>
<tr>
<td valign="top" align="left">Son</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">9.6</td>
</tr>
<tr>
<td valign="top" align="left">Friend</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3.2</td>
</tr>
<tr>
<td valign="top" align="left">Other</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">5.3</td>
</tr>
<tr>
<td valign="top" align="left">Living with care recipient</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">79</td>
<td valign="top" align="center">84.0</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">16.0</td>
</tr>
<tr>
<td valign="top" align="left">Domestic helper</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">43</td>
<td valign="top" align="center">45.7</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">51</td>
<td valign="top" align="center">54.3</td>
</tr>
<tr>
<td valign="top" align="left">Other helpers</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">57</td>
<td valign="top" align="center">60.6</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">39.4</td>
</tr>
<tr>
<td valign="top" align="left">Who assists?<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref></td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Spouse/partner</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">15.5</td>
</tr>
<tr>
<td valign="top" align="left">Sibling</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">37.9</td>
</tr>
<tr>
<td valign="top" align="left">Daughter</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">10.3</td>
</tr>
<tr>
<td valign="top" align="left">Son</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">20.7</td>
</tr>
<tr>
<td valign="top" align="left">Other</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">15.5</td>
</tr>
<tr>
<td valign="top" align="left">Resources other than family/friends for support</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">20.2</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">75</td>
<td valign="top" align="center">79.8</td>
</tr>
<tr>
<td valign="top" align="left">Caregiver education and support group</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">26.6</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">69</td>
<td valign="top" align="center">73.4</td>
</tr>
<tr>
<td valign="top" align="left">Hours of caregiver education</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">0 h</td>
<td valign="top" align="center">79</td>
<td valign="top" align="center">84</td>
</tr>
<tr>
<td valign="top" align="left">&#x0003E;1 h</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">Hours of support group</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">0 h</td>
<td valign="top" align="center">74</td>
<td valign="top" align="center">78.7</td>
</tr>
<tr>
<td valign="top" align="left">&#x0003E;1 h</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">21.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1">
<label>a</label>
<p><italic>n = 58 (a = caregivers who received assistance from others beside the domestic helpers)</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Caregiver Strain in Singapore</title>
<p>Caregivers in this Singapore sample reported a mean ZBI score of 23 out of 88. The personal strain and role strain domains are shown in <xref ref-type="table" rid="T3">Table 3</xref>. In order to interpret the relative intensity of burden experienced by caregivers of people living with PD, the following cut-off values were used: 0&#x02013;20 little strain; 21&#x02013;40 mild to moderate strain; 41&#x02013;60 moderate to severe strain; 61&#x02013;88 severe strain (<xref ref-type="bibr" rid="B35">35</xref>). Some caregivers (<italic>n</italic> = 45, 47.9%) reported little burden; 37 caregivers (39.4%) had mild to moderate burden and 11 caregivers (12.8%) reported moderate to severe levels of burden.</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Zarit burden interview mean scores.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center"><bold>Mean</bold></th>
<th valign="top" align="center"><bold>SD</bold></th>
<th valign="top" align="center"><bold>Minimum</bold></th>
<th valign="top" align="center"><bold>Maximum</bold></th>
<th valign="top" align="center"><bold>Median</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Personal strain</td>
<td valign="top" align="center">13.0</td>
<td valign="top" align="center">6.8</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">37.0</td>
<td valign="top" align="center">13.5</td>
</tr>
<tr>
<td valign="top" align="left">Role strain</td>
<td valign="top" align="center">5.3</td>
<td valign="top" align="center">4.4</td>
<td valign="top" align="center">0.0</td>
<td valign="top" align="center">18.0</td>
<td valign="top" align="center">4.0</td>
</tr>
<tr>
<td valign="top" align="left">Total score</td>
<td valign="top" align="center">23.0</td>
<td valign="top" align="center">13.2</td>
<td valign="top" align="center">1.0</td>
<td valign="top" align="center">71.0</td>
<td valign="top" align="center">21.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Caregiver Multi-Morbidities</title>
<p>Most care providers were older women who were comparatively healthy, although some reported a range of health problems and multi-morbidities of mild to moderate severity as measured by the CIRS-G. The mean score for CIRS-G was 2 (<italic>SD</italic> = 2) and the CIRS-G Severity Index mean was 0.12 (<italic>SD</italic> = 0.15). In this sample, there were more healthy caregivers than those with multi-morbidity.</p>
</sec>
<sec>
<title>Relationships Between Care Recipient Disease Severity and Caregiver Strain</title>
<p>There was a statistically significant, moderately strong positive correlation between modified HY scores, and caregiver burden when the people with PD functioned at their best (<italic>r</italic><sub>s</sub> = 0.36, <italic>n</italic> = 94, <italic>p</italic> &#x0003C; 0.001). Statistically significant moderate positive correlations were also obtained between the HY scores and caregiver burden when the people with PD functioned at their worst (<italic>r</italic><sub>s</sub> = 0.38, <italic>n</italic> = 94, <italic>p</italic> &#x0003C; 0.001, 95% CI [0.19, 0.54]). This was particularly notable for the UPDRS Mentation, Behavior, Mood score (<italic>r</italic><sub>s</sub> = 0.46, <italic>n</italic> = 94, <italic>p</italic> &#x0003C; 0.001, 95% CI [0.28, 0.60]). The relationship between UPDRS Activities of Daily Living score and caregiver burden also showed a strong positive correlation (<italic>r</italic><sub>s</sub> = 0.50, <italic>n</italic> = 94, <italic>p</italic> &#x0003C; 0.001, CI [0.33, 0.64]). The personal strain and role strain for care providers increased with PD severity.</p>
</sec>
<sec>
<title>Global Analysis of Caregiver Strain</title>
<p><xref ref-type="table" rid="T4">Table 4</xref> summarizes data from our evaluation of key recent international studies of PD caregiver strain. The results show world-wide data demonstrating that care-giver strain is challenging and common, with many shared features between south-east Asia and other regions of the globe, as seen in the world-wide literature (<xref ref-type="bibr" rid="B40">40</xref>&#x02013;<xref ref-type="bibr" rid="B79">79</xref>).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Summary data from key recent international PD studies of caregiver strain.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Lead author, year</bold></th>
<th valign="top" align="left"><bold>Country</bold></th>
<th valign="top" align="left"><bold>Key findings</bold></th>
<th valign="top" align="left"><bold>Caregiver</bold></th>
<th valign="top" align="center" colspan="4" style="border-bottom: thin solid #000000;"><bold>Caregiver scales and values</bold></th>
</tr>
<tr>
<th/>
<th/>
<th/>
<th/>
<th valign="top" align="left"><bold>Questionnaire/index and domain</bold></th>
<th valign="top" align="left"><bold>Mean (<italic>SD</italic>)</bold></th>
<th valign="top" align="left"><bold>Median/</bold><break/><bold>IQR/</bold><break/><bold>Range</bold></th>
<th valign="top" align="left"><bold>Correlations</bold><break/><bold><italic>r</italic></bold></th>
</tr>
<tr>
<th/>
<th/>
<th/>
<th valign="top" align="left"><bold><italic>n</italic></bold></th>
<th/>
<th/>
<th/>
<th/>
</tr>
<tr>
<th/>
<th/>
<th/>
<th valign="top" align="left"><bold>Sex</bold></th>
<th/>
<th/>
<th/>
<th/>
</tr>
<tr>
<th/>
<th/>
<th/>
<th valign="top" align="left"><bold>Age (yrs), Mean (<italic>SD</italic>)</bold></th>
<th/>
<th/>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Balash, 2019</td>
<td valign="top" align="left">Israel</td>
<td valign="top" align="left">Progression of PD can affect male and female CG differently; some females experienced more stress</td>
<td valign="top" align="left"><italic>n</italic> = 122</td>
<td valign="top" align="left">Multi-dimensional Caregiver Strain Total<break/> Physical strain</td>
<td valign="top" align="left">24.2 (14.9), <italic>f</italic> 15.4 (15.4), <italic>m</italic></td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">NR</td>
</tr>
<tr>
<td valign="top" align="left">Bartolomei, 2018</td>
<td valign="top" align="left">Italy</td>
<td valign="top" align="left">Sleep quality in PD was associated with caregiver burden and quality of life</td>
<td valign="top" align="left"><italic>n</italic>= 57<break/> 21 <italic>m</italic>, 36 <italic>f</italic><break/> 62.0 (12.0)</td>
<td valign="top" align="left">Caregiver Burden Inventory</td>
<td valign="top" align="left">9.0 (12.5)</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">NR</td>
</tr>
<tr>
<td valign="top" align="left">Carrilho, 2018</td>
<td valign="top" align="left">Brazil</td>
<td valign="top" align="left">Optimization of availabletreatment, with better control of PD severity, can decreaseburden among caregivers</td>
<td valign="top" align="left"><italic>n</italic> = 21<break/> 80% <italic>f</italic><break/> 53 (12.4)</td>
<td valign="top" align="left">Zarit Burden Interview<break/> UPDRS</td>
<td valign="top" align="left">28</td>
<td/>
<td valign="top" align="left">0.48 (<italic>p</italic> = 0.026)</td>
</tr>
<tr>
<td valign="top" align="left">Crespo-Burillo, 2018</td>
<td valign="top" align="left">Spain</td>
<td valign="top" align="left">Deep brain stimulation was not associated with lower caregiver burden. Apathy in PD was associated with caregiver overload</td>
<td valign="top" align="left"><italic>n</italic> = 11<break/> 66.0 (9.9)</td>
<td valign="top" align="left">Zarit Caregiver Burden Inventory</td>
<td valign="top" align="left">48.6 &#x000B1; 17.8</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">ZBI and UPDRS-III<break/> 0.46</td>
</tr>
<tr>
<td valign="top" align="left">Dahodwala, 2018</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Caregiver strain was related to PD severity</td>
<td valign="top" align="left"><italic>n</italic> = NR</td>
<td valign="top" align="left">Multidimensional Caregiver Strain Index</td>
<td valign="top" align="left">19.9 (16.7), Men<break/> 16.4 (15.1), Women</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">MCSI &#x00026; co-morbidity<break/> 0.33</td>
</tr>
<tr>
<td valign="top" align="left">Drexel, 2019</td>
<td valign="top" align="left">Germany</td>
<td valign="top" align="left">Caregiver burden was noted for some dystonia patients. A small proportion of caregivers had burden</td>
<td valign="top" align="left"><italic>n</italic> = 93<break/> 34 <italic>f</italic><break/> 61.6 (13.5)</td>
<td valign="top" align="left">Caregiver Burden Inventory and Hours of Caregiving</td>
<td valign="top" align="left">8.6 (9.6)</td>
<td valign="top" align="left">0-48</td>
<td valign="top" align="left">Caregiving hours per<break/> day (<italic>r</italic> = 0.409, <italic>p</italic> = 0.001)</td>
</tr>
<tr>
<td valign="top" align="left">Gen&#x000E7;, 2019</td>
<td valign="top" align="left">Turkey</td>
<td valign="top" align="left">Almost half of caregivers showed burden. No significant differences between burden experienced in caregivers of early-stage and late-stage PD.</td>
<td valign="top" align="left"><italic>n</italic> = 74 (G1 40 G2 34)<break/> G1 <italic>f</italic> 25 (62.5%) G2 <italic>f</italic> 26 (76.5%)<break/> G1 6.65 (15.75)<break/> G2 49.41 (14.32)</td>
<td valign="top" align="left">Zarit Caregiver Burden Inventory</td>
<td valign="top" align="left">Little or no burden,<break/> G1 = 21 (52.5) G2 = 18 (52.9)<break/> Mild to moderate burden G1 = 15 (37.5) G2 =12 (35.3)<break/> Moderate to severe burden G1 =2 (5.0) G2 =3 (8.8)<break/> Severe burden G1 =2 (5.0) G2 = 1 (2.9)</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">NR</td>
</tr>
<tr>
<td valign="top" align="left">Henry, 2020</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Difficulties with mobility, emotional well-being, and non-motor symptoms of PD were predictors of reduced caregiver QOL.</td>
<td valign="top" align="left"><italic>n</italic> = 181<break/> 77.9% <italic>f</italic><break/> 64.04 (10.50)</td>
<td valign="top" align="left">PDQ-Carer</td>
<td valign="top" align="left">CG QOL items</td>
<td valign="top" align="left">NR<break/></td>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Self-care</td>
<td/>
<td valign="top" align="left">0.76</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Anxiety/depression</td>
<td/>
<td valign="top" align="left">0.78</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Activities</td>
<td/>
<td valign="top" align="left">0.80</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Mobility</td>
<td/>
<td valign="top" align="left">0.40</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">ADL</td>
<td/>
<td valign="top" align="left">0.39</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Emotions</td>
<td/>
<td valign="top" align="left">0.38</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Cognition</td>
<td/>
<td valign="top" align="left">0.36</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Bodily discomfort</td>
<td/>
<td valign="top" align="left">0.25</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">Non-motor</td>
<td/>
<td valign="top" align="left">0.42</td>
</tr>
<tr>
<td valign="top" align="left">Karlstedt, 2019</td>
<td valign="top" align="left">Sweden</td>
<td valign="top" align="left">Cognitive decline and poor ADL in PD was associated with CG burden</td>
<td valign="top" align="left"><italic>n</italic> = 22 <italic>f</italic><break/> 70.7 (9.3)</td>
<td valign="top" align="left">Caregiver burden scale</td>
<td valign="top" align="left">42.5 (15.8)</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">NR</td>
</tr>
<tr>
<td valign="top" align="left">Klietz, 2020</td>
<td valign="top" align="left">Germany</td>
<td valign="top" align="left">Motor UPDRS scores and patient&#x00027;s attentional symptoms were associated with caregiver burden</td>
<td valign="top" align="left"><italic>n</italic> = 78<break/> 64.8 &#x000B1; 11.0</td>
<td valign="top" align="left">German version Parkinson&#x00027;s disease caregiver burden questionnaire</td>
<td valign="top" align="left">36.5 (27.1)</td>
<td valign="top" align="left">Range 0&#x02013;100</td>
<td valign="top" align="left">PDQ-8 (<italic>p</italic> 0.064) and UPDRS part III (<italic>p</italic> 0.086) showed a trend toward association with caregiver burden</td>
</tr>
<tr>
<td valign="top" align="left">Kumar, 2019</td>
<td valign="top" align="left">Pakistan</td>
<td valign="top" align="left">Overall 62.8% caregivers were stressed; increasing stress and depression was related to PD progression. Most (86.7%) of the stressed caregivers were female (<italic>p</italic> &#x0003C; 0.0001)</td>
<td valign="top" align="left"><italic>n</italic> = 156<break/> 49 (31.4%) <italic>f</italic><break/> 47.75 (11.98)</td>
<td valign="top" align="left">Caregiver Burden Inventory</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">NR</td>
</tr>
<tr>
<td valign="top" align="left">Lee, 2019</td>
<td valign="top" align="left">Korea</td>
<td valign="top" align="left">CB associated with higher daily time in caregiving. Better understanding of PD in spouses correlated with less burden</td>
<td valign="top" align="left"><italic>n</italic> = 142<break/> 72 <italic>m</italic>, 70 <italic>f</italic><break/> 59.4 (14.4)</td>
<td valign="top" align="left">Caregiver Burden Inventory</td>
<td valign="top" align="left">52.0 (19.9)</td>
<td valign="top" align="left">49.0 (range 25.0&#x02013;111.0)</td>
<td valign="top" align="left">CBI and: daily care time: 0.41 (<italic>p</italic> = 0.000)<break/> Care duration: 0.19 (<italic>p</italic> = 0.024)</td>
</tr>
<tr>
<td valign="top" align="left">Macchi, 2020</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Patient quality of life, anxiety and depression, and caregiver spiritual well-being contribute to caregiver burden</td>
<td valign="top" align="left">175<break/> 131 <italic>f</italic> (73%)<break/> 66 (11)</td>
<td valign="top" align="left">Zarit Burden Interview<break/> PDQ-39 PD<break/> QOL-AD Caregiver<break/> Reported<break/> HADS<break/> Anxiety<break/> Depression<break/> FACIT-SP spiritual well-being of caregivers</td>
<td valign="top" align="left">17.4 (7.9)<break/> 58.1 &#x000B1; 28.4<break/> 33.8 &#x000B1; 6.0<break/> 7.4 &#x000B1; 3.6<break/> 4.3 &#x000B1; 3.1<break/> 33.5 &#x000B1; 8.7</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">0.161 (<italic>p</italic> = 0.0001)<break/> 0.088 (<italic>p</italic> = 0.0001)<break/> 0.062 (<italic>p</italic> = 0.0014)<break/> 0.024 (<italic>p</italic> = 0.038)</td>
</tr>
<tr>
<td valign="top" align="left">Mosley, 2018</td>
<td valign="top" align="left">Australia</td>
<td valign="top" align="left">Caregiver burden was unchanged after subthalamic deep brain stimulation</td>
<td valign="top" align="left"><italic>n</italic> = 64<break/> 48 <italic>f</italic>, 16 <italic>m</italic><break/> 58.3 (8.4)</td>
<td valign="top" align="left">Zarit Burden Inventory</td>
<td valign="top" align="left">21.4 (13.7)</td>
<td valign="top" align="left">21</td>
<td valign="top" align="left">NR</td>
</tr>
<tr>
<td valign="top" align="left">Rajiah, 2017</td>
<td valign="top" align="left">Malaysia</td>
<td valign="top" align="left">QoL domains such as &#x0201C;stigma&#x0201D; and &#x0201C;emotional well-being&#x0201D; in PD were associated with caregiver burden</td>
<td valign="top" align="left"><italic>n</italic> = 132<break/> 43 <italic>m</italic>, 87 <italic>f</italic><break/> 45.1 (10.2)</td>
<td valign="top" align="left">Zarit Burden Interview</td>
<td valign="top" align="left">55.0 (19.2), mobility<break/> 39.0 (18.6), ADL<break/> 61.0 (17.4), emotional well-being<break/> 66 (16.8), stigma</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">0.41</td>
</tr>
<tr>
<td valign="top" align="left">Smith et al., 2019</td>
<td valign="top" align="left">Mexico and America</td>
<td valign="top" align="left">Showed associations between PD-related impairments, caregiver burden, and caregiver mental health. Caregiver burden mediated the relation between PD-related impairments and caregiver mental health</td>
<td valign="top" align="left"><italic>n</italic> = 253<break/> 68.6% <italic>f</italic> USA group<break/> 76.4% <italic>f</italic> Mexico group<break/> 68.73 (8:36)</td>
<td valign="top" align="left">Short version Zarit<break/> Burden Inventory</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">NR</td>
</tr>
<tr>
<td valign="top" align="left">Tan, 2019</td>
<td valign="top" align="left">Singapore</td>
<td valign="top" align="left">Caregiver burden was associated with more prolonged disease, higher levodopa doses and motor fluctuations</td>
<td valign="top" align="left"><italic>n</italic> = 104</td>
<td valign="top" align="left">Zarit Burden Inventory</td>
<td valign="top" align="left">24.6 (15.3)</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">NR</td>
</tr>
<tr>
<td valign="top" align="left">Tan, 2020 (this paper)</td>
<td valign="top" align="left">Singapore</td>
<td valign="top" align="left">Caregiver burden associated with PD disability, UPDRS mentation, behavior and mood subscale, and high scores on UPDRS ADL subscale</td>
<td valign="top" align="left"><italic>N</italic> = 94 caregiver-PwPD dyads<break/> caregivers: 74 f</td>
<td valign="top" align="left">Zarit Burden Inventory</td>
<td valign="top" align="left">23.0 (13.2)</td>
<td valign="top" align="left">NR</td>
<td valign="top" align="left">ZBI and HY<break/> 0.34 (at best)<break/> 0.35 (at worst)<break/> ZBI and UPDRS<break/> 0.38 (mood)<break/> 0.50 (ADL)</td>
</tr>
<tr>
<td valign="top" align="left">Trapp et al. 2018</td>
<td valign="top" align="left">Mexico</td>
<td valign="top" align="left">Caregiver burden mediated the relationship between family cohesion and quality of life</td>
<td valign="top" align="left"><italic>n</italic> = 95<break/> 78 <italic>f</italic><break/> 51.1 (13.9)</td>
<td valign="top" align="left">Zarit Burden Interview</td>
<td valign="top" align="left">Family cohesion<break/> 24.26 (14.62)</td>
<td valign="top" align="left">0&#x02013;70</td>
<td valign="top" align="left">&#x02212;0.38</td>
</tr>
<tr>
<td valign="top" align="left">Tessitore, 2018</td>
<td valign="top" align="left">Italy</td>
<td valign="top" align="left">Statistically significant predictors of CB were caregiver need to change work and judgement of QoL. CB lower when treated with levodopa/carbidopa intestinal gel than continuous subcutaneous apomorphine or usual care</td>
<td valign="top" align="left"><italic>n</italic> = 126<break/> 57.9 (12.9)</td>
<td valign="top" align="left">Zarit Burden Inventory</td>
<td valign="top" align="left">LCIG&#x02212;29.6 (14.4)</td>
<td/>
<td valign="top" align="left">Work change: 23.6, 95%CI 10.4&#x02013;36.8; <italic>P</italic> = 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Torny, 2018</td>
<td valign="top" align="left">France</td>
<td valign="top" align="left">The severity of non-motor signs, patients&#x00027; and caregivers&#x00027; mood, and motor disease severity are the main determinants of caregiver burden</td>
<td valign="top" align="left">38<break/> 84% <italic>f</italic><break/> 67.8 (9)</td>
<td valign="top" align="left">Zarit Burden Inventory<break/> PDQ-8 PD<break/> NMSS (total)<break/> HADS<break/> Depression</td>
<td valign="top" align="left">14.4 (12.7)<break/> 8.5 (6)<break/> 38 (41.6)<break/> 7.2 (4)<break/> 3.4 (4.2)</td>
<td/>
<td valign="top" align="left">0.27 (<italic>p</italic> = 0.007)<break/> 0.46 (<italic>P</italic> &#x0003C; 0.0001)<break/> 0.16 (<italic>p</italic> &#x0003C; 0.0125)<break/> 0.35 (<italic>p</italic> &#x0003C; 0.0001)</td>
</tr>
<tr>
<td valign="top" align="left">Vatter et al. 2018</td>
<td valign="top" align="left">United Kingdom</td>
<td valign="top" align="left">Factor analysis revealed five burden dimensions (factors): 1. social &#x00026; psychological constraints, 2. personal strain, 3. personal life, 4. concerns about future and 5. guilt. Factors were associated with lower relationship satisfaction, mental health, resilience, stress, anxiety, depression, resentment, negative strain, and PD motor severity.</td>
<td valign="top" align="left"><italic>n</italic> = 127<break/> 85.3% <italic>f</italic><break/> 69.44 (7.62)</td>
<td valign="top" align="left">Zarit Burden Interview</td>
<td valign="top" align="left">35.51 (15.4)</td>
<td valign="top" align="left">35.00<break/> 2-74</td>
<td valign="top" align="left">factors 1 and 2 (<italic>r</italic> = 0.67), factors 2<break/> and 3 (<italic>r</italic> =.67),<break/> factors 1 and 3 (<italic>r</italic> =.64)<break/> factors 3 and<break/> 4 (<italic>r</italic> =.62)</td>
</tr>
<tr>
<td valign="top" align="left">Yang, 2019</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Caregiver self-efficacy mediated caregiver burden, caregiver anxiety and depression. Caregiver burden was related to poor cognition and poor motor function in people with PD.</td>
<td valign="top" align="left"><italic>n</italic> = 112<break/> 66 (58.9%) <italic>f</italic><break/> 52.33 (13.43)</td>
<td valign="top" align="left">Chinese version of Zarit Burden Interview</td>
<td valign="top" align="left">19.58 &#x000B1; 13.09</td>
<td valign="top" align="left">18.0 (0,59)</td>
<td valign="top" align="left">Caregiver burden &#x00026; PD cognition &#x02212;0.412<break/> PD motor<break/> function<break/> 0.334</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>f, female; m, male; NR, not reported; CG, caregiver; PD, Parkinson&#x00027;s disease; PwPD, People living with PD; LCIG, levodopa/carbidopa intestinal gel; ADL, Activities of Daily Living; G, group</italic>.</p>
<p><italic>Instruments: PDQ-39, Parkinson&#x00027;s Disease Questionnaire; MCSI, Multidimensional Caregiver Strain Index; CSI, Caregiver Strain Index; CBI, Caregiver Burden Inventory; ZBI, Zarit Burden Interview/Zarit Caregiver Burden Inventory; CSI, Caregiver Strain Index; PDCB, Parkinson&#x00027;s Disease Caregiver Burden Questionnaire; UPDRS, Unified Parkinson&#x00027;s Disease Rating Scale; HY; modified Hoehn &#x00026; Yahr Scale; MMSE, Mini-Mental State Examination; (HR)QoL, (Health-related) Quality of Life</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Regardless of geographical, cultural, and geopolitical differences, caregiver strain in PD is a major problem world-wide and correlates with disease severity (<xref ref-type="bibr" rid="B40">40</xref>&#x02013;<xref ref-type="bibr" rid="B79">79</xref>). Our study showed that most south-east Asian PD caregivers are family members. Although many received support from domestic workers, they often experienced high levels of burden and strain. Both role strain and physical strain were reported, warranting consideration of systems to be put in place for early recognition, education, and support for caregiver strain.</p>
<p>Our results are consistent with European (<xref ref-type="bibr" rid="B8">8</xref>) and American literature [eg., (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>)] showing more female than male PD care providers, given that Parkinsonism more often affects men. Previous studies have also shown close relationships between disability and quality of life in people with PD and the level of burden in caregivers (<xref ref-type="bibr" rid="B42">42</xref>). Caregiver strain is particularly associated with immobility in PD care recipients and the severity of non-motor symptoms associated with PD (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B43">43</xref>). A Malaysian study by Razali et al. also found that patient age, stage and severity of illness were significantly associated with feelings of burden in caregivers (<xref ref-type="bibr" rid="B44">44</xref>). However, caregiver burden in this Malaysian study was not related to social status, kinship or duration of care (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>Approximately one quarter of the care providers in our study attended caregiver education or support groups to obtain more information on how best to support people living with PD. This was rarely more than an hour in duration. The small amount of PD education concurs with the findings of Mehta et al. who reported that caregivers who lived in Singapore often did not receive very much formal training to care for people living with PD (<xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>The caregivers in our sample reported more personal strain than role strain. Overall, they exercised a reasonable level of control over their caregiving roles even though it sometimes affected their personal health and social life. This was consistent with regional studies showing associations between caregiving and perceived burden (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B46">46</xref>). For example, a Singapore qualitative analysis (<xref ref-type="bibr" rid="B47">47</xref>) reported that many caregivers experienced lifestyle restrictions and felt physically and emotionally drained. Others (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B48">48</xref>&#x02013;<xref ref-type="bibr" rid="B50">50</xref>) reported that increased involvement in caring can sometimes be perceived to disrupt a caregiver&#x00027;s personal life and roles. Mehta noted that some (but not all) Singaporean caregivers interpreted their role to be obligatory &#x0201C;having no choice (but to care for the patient)&#x0201D; (<xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>The results of our investigation also showed that caregiver burden had a moderately strong positive relationship with PD disease stage (<xref ref-type="table" rid="T4">Table 4</xref>). It also escalated with severe disability. This finding is consistent with global reports (<xref ref-type="table" rid="T4">Table 4</xref>). Of interest, a Malaysian study reported that respite in the form of caregiver support group or day care attendance for patients can reduce caregiver burden (<xref ref-type="bibr" rid="B44">44</xref>). Thommessen et al. (<xref ref-type="bibr" rid="B51">51</xref>) and Schrag et al. (<xref ref-type="bibr" rid="B43">43</xref>) found that only the mental health of care recipients was associated with caregiver burden. In contrast, we found that both poor mental health and activities of daily living were associated with caregiver strain.</p>
<p>There was no correlation between caregiver multimorbidity and perceived caregiver burden in our sample. This was in contrast to Martinez-Martin et al. (<xref ref-type="bibr" rid="B2">2</xref>) who found that Spanish caregivers tended to be less physically and mentally healthy compared to the general population. The care recipients in our study had a higher disease severity than counterparts in Spain (<xref ref-type="bibr" rid="B12">12</xref>). Differences in race, culture, and healthcare systems might also have contributed to the disparate results.</p>
<p>Although this is the largest PD caregiver study undertaken in the Asia-Pacific region to have identified critical elements in caring, it is not known whether the Singapore results generalize to other locations in Asia such as Indonesia, Malaysia, Vietnam, Thailand, Cambodia, or China. The sample mainly included men with PD and caregivers who were women. Further clarification of gender issues in caregiving is warranted. The sample size for each ethnic group also did not allow for critical analysis of differences in caregiving as a result from race, ethnicity, and culture that could have affected caregiving experiences. In addition, variations in treatment options for different countries could affect caregiver burden and strain. Longitudinal changes in caregiver burden and coping strategies were not examined. Further trials are needed to better understand how caregiver strain varies according to the stage of progression of Parkinsonism as well as the effects of different interventions to improve health, well-being and quality of life in care providers and care-recipients.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>As with international data, care providers of people living with PD in Singapore often had raised levels of personal strain and role strain that were associated with the level of PD disability. The caregivers in our sample provided care for an average of 8 h per day for 6 years or more. Although foreign employed workers often gave assistance, around 80% of care providers were family members. Many care providers were elderly spouses. In Singapore, as for throughout the world, there is a need for systems to reduce caregiver burden that are responsive to the progressive trajectory of this common and chronic neurological disease.</p>
</sec>
<sec sec-type="data-availability-statement" id="s6">
<title>Data Availability Statement</title>
<p>The datasets generated for this study are available on request to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by the research protocol was approved by institutional review boards of The University of Melbourne (Ethics ID: 0719562) and Singapore General Hospital (Ethics ID: 2008/122/A). The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>S-BT, AW, E-KT, and MM: contributed to research project conception and design. S-BT: original concept and research project organization and execution, data collection, statistical analysis, design and execution, and manuscript writing. AW: statistical analysis design, review, and critique. E-KT: statistical analysis review and critique, and manuscript: review and critique. MM: research project conception and design, and statistical analysis review and critique, and manuscript: review and critique. All authors contributed to manuscript revision, read and approved the submitted version.</p>
</sec>
<sec id="s9">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<ack><p>We acknowledge the financial support of the Singapore General Hospital Research Fund&#x02014;Quality of life and coping for caregivers of people with Parkinson&#x00027;s disease (SRF&#x00023;143/08); 2008, Singapore General Hospital. This data was collected when S-BT was a PhD student at The University of Melbourne, supervised by Prof Williams.</p>
</ack>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This paper was also supported by Parkinson&#x00027;s Singapore and La Trobe University. Financial Disclosures of all authors (for the preceding 12 months) S-BT: nil relevant, AW: nil relevant, E-KT: supported by national medical research council grants; STaR and Parkinson disease clinical translational program, SPARKS 2, RC: nil relevant, MM: receives funding from the National Health and Medical Research Council Australia and Healthscope.</p>
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