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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1620957</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Factors influencing the informal caregiving needs among the older adult population in Jiangmen City, China: a cross-sectional study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Yue</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Huailei</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Shan</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Siqi</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Xin</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1892052/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fu</surname>
<given-names>Fang</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Guanghua</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3052097/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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<aff id="aff1"><sup>1</sup><institution>School of Nursing, Guangdong Jiangmen Chinese Medicine College</institution>, <addr-line>Jiangmen</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Wuyi Hospital of Traditional Chinese Medicine</institution>, <addr-line>Jiangmen</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Nursing, Huizhou Health Sciences Polytechnic</institution>, <addr-line>Huizhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn id="fn0002" fn-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/562926/overview">Abdulqadir J. Nashwan, Hamad Medical Corporation</ext-link>, Qatar</p></fn>
<fn id="fn0003" fn-type="edited-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2263912/overview">Ismail A. Ibrahim, Fenerbah&#x00E7;e University</ext-link>, T&#x00FC;rkiye</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2654469/overview">Mostafa Shaban, Jouf University</ext-link>, Saudi Arabia</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2989807/overview">Emeka Duru, The University of Utah</ext-link>, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Guanghua Zhang, <email>gdjmzgh1968@163.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1620957</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Zhou, Zhang, He, Huang, Zhang, Fu and Zhang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Zhou, Zhang, He, Huang, Zhang, Fu and Zhang</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>
<sec id="sec100">
<title>Objective</title>
<p>Although China has a vast population, less attention has been paid to the status and training needs of informal caregivers. This study aimed to assess the training needs of the informal caregivers in Jiangmen city, located in Guangdong Province in southern China.</p>
</sec>
<sec id="sec101">
<title>Methods</title>
<p>Three communities within a district of Jiangmen City were selected, and primary caregivers of older adults were invited to complete a self-developed training needs questionnaire. A total of 250 questionnaires were distributed, and 237 questionnaires were finally collected. Of the collected questionnaires, 214 (90.4%) were deemed valid.</p>
</sec>
<sec id="sec102">
<title>Results</title>
<p>Informal caregivers reported a substantial caregiving burden. About 78.5% of informal caregivers had not received formal caregiving training, and over 91.1% expressed a need for such training. In terms of training content, the dimension of older adults care knowledge received the highest scores, followed by health care techniques and daily living care skills, while rehabilitation care techniques scored the lowest. The mean item score was 4.17 &#x00B1; 0.88. Multi-stepwise regression analysis indicated that training needs of informal caregivers were significantly associated with age, education, employment status, and relationship to the care recipient.</p>
</sec>
<sec id="sec103">
<title>Conclusion</title>
<p>There is a strong demand for informal caregiver training in Jiangmen, Guangdong. Training needs were significantly associated with caregivers&#x2019; age, education, employment status, and relationship to the care recipient.</p>
</sec>
</abstract>
<kwd-group>
<kwd>informal care</kwd>
<kwd>training needs</kwd>
<kwd>current situation investigation</kwd>
<kwd>caregiving</kwd>
<kwd>cross-sectional study</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="29"/>
<page-count count="9"/>
<word-count count="5936"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Aging and Public Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Population aging is a great challenge globally due to increasing life expectancy and decreased fertility rate, especially in mainland China with a vast population (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). A trend similarly is observed in many developed countries, including the USA, UK, France, and Germany (<xref ref-type="bibr" rid="ref3">3</xref>). On this basis, home-based informal caregiving, community-based residential care, and institutionalized care have been advocated and become increasingly significant modes of care provision. According to Article 49 of the Constitution of the People&#x2019;s Republic of China, <italic>&#x201C;Parents have the duty to rear and educate their minor children, and children who have come of age have the duty to support and assist their parents&#x201D;</italic> (<xref ref-type="bibr" rid="ref4">4</xref>). This constitutional provision reflects the traditional Confucian value of filial piety, which remains deeply embedded in Chinese culture and social norms. On this basis, most of the older adults care is given by their family members.</p>
<p>Informal caregiving refers to the unpaid care and assistance provided primarily by family members, relatives, or close friends to older adults with functional limitations. As a type of care usually provided by family members, it assists the older adults with functional limitations in their daily lives with no paid compensation (<xref ref-type="bibr" rid="ref5">5</xref>). Informal caregiving for the older adults is often a long-term commitment, involving not only basic daily support but also more complex tasks such as rehabilitation training and the management of chronic diseases (<xref ref-type="bibr" rid="ref6">6</xref>). The scope and intensity of caregiving tasks vary widely, depending on the number of caregiving hours, specific care needs, and the level of support available. Compared with the nursing caregivers, informal caregivers, typically family members without formal training, are more likely to experience significant physical and psychological stress (<xref ref-type="bibr" rid="ref7">7</xref>). The lack of professional knowledge and caregiving skills often contributes to a gradual decline in care quality, negatively affecting the health and well-being of older adults over time.</p>
<p>Studies in the USA and the UK have demonstrated that untrained informal caregivers are at increased risk of caregiver burden, depression, and reduced care quality (<xref ref-type="bibr" rid="ref8">8</xref>). Evidence from randomized controlled trials and systematic reviews shows that targeted caregiver training programs can significantly reduce caregiving burden, enhance coping skills, and improve outcomes for both caregivers and care recipients (<xref ref-type="bibr" rid="ref9">9</xref>). Despite a vast population in China, limited attention has been paid to the status and training needs of informal caregiving in the Chinese population. Previous research found that greater caregiving load was significantly associated with higher caregiver burden, with social support intensity playing a key moderating role (<xref ref-type="bibr" rid="ref10">10</xref>). However, while the impact of caregiving burden has been acknowledged, relatively little is known about the specific skills and support informal caregivers require to improve care quality and reduce stress. Accordingly, this study sought to identify the training needs of informal caregivers in Jiangmen City, China, with a focus on the types of caregiving skills required, preferred training formats, and factors associated with those needs.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title>Subjects</title>
<p>This questionnaire-based survey was conducted via an online platform,<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> and participants were recruited from three residential communities in three communities from a district of Jiangmen City, located in Guangdong Province in southern China. Jiangmen is part of the economically developed Pearl River Delta region and has a rapidly aging population due to both urbanization and increasing life expectancy. The selected communities represent a mix of urban and suburban areas, with varying levels of access to healthcare and eldercare resources, making them suitable for assessing the training needs of informal caregivers. The inclusion criteria were as follows: (a) individuals who self-identified as the primary caregivers for disabled older adults, defined as persons with significant physical or cognitive impairments, or diagnosed with Alzheimer&#x2019;s disease, who required assistance with basic life support, disease caring and rehabilitation; (b) caregivers who provided such care without receiving any financial compensation; (c) possessed sufficient cognitive and communication ability to understand the study&#x2019;s purpose and procedures and to provide informed consent; and (d) voluntarily participate in this survey. The individuals with paid compensation, with bias in the understanding of this study, or not willing to participate in the survey were excluded from this study. Caregiving roles and care recipient conditions were verified through screening questions at the beginning of the questionnaire. Participants were asked to indicate the relationship to the care recipients, the types of care tasks they performed (e.g., feeding, bathing, medication administration), and the specific health conditions of the older adults person they cared for. The ethical approval was waived by the board of the ethics committee of our college.</p>
</sec>
<sec id="sec4">
<title>Questionnaire designing and validation</title>
<p>To ensure the scientific validity and relevance of the questionnaire content, a two-round Delphi method was employed. A total of 20 experts in geriatric care were invited to participate, including professionals from hospitals, long-term care institutions, and academic settings located in Guangzhou, Wuhan, and Beijing (<xref rid="SM1" ref-type="supplementary-material">Supplementary File 1</xref>). Among them, 13 experts held senior or associate senior professional titles, 12 held a master&#x2019;s degree or higher, and all had more than 5 years of experience in older adults care or related fields. In the first round, experts were asked to rate the relevance and clarity of each item on a 5-point Likert scale and provide qualitative suggestions for revision. Feedback was analyzed quantitatively and qualitatively. Items with a mean score below 4.0 or a coefficient of variation (CV) greater than 0.25 were subject to revision or removal. In the second round, the revised questionnaire was redistributed, and experts re-evaluated the items. Kendall&#x2019;s coefficient of concordance (W) was calculated to assess the level of consensus, with <italic>W</italic>&#x202F;&#x003E;&#x202F;0.70 indicating strong agreement. After the second round, consensus was reached on all items, and the final version of the questionnaire was established based on expert feedback and a small-scale pilot test.</p>
<p>The questionnaire consisted of three parts: (i) The questionnaire for collecting the demographic information, including sex, age, marriage, employment, education, health condition, relationship with the older adults in care, and the assistance involved in the care. (ii) Informal caregiving information, including hours spent in caregiving, average hours spent in caregiving per day, source of caregiving knowledge. (iii) Training-need assessment scale for informal caregivers. It comprised 18 items, organized into four logically related dimensions established through the two-round Delphi process: (a) older adults caregiving knowledge (five items), covering psychological and physiological characteristics of older adults, common chronic diseases, medication guidance, and nutritional/dietary needs; (b) life-care technology (five items), focusing on daily living support skills such as feeding, bathing, dressing, toileting, and safe mobility assistance; (c) health caring technology (five items) including disease monitoring, first aid for emergencies (e.g., falls, choking, injuries), infection prevention, and basic nursing procedures; and (d) rehabilitation caring (two items) involving guidance on functional training and mobility rehabilitation for older adults. The number of items per dimension in the training needs scale reflects the relative importance and demand for different types of elder care knowledge and skills, resulting in the observed differences across dimensions. A scale of 1&#x2013;5 was designated for each item, with 1 score demonstrating not necessary and 5 score demonstrating very necessary. Caregivers selected the appropriate score based on their own conditions. A high score indicated a high training need for the informal caregiving. The scale had been tested for reliability and validity, showing an acceptable Cronbach&#x2019;s Alpha coefficient.</p>
</sec>
<sec id="sec5">
<title>Methodology</title>
<p>After obtaining the consent of the community committee, the questionnaires were distributed to the survey respondents who met the inclusion criteria from April 2023 to October 2023. The investigators of this research team were all qualified and received professional training before distributing the questionnaire in filling in the remarks during the survey, distributing and collecting the questionnaires, as well as timely answers to questions raised by the survey respondents. A total of 250 questionnaires were distributed, and 237 questionnaires were finally collected. Among the collected questionnaires, 214 (90.4%) questionnaires were effective. A questionnaire was considered valid if it met the following criteria: all essential items were completed without missing data; the responses were internally consistent (e.g., no logical contradictions); and the respondent met the inclusion criteria. We applied multi-stepwise regression to identify the key factors influencing the training needs. This approach allows us to systematically evaluate multiple potential predictors while controlling for confounding variables, and to select the most significant variables that contribute to variations in caregivers&#x2019; training needs.</p>
</sec>
<sec id="sec6">
<title>Statistical analysis</title>
<p>After removing the invalid questionnaires, the data from the eligible questionnaires were entered into the Excel. All the data were analyzed using the SPSS 26.0 software. Continuous variables normally distributed were expressed as mean &#x00B1; standard deviation (SD). Descriptive statistical analysis was used to analyze the scores of each dimension of the demographic information, caregiving data, and training need scale. Student&#x2019;s <italic>t</italic>-test and variance analysis were used to analyze the needs of respondents with different characteristics. Variables with a <italic>p</italic> value of less than 0.05 in the univariate regression analysis was adopted into the multiple stepwise regression, to identify the risk factors for the training need of informal caregiving. A <italic>p</italic> value of less than 0.05 was considered to be statistical significance.</p>
</sec>
</sec>
<sec sec-type="results" id="sec7">
<title>Results</title>
<sec id="sec8">
<title>Basic demographics of the informal caregivers</title>
<p>In total, 214 subjects (female: 153; male: 61) accomplished the questionnaire. The majority of informal caregivers (62.1%) were aged 40&#x202F;years or older. Merely 22.4% of the caregivers obtained a bachelor&#x2019;s degree or more. About 56.6% of the caregivers showed a son/daughter-in-law or daughter/son-in-law relationship with the older adults care recipients. In addition, 19.6% of the caregivers showed a history of chronic disease (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption><p>General information of informal caregivers.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Number (percentage)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="2">Gender</td>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">61 (28.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">153 (71.5%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Age</td>
</tr>
<tr>
<td align="left" valign="top">&#x003C;30&#x202F;years</td>
<td align="center" valign="top">50 (23.4%)</td>
</tr>
<tr>
<td align="left" valign="top">30&#x2013;40&#x202F;years</td>
<td align="center" valign="top">31 (14.5%)</td>
</tr>
<tr>
<td align="left" valign="top">40&#x2013;50&#x202F;years</td>
<td align="center" valign="top">91 (42.5%)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E;50&#x202F;years</td>
<td align="center" valign="top">42 (19.6%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Marriage</td>
</tr>
<tr>
<td align="left" valign="top">Married</td>
<td align="center" valign="top">146 (68.2%)</td>
</tr>
<tr>
<td align="left" valign="top">Not-married</td>
<td align="center" valign="top">61 (28.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Divorced and/or widowed</td>
<td align="center" valign="top">7 (3.3%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Employment</td>
</tr>
<tr>
<td align="left" valign="top">Full-time employment</td>
<td align="center" valign="top">95 (44.4%)</td>
</tr>
<tr>
<td align="left" valign="top">Part-time employment</td>
<td align="center" valign="top">34 (15.9%)</td>
</tr>
<tr>
<td align="left" valign="top">No job</td>
<td align="center" valign="top">53 (24.8%)</td>
</tr>
<tr>
<td align="left" valign="top">Retired</td>
<td align="center" valign="top">16 (7.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Farmer</td>
<td align="center" valign="top">16 (7.5%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Education</td>
</tr>
<tr>
<td align="left" valign="top">Preliminary school</td>
<td align="center" valign="top">21 (9.8%)</td>
</tr>
<tr>
<td align="left" valign="top">Middle school</td>
<td align="center" valign="top">44 (20.6%)</td>
</tr>
<tr>
<td align="left" valign="top">High school</td>
<td align="center" valign="top">42 (19.6%)</td>
</tr>
<tr>
<td align="left" valign="top">College</td>
<td align="center" valign="top">59 (27.6%)</td>
</tr>
<tr>
<td align="left" valign="top">Bachelor&#x2019;s degree or more</td>
<td align="center" valign="top">48 (22.4%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Relationship</td>
</tr>
<tr>
<td align="left" valign="top">Spouse</td>
<td align="center" valign="top">12 (5.6%)</td>
</tr>
<tr>
<td align="left" valign="top">Son/daughter-in-law</td>
<td align="center" valign="top">74 (34.6%)</td>
</tr>
<tr>
<td align="left" valign="top">Daughter/son-in-law</td>
<td align="center" valign="top">47 (22.0%)</td>
</tr>
<tr>
<td align="left" valign="top">Other relations</td>
<td align="center" valign="top">60 (28.0%)</td>
</tr>
<tr>
<td align="left" valign="top">Social relationship (e.g., friends or neighbors)</td>
<td align="center" valign="top">21 (9.8%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Family assistance during the informal caregiving</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">109 (50.9%)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">105 (49.1%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Monthly income</td>
</tr>
<tr>
<td align="left" valign="top">&#x2264;2,000 CNY</td>
<td align="center" valign="top">57 (26.6%)</td>
</tr>
<tr>
<td align="left" valign="top">2,000&#x2013;4,000 CNY</td>
<td align="center" valign="top">51 (23.8%)</td>
</tr>
<tr>
<td align="left" valign="top">4,000&#x2013;6,000 CNY</td>
<td align="center" valign="top">55 (25.7%)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E;6,000 CNY</td>
<td align="center" valign="top">51 (23.8%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Health status of the caregivers</td>
</tr>
<tr>
<td align="left" valign="top">Good</td>
<td align="center" valign="top">140 (65.4%)</td>
</tr>
<tr>
<td align="left" valign="top">Moderate</td>
<td align="center" valign="top">66 (30.8%)</td>
</tr>
<tr>
<td align="left" valign="top">Poor</td>
<td align="center" valign="top">8 (3.7%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Chronic diseases</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">42 (19.6%)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">172 (80.4%)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec9">
<title>Training needs of informal caregivers</title>
<p><xref ref-type="table" rid="tab2">Table 2</xref> summarized the caregiving characteristics of the informal caregivers. About 42.5% had been providing care for up to 12&#x202F;months, followed by those caring for 3&#x202F;months or less (38.8%), 3&#x2013;6&#x202F;months (14.7%), and 6&#x2013;12&#x202F;months (4.7%). In terms of average daily caregiving time, 43.9% reported less than 2&#x202F;h per day, followed by 2&#x2013;6&#x202F;h (37.9%), 6&#x2013;12&#x202F;h (12.1%), and more than 12&#x202F;h (6.1%). The majority of caregivers (78.5%) had not received any professional training prior to providing informal care. Among all respondents, 61.2% expressed a perceived need for professional caregiving training. Among those who had received training, most had only been trained in basic life support (23.9%), with the primary sources of training being experienced friends or family members.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption><p>Caregiving situation of informal caregivers.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Number (frequency)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="2">Total caregiving time</td>
</tr>
<tr>
<td align="left" valign="top">&#x003C;3&#x202F;months</td>
<td align="center" valign="top">83 (38.8%)</td>
</tr>
<tr>
<td align="left" valign="top">3&#x2013;6&#x202F;months</td>
<td align="center" valign="top">30 (14.0%)</td>
</tr>
<tr>
<td align="left" valign="top">6&#x2013;12&#x202F;months</td>
<td align="center" valign="top">10 (4.7%)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E;12&#x202F;months</td>
<td align="center" valign="top">91 (42.5%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Caregiving time per day</td>
</tr>
<tr>
<td align="left" valign="top">&#x003C;2&#x202F;h</td>
<td align="center" valign="top">94 (43.9%)</td>
</tr>
<tr>
<td align="left" valign="top">2&#x2013;6&#x202F;h</td>
<td align="center" valign="top">81 (37.9%)</td>
</tr>
<tr>
<td align="left" valign="top">6&#x2013;12&#x202F;h</td>
<td align="center" valign="top">26 (12.1%)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E;12&#x202F;h</td>
<td align="center" valign="top">13 (6.1%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Received professional training on the caregiving</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">46 (21.5%)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">168 (78.5%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Necessity for the training on caregiving</td>
</tr>
<tr>
<td align="left" valign="top">Extremely</td>
<td align="center" valign="top">83 (38.8%)</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">112 (52.3%)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">19 (8.9%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Received training for the caregiving</td>
</tr>
<tr>
<td align="left" valign="top">Care positioning, quality and ability recognition</td>
<td align="center" valign="top">17 (12.0%)</td>
</tr>
<tr>
<td align="left" valign="top">Physical and ability assessment</td>
<td align="center" valign="top">28 (19.7%)</td>
</tr>
<tr>
<td align="left" valign="top">Basic life care</td>
<td align="center" valign="top">34 (23.9%)</td>
</tr>
<tr>
<td align="left" valign="top">Medication</td>
<td align="center" valign="top">22 (15.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Care for functionally impaired older adults people</td>
<td align="center" valign="top">13 (9.2%)</td>
</tr>
<tr>
<td align="left" valign="top">Emergency rescue</td>
<td align="center" valign="top">13 (9.2%)</td>
</tr>
<tr>
<td align="left" valign="top">Dementia care</td>
<td align="center" valign="top">6 (4.2%)</td>
</tr>
<tr>
<td align="left" valign="top">Palliative care</td>
<td align="center" valign="top">9 (6.3%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Tools for obtaining the caregiving knowledge</td>
</tr>
<tr>
<td align="left" valign="top">Friends and relatives with care experience</td>
<td align="center" valign="top">139 (26.1%)</td>
</tr>
<tr>
<td align="left" valign="top">Professional nursing</td>
<td align="center" valign="top">89 (16.7%)</td>
</tr>
<tr>
<td align="left" valign="top">Online resource and television program</td>
<td align="center" valign="top">105 (19.7%)</td>
</tr>
<tr>
<td align="left" valign="top">Books</td>
<td align="center" valign="top">70(13.1%)</td>
</tr>
<tr>
<td align="left" valign="top">Education from elders</td>
<td align="center" valign="top">95 (17.8%)</td>
</tr>
<tr>
<td align="left" valign="top">Care-related lectures and forums</td>
<td align="center" valign="top">35 (6.6%)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec10">
<title>Score of training needs for informal caregivers in various dimensions</title>
<p><xref ref-type="table" rid="tab3">Table 3</xref> presented the training needs score of informal caregivers. Among the four dimensions of the training needs assessment scale, older adults caregiving knowledge received the highest mean score (4.17&#x202F;&#x00B1;&#x202F;0.88), followed by health care technology (4.14&#x202F;&#x00B1;&#x202F;0.82), life-care technology (4.04&#x202F;&#x00B1;&#x202F;0.95), and rehabilitation care (3.92&#x202F;&#x00B1;&#x202F;1.05). Within the training needs scale, two items showed a mean score of less than 4, including functional impairment (i.e., speech, movement, swallowing) and user guides to the commonly utilized facilities (e.g., wheelchairs and walkers). The top needs for the informal caregiving training were the necessities for the caring of chronic diseases including diabetes mellitus (DM), hypertension and chronic obstructive pulmonary disease (COPD) (<xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption><p>Training needs scores of informal caregivers in various dimensions.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Number of question</th>
<th align="center" valign="top">Score</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Older adults care knowledge</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">4.17&#x202F;&#x00B1;&#x202F;0.88</td>
</tr>
<tr>
<td align="left" valign="top">Life care knowledge</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">4.04&#x202F;&#x00B1;&#x202F;0.95</td>
</tr>
<tr>
<td align="left" valign="top">Health care knowledge</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">4.14&#x202F;&#x00B1;&#x202F;0.82</td>
</tr>
<tr>
<td align="left" valign="top">Rehabilitation care knowledge</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">3.92&#x202F;&#x00B1;&#x202F;1.05</td>
</tr>
<tr>
<td align="left" valign="top">Total</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">4.10&#x202F;&#x00B1;&#x202F;0.77</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption><p>Score on training needs items among informal caregivers.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Dimension</th>
<th align="left" valign="top">Entry</th>
<th align="center" valign="top">Score</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="5">Older adults care knowledge</td>
<td align="left" valign="top">Guidance on knowledge related to the physiological and anatomical characteristics of the older adults</td>
<td align="center" valign="top">4.00&#x202F;&#x00B1;&#x202F;1.07</td>
</tr>
<tr>
<td align="left" valign="top">Nursing guidance for common psychological and mental problems</td>
<td align="center" valign="top">4.19&#x202F;&#x00B1;&#x202F;0.97</td>
</tr>
<tr>
<td align="left" valign="top">Guidance on common chronic diseases in the older adults such as DM, hypertension, and COPD</td>
<td align="center" valign="top">4.29&#x202F;&#x00B1;&#x202F;0.94</td>
</tr>
<tr>
<td align="left" valign="top">Diet and nutrition guidance</td>
<td align="center" valign="top">4.24&#x202F;&#x00B1;&#x202F;0.95</td>
</tr>
<tr>
<td align="left" valign="top">Daily life and TCM healthcare knowledge guidance</td>
<td align="center" valign="top">4.04&#x202F;&#x00B1;&#x202F;1.04</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Life care knowledge</td>
<td align="left" valign="top">General dietary care techniques for the eating and drinking</td>
<td align="center" valign="top">4.08&#x202F;&#x00B1;&#x202F;1.04</td>
</tr>
<tr>
<td align="left" valign="top">Guidelines on providing oral, hair, and skin care, as well as morning and evening hygiene support</td>
<td align="center" valign="top">4.04&#x202F;&#x00B1;&#x202F;1.04</td>
</tr>
<tr>
<td align="left" valign="top">Guidance on excretion care techniques for constipation and urinary incontinence</td>
<td align="center" valign="top">4.00&#x202F;&#x00B1;&#x202F;1.01</td>
</tr>
<tr>
<td align="left" valign="top">Sleep care</td>
<td align="center" valign="top">4.00&#x202F;&#x00B1;&#x202F;1.00</td>
</tr>
<tr>
<td align="left" valign="top">Technical guidance on safety and transfer care</td>
<td align="center" valign="top">4.07&#x202F;&#x00B1;&#x202F;1.02</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">Health care knowledge</td>
<td align="left" valign="top">Guidance on drug-use safety</td>
<td align="center" valign="top">4.20&#x202F;&#x00B1;&#x202F;0.91</td>
</tr>
<tr>
<td align="left" valign="top">Guidance on measuring vital signs including temperature, respiration, pulse and blood pressure</td>
<td align="center" valign="top">4.14&#x202F;&#x00B1;&#x202F;0.88</td>
</tr>
<tr>
<td align="left" valign="top">Special dietary care guidance</td>
<td align="center" valign="top">4.13&#x202F;&#x00B1;&#x202F;0.96</td>
</tr>
<tr>
<td align="left" valign="top">Guidance for the caring of the older adults with Alzheimer disease</td>
<td align="center" valign="top">4.05&#x202F;&#x00B1;&#x202F;1.04</td>
</tr>
<tr>
<td align="left" valign="top">First aid guidance for the older adults on falling, choking, injuries, and fractures</td>
<td align="center" valign="top">4.27&#x202F;&#x00B1;&#x202F;0.85</td>
</tr>
<tr>
<td align="left" valign="top">Palliative care guidance</td>
<td align="center" valign="top">4.09&#x202F;&#x00B1;&#x202F;0.96</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Rehabilitation care knowledge</td>
<td align="left" valign="top">Rehabilitation training and care guidance for older adults people with functional impairment in language, movement and swallowing</td>
<td align="center" valign="top">3.94&#x202F;&#x00B1;&#x202F;1.09</td>
</tr>
<tr>
<td align="left" valign="top">Guidance on the use of common assistive devices for the older adults such as wheelchairs and walkers</td>
<td align="center" valign="top">3.90&#x202F;&#x00B1;&#x202F;1.04</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>COPD, chronic obstructive pulmonary disease; DM, diabetes mellitus; TCM, traditional Chinese medicine.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec11">
<title>Multiple stepwise regression analysis</title>
<p>With the needs score as the dependent variable, we adopted the variables with statistical significance (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) in the univariate analysis into the multiple stepwise regression analysis. Based on univariate analysis (<xref ref-type="table" rid="tab5">Table 5</xref>), informal caregivers with different age, working status, educational level and relationship with the older adults under care showed different training needs.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption><p>Univariate analysis for the training needs of the informal caregivers.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Number</th>
<th align="center" valign="top">Score</th>
<th align="center" valign="top"><italic>t</italic>-value</th>
<th align="center" valign="top"><italic>P</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Gender</td>
<td/>
<td/>
<td align="center" valign="top">&#x2212;1.749</td>
<td align="center" valign="top">0.084</td>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">61</td>
<td align="center" valign="top">3.93&#x202F;&#x00B1;&#x202F;0.98</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">153</td>
<td align="center" valign="top">4.16&#x202F;&#x00B1;&#x202F;0.66</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td/>
<td/>
<td align="center" valign="top">13.620</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x2002;&#x003C;30&#x202F;years</td>
<td align="center" valign="top">50</td>
<td align="center" valign="top">3.67&#x202F;&#x00B1;&#x202F;0.83</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;30&#x2013;40&#x202F;years</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">3.76&#x202F;&#x00B1;&#x202F;1.07</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;40&#x2013;50&#x202F;years</td>
<td align="center" valign="top">91</td>
<td align="center" valign="top">4.32&#x202F;&#x00B1;&#x202F;0.47</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;&#x003E;50&#x202F;years</td>
<td align="center" valign="top">42</td>
<td align="center" valign="top">4.38&#x202F;&#x00B1;&#x202F;0.66</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Marriage</td>
<td/>
<td/>
<td align="center" valign="top">0.779</td>
<td align="center" valign="top">0.460</td>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Married</td>
<td align="center" valign="top">146</td>
<td align="center" valign="top">4.13&#x202F;&#x00B1;&#x202F;0.72</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Not-married</td>
<td align="center" valign="top">61</td>
<td align="center" valign="top">4.07&#x202F;&#x00B1;&#x202F;0.82</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Divorced and/or widowed</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">3.77&#x202F;&#x00B1;&#x202F;1.28</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Employment</td>
<td/>
<td/>
<td align="center" valign="top">5.423</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Full-time employment</td>
<td align="center" valign="top">95</td>
<td align="center" valign="top">3.84&#x202F;&#x00B1;&#x202F;0.93</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Part-time employment</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">4.24&#x202F;&#x00B1;&#x202F;0.70</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;No job</td>
<td align="center" valign="top">53</td>
<td align="center" valign="top">4.33&#x202F;&#x00B1;&#x202F;0.42</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Retired</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">4.44&#x202F;&#x00B1;&#x202F;0.51</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Farmer</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">4.21&#x202F;&#x00B1;&#x202F;0.49</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Education</td>
<td/>
<td/>
<td align="center" valign="top">6.914</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Preliminary school</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">4.58&#x202F;&#x00B1;&#x202F;0.94</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Middle school</td>
<td align="center" valign="top">44</td>
<td align="center" valign="top">4.42&#x202F;&#x00B1;&#x202F;0.81</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;High school</td>
<td align="center" valign="top">42</td>
<td align="center" valign="top">3.99&#x202F;&#x00B1;&#x202F;0.56</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;College</td>
<td align="center" valign="top">59</td>
<td align="center" valign="top">4.01&#x202F;&#x00B1;&#x202F;0.60</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Bachelor&#x2019;s degree or more</td>
<td align="center" valign="top">48</td>
<td align="center" valign="top">3.79&#x202F;&#x00B1;&#x202F;0.82</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Relationship</td>
<td/>
<td/>
<td align="center" valign="top">4.242</td>
<td align="center" valign="top">0.003</td>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Spouse</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">4.42&#x202F;&#x00B1;&#x202F;0.72</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Sons or daughters-in-law</td>
<td align="center" valign="top">74</td>
<td align="center" valign="top">4.17&#x202F;&#x00B1;&#x202F;0.55</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Daughters or sons-in-law</td>
<td align="center" valign="top">47</td>
<td align="center" valign="top">4.33&#x202F;&#x00B1;&#x202F;0.51</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Other relations</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">3.89&#x202F;&#x00B1;&#x202F;0.89</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Social relationship (e.g., friends or neighbors)</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">3.74&#x202F;&#x00B1;&#x202F;1.22</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Family assistance during the informal caregiving</td>
<td/>
<td/>
<td align="center" valign="top">&#x2212;0.399</td>
<td align="center" valign="top">0.690</td>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Yes</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">4.08&#x202F;&#x00B1;&#x202F;0.85</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;No</td>
<td align="center" valign="top">105</td>
<td align="center" valign="top">4.12&#x202F;&#x00B1;&#x202F;0.68</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Monthly income</td>
<td/>
<td/>
<td align="center" valign="top">1.828</td>
<td align="center" valign="top">0.143</td>
</tr>
<tr>
<td align="left" valign="top">&#x2002;&#x2264;2,000 CNY</td>
<td align="center" valign="top">57</td>
<td align="center" valign="top">4.26&#x202F;&#x00B1;&#x202F;0.62</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;2,000&#x2013;4,000 CNY</td>
<td align="center" valign="top">51</td>
<td align="center" valign="top">3.99&#x202F;&#x00B1;&#x202F;0.78</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;4,000&#x2013;6,000 CNY</td>
<td align="center" valign="top">55</td>
<td align="center" valign="top">3.97&#x202F;&#x00B1;&#x202F;0.77</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;&#x003E;6,000 CNY</td>
<td align="center" valign="top">51</td>
<td align="center" valign="top">4.16&#x202F;&#x00B1;&#x202F;0.88</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Health status of the caregivers</td>
<td/>
<td/>
<td align="center" valign="top">0.914</td>
<td align="center" valign="top">0.403</td>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Good</td>
<td align="center" valign="top">140</td>
<td align="center" valign="top">4.06&#x202F;&#x00B1;&#x202F;0.81</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Moderate</td>
<td align="center" valign="top">66</td>
<td align="center" valign="top">4.13&#x202F;&#x00B1;&#x202F;0.70</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Poor</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">4.42&#x202F;&#x00B1;&#x202F;0.41</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Chronic diseases</td>
<td/>
<td/>
<td align="center" valign="top">&#x2212;0.141</td>
<td align="center" valign="top">0.888</td>
</tr>
<tr>
<td align="left" valign="top">&#x2002;Yes</td>
<td align="center" valign="top">42</td>
<td align="center" valign="top">4.08&#x202F;&#x00B1;&#x202F;0.84</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2002;No</td>
<td align="center" valign="top">172</td>
<td align="center" valign="top">4.10&#x202F;&#x00B1;&#x202F;0.75</td>
<td/>
<td/>
</tr>
</tbody>
</table>
</table-wrap>
<p>The multiple stepwise regression analysis results are shown in <xref ref-type="table" rid="tab6">Table 6</xref>. Compared with caregivers aged &#x003C;30&#x202F;years, those aged 40&#x2013;50&#x202F;years (<italic>B</italic>&#x202F;=&#x202F;0.51, 95% CI: 0.25&#x202F;~&#x202F;0.76, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) and 50&#x202F;years or more (<italic>B</italic>&#x202F;=&#x202F;0.43, 95% CI: 0.14&#x202F;~&#x202F;0.73, <italic>p</italic>&#x202F;=&#x202F;0.004) had significantly higher training needs. Relative to full-time workers, unemployed (<italic>B</italic>&#x202F;=&#x202F;0.71, 95% CI: 0.46&#x202F;~&#x202F;0.95, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) and retired caregivers (<italic>B</italic>&#x202F;=&#x202F;0.46, 95% CI: 0.10&#x202F;~&#x202F;0.82, <italic>p</italic>&#x202F;=&#x202F;0.01) reported higher needs. Higher education was linked to lower needs, with college and bachelor&#x2019;s degree or above scoring lower than primary education (<italic>B</italic>&#x202F;=&#x202F;&#x2013;0.42, 95% CI:&#x2013;0.75&#x202F;~&#x202F;&#x2212;0.09, <italic>p</italic>&#x202F;=&#x202F;0.012). Compared with sons- or daughters-in-law and daughters or sons-in-law, other relatives (<italic>B</italic>&#x202F;=&#x202F;&#x2013;0.41, 95%CI: &#x2212;0.65&#x202F;~&#x202F;&#x2212;0.17, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) and non-relatives (<italic>B</italic>&#x202F;=&#x202F;&#x2013;0.57, 95%CI: &#x2212;0.88&#x202F;~&#x202F;&#x2212;0.25, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) had significantly lower scores.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption><p>Multiple stepwise regression analysis results with demand score as the dependent variable.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Unstandardized coefficients</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top"><italic>t</italic>-value</th>
<th align="center" valign="top"><italic>P</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Aged less than 30</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Aged 30&#x2013;40&#x202F;years</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">&#x2212;0.29 to 0.34</td>
<td align="center" valign="top">0.14</td>
<td align="center" valign="top">0.89</td>
</tr>
<tr>
<td align="left" valign="top">Aged 40&#x2013;50&#x202F;years</td>
<td align="center" valign="top">0.51</td>
<td align="center" valign="top">0.25&#x2013;0.76</td>
<td align="center" valign="top">3.97</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Aged 50 or more</td>
<td align="center" valign="top">0.43</td>
<td align="center" valign="top">0.14&#x2013;0.73</td>
<td align="center" valign="top">2.90</td>
<td align="center" valign="top">0.004</td>
</tr>
<tr>
<td align="left" valign="top">Full-time occupation</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Part-time occupation</td>
<td align="center" valign="top">0.18</td>
<td align="center" valign="top">&#x2212;0.09 to 0.45</td>
<td align="center" valign="top">1.33</td>
<td align="center" valign="top">0.18</td>
</tr>
<tr>
<td align="left" valign="top">No job</td>
<td align="center" valign="top">0.71</td>
<td align="center" valign="top">0.46&#x2013;0.95</td>
<td align="center" valign="top">5.72</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Retired</td>
<td align="center" valign="top">0.46</td>
<td align="center" valign="top">0.10&#x2013;0.82</td>
<td align="center" valign="top">2.50</td>
<td align="center" valign="top">0.01</td>
</tr>
<tr>
<td align="left" valign="top">Farmer</td>
<td align="center" valign="top">0.20</td>
<td align="center" valign="top">&#x2212;0.16 to 0.56</td>
<td align="center" valign="top">1.08</td>
<td align="center" valign="top">0.28</td>
</tr>
<tr>
<td align="left" valign="top">Preliminary school</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Middle school, high school</td>
<td align="center" valign="top">&#x2212;0.31</td>
<td align="center" valign="top">&#x2212;0.63&#x2013;0.02</td>
<td align="center" valign="top">&#x2212;1.88</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">College, bachelor&#x2019;s degree or more</td>
<td align="center" valign="top">&#x2212;0.42</td>
<td align="center" valign="top">&#x2212;0.75 to &#x2212;0.09</td>
<td align="center" valign="top">&#x2212;2.54</td>
<td align="center" valign="top">0.012</td>
</tr>
<tr>
<td align="left" valign="top">Sons or daughters-in-law, daughters or sons-in-law</td>
<td align="center" valign="top">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Spouse</td>
<td align="center" valign="top">&#x2212;0.04</td>
<td align="center" valign="top">&#x2212;0.44 to 0.36</td>
<td align="center" valign="top">&#x2212;0.21</td>
<td align="center" valign="top">0.83</td>
</tr>
<tr>
<td align="left" valign="top">Social relationship (e.g., friends or neighbors)</td>
<td align="center" valign="top">&#x2212;0.41</td>
<td align="center" valign="top">&#x2212;0.65 to &#x2212;0.17</td>
<td align="center" valign="top">&#x2212;3.36</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Other relations</td>
<td align="center" valign="top">&#x2212;0.57</td>
<td align="center" valign="top">&#x2212;0.88 to &#x2212;0.251</td>
<td align="center" valign="top">&#x2212;3.54</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec12">
<title>Discussion</title>
<p>Caring the older adults presents a significant challenge for families, particularly in China, where population aging is accelerating. In some developed countries, family caregiving has been incorporated into the long-term care insurance system (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref12">12</xref>), however, in most of Asian countries, adult children are expected to assume primary responsibility for supporting and caring for their aging parents, due to cultural norms of filial piety and legislative requirements (<xref ref-type="bibr" rid="ref13">13</xref>). This reliance on informal caregiving has led to considerable burdens for family members. Thus, attention should be paid to these individuals in order to alleviate their stress and improve the quality of life (QoL) for both caregivers and care recipients. This study was designed to investigate the current landscape of informal caregiving in Jiangmen City and to identify the factors associated with caregiving needs, based on findings from a cross-sectional survey.</p>
<p>Informal caregiving has been associated with reduced quality of life, poorer overall well-being, increased risk of severe depression, and substantial financial strain (<xref ref-type="bibr" rid="ref14">14</xref>). Despite these challenges, most informal caregivers have limited access to professional training and receive no financial compensation for their efforts (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). In the present study, 47.2% of informal caregivers have provided care for more than 6 months, and 56.1% offered care for more than 2 h per day, and 18.2% reported caregiving durations exceeding 6 h daily. Additionally, over half of the respondents were not engaged in full-time employment while providing care, reflecting the significant time commitment and economic burden associated with informal caregiving. These results were consistent with the previous studies (<xref ref-type="bibr" rid="ref14">14</xref>). Notably, 78.5% of informal caregivers had not received any form of professional training, and over 90% expressed a need for such training. These results implied the urgent and unmet demand for structured training programs to support informal caregivers in delivering safe and effective care. In our survey, some caregivers had received only basic life-support training, with a lack of professional guidance. Informal caregivers primarily acquired caregiving knowledge through informal channels, such as advice from friends or relatives with caregiving experience, online resources and television programs (<xref ref-type="bibr" rid="ref17">17</xref>). Very few participants had access to structured training delivered by formal institutions or professional caregivers. Consistent with the previous studies (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>), our data showed that the caregiving responsibilities were predominantly undertaken by middle-aged, unemployed women. These findings underscore the critical need for accessible, standardized, and professionally led training programs to better equip informal caregivers in China.</p>
<p>Our study showed a substantial demand for caregiving training among informal caregivers, with an overall score of 4.17&#x202F;&#x00B1;&#x202F;0.88. Among the four dimensions, knowledge related to older adults care received the highest score, encompassing psychological and physiological guidance, information on common chronic diseases, and dietary and nutritional advice. This elevated need may reflect the high prevalence of chronic conditions among older adults (<xref ref-type="bibr" rid="ref20">20</xref>), for which caregivers require more specialized knowledge, including medication management and disease-specific dietary recommendations. The score for rehabilitation caring was the lowest among these items. This may be attributed to the perception that rehabilitation should be conducted by trained professionals, such as physicians or institutional nurses, rather than informal caregivers. Among the 18 items assessed across the four dimensions, the top three priorities identified were: guidance on managing common chronic diseases in older adults (e.g., hypertension, DM, and COPD); first aid procedures (e.g., for falling, choking, injury and fracture); and diet and nutrition guidance. These findings are in line with previous studies, which have consistently shown that informal caregivers express the most urgent need for knowledge regarding chronic disease management (<xref ref-type="bibr" rid="ref21">21</xref>), first aid (<xref ref-type="bibr" rid="ref22">22</xref>), and older adults nutrition (<xref ref-type="bibr" rid="ref23">23</xref>).</p>
<p>Caregivers of different age groups showed different needs for the informal caregiving training (<xref ref-type="bibr" rid="ref19">19</xref>). Our findings indicate that older caregivers, particularly those aged 40&#x2013;50&#x202F;years and above, reported higher training needs, which may reflect their more intensive caregiving roles, longer daily care hours, and potentially lower adaptability to new caregiving knowledge acquisition channels compared with younger caregivers. In contrast, younger caregivers may rely more on self-learning via digital resources, reducing their perceived need for formal training. This may be attributed to their younger age and generally higher educational attainment, which enables them to access caregiving knowledge independently through the internet, books, and other self-directed channels (<xref ref-type="bibr" rid="ref24">24</xref>). Education level was also a key determinant, with lower educational attainment linked to higher demand for training. This aligns with the notion that caregivers with limited educational backgrounds may face greater challenges in understanding disease management, medication use, and rehabilitation techniques without structured guidance. This finding aligns with previous studies showing that lower educational attainment is associated with a higher perceived caregiving burden (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>). These findings suggest the importance of adopting stratified and tailored training strategies. For older caregivers with lower levels of education, easily accessible formats such as popular science videos, animated content, and other visually engaging materials may facilitate understanding and knowledge retention. In contrast, for more educated caregivers, expert-led seminars or in-depth lectures on geriatric conditions may offer a more appropriate and effective training modality.</p>
<p>Significant differences were reported in the training needs of informal caregivers with different working conditions (<xref ref-type="bibr" rid="ref27">27</xref>). Employment status further influenced training demand: unemployed and retired caregivers expressed stronger needs in this study, likely due to their greater availability for caregiving and reliance on it as a primary daily activity. Balancing employment responsibilities with caregiving duties can constrain their involvement in direct care, thereby reducing their perceived need for formal training (<xref ref-type="bibr" rid="ref28">28</xref>). This finding was consistent with the study by Rachiel, which showed that full-time employment was associated with reduced hours spent on informal caregiving as early as the 1980s (<xref ref-type="bibr" rid="ref29">29</xref>). Therefore, for informal caregivers with full-time employment, training program should offer greater flexibility in terms of timing, delivery methods, and formats. This approach would enable them to access essential caregiving knowledge efficiently, without imposing additional time and energy burdens, thereby improving the quality of care they provide. In our study, significant differences were observed in the training needs and dimensions among informal caregivers with varying relationships to the older adults. Among them, compared with sons or daughters-in-law, and daughters or sons-in-law, those shared a social relationship or other relations with the older adults reported significantly lower training needs. This may reflect the closer familial or blood ties between these caregivers and the care recipients, which could foster a stronger intrinsic motivation to enhance their caregiving skills and provide higher-quality care.</p>
<p>There are inevitably some limitations in this study. First, this is a retrospective study, which could not eliminate the possibility of selection bias. Second, the sample size is not large, and in the future, we will carry out a study with a large sample size. Third, the study did not capture detailed information regarding the specific training content desired by respondents, nor did it account for the potential use of alternative or supplementary caregiving arrangements. Forth, training dimensions were not grouped as logically and systematically as might be ideal, which may affect the clarity and readability of the framework. Last, the generalizability of these findings may be limited due to the unique social, cultural, and economic characteristics of Jiangmen. Differences in caregiving practices, family structures, and available resources across regions could influence the applicability of the results to other settings. Due to many direct relatives living abroad, most caregivers were other relatives or friends, potentially affecting generalizability. Therefore, caution should be exercised when extrapolating these findings beyond Jiangmen, as training needs and caregiving dynamics may vary in different contexts.</p>
<p>In summary, there is a great need for informal caregiver training in Jiangmen city, Guangdong, China. More than half of the informal caregivers had not received formal training in older adults care and demonstrated a strong demand for such training. Multi-stepwise regression analysis indicated that training needs were significantly associated with caregivers&#x2019; age, education level, employment status, and relationship to the care recipient.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec13">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="sec20">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec14">
<title>Ethics statement</title>
<p>The ethic approval was waived by institutional review board of the Guandong Jiangmen Chinese Medicine College. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec15">
<title>Author contributions</title>
<p>YZ: Formal analysis, Writing &#x2013; original draft. HZ: Data curation, Writing &#x2013; review &#x0026; editing. SHe: Data curation, Writing &#x2013; review &#x0026; editing. SHu: Data curation, Writing &#x2013; review &#x0026; editing. XZ: Data curation, Writing &#x2013; review &#x0026; editing. FF: Data curation, Writing &#x2013; review &#x0026; editing. GZ: Methodology, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec16">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by Guangdong Province Youth Innovation Talent Program for Ordinary Universities (No. 2023WQNCX235) and 2024 Annual Science and Technology Project in the Healthcare Field of Jiangmen City (No. 2024YL05010).</p>
</sec>
<sec sec-type="COI-statement" id="sec17">
<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>
<sec sec-type="ai-statement" id="sec18">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec19">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec20">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpubh.2025.1620957/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2025.1620957/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr"><p>COPD, hypertension and chronic obstructive pulmonary disease; DM, diabetes mellitus; QoL, quality of life.</p></fn>
</fn-group>
<fn-group>
<fn id="fn0001"><p><sup>1</sup><ext-link xlink:href="https://www.wjx.cn/" ext-link-type="uri">https://www.wjx.cn/</ext-link></p></fn>
</fn-group>
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