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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.2023.1096825</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>Job security among healthcare workers in Guangdong, China</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>He</surname> <given-names>Qingxia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2011816/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Martins</surname> <given-names>Lu&#x000ED;s M. Dias</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Shibin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1026717/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhan</surname> <given-names>Qishan</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2180970/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yu</surname> <given-names>Xiao</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ba</surname> <given-names>Zhiqiong</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Wangjiu</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Huang</surname> <given-names>Huigen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2104760/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Center of Guangdong Mental Health, Guangdong Provincial People&#x00027;s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>BRU-Business Research Unit ISCTE-IUL (Institute University of Lisbon)</institution>, <addr-line>Lisbon</addr-line>, <country>Portugal</country></aff>
<aff id="aff3"><sup>3</sup><institution>Nursing Department, Guangdong Provincial People&#x00027;s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Nursing Department, Guangzhou Kangda Vocational Technical College</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Nilgun Ulutasdemir, Gumushane University, T&#x000FC;rkiye</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Mei Zhao, University of North Florida, United States; Katalin Papp, University of Debrecen, Hungary</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Huigen Huang <email>13822221628&#x00040;163.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Occupational Health and Safety, a section of the journal Frontiers in Public Health</p></fn></author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1096825</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 He, Martins, Wang, Zhan, Yu, Ba, Li and Huang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>He, Martins, Wang, Zhan, Yu, Ba, Li and Huang</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>
<title>Objective</title>
<p>The objective of this study was to explore the sense of job security and its influencing factors among healthcare workers in Guangdong, China.</p>
</sec>
<sec>
<title>Methods</title>
<p>This cross-sectional study used stratified random sampling to enroll healthcare workers employed by hospitals across Guangdong province between September 2020 and October 2020.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 4,173 questionnaires were distributed, and 4,076 were returned for an effective recovery rate of 97.68%. The overall score for the sense of security was 64.85 &#x000B1; 20.09, and the item means score was 2.95 &#x000B1; 0.91. Multiple-linear regression analysis showed that work experience (years), education level, job position, specialty unit, employment type, marital status, job satisfaction, WPV frequency, daily sleep duration, weekly overtime hours, average monthly earnings (RMB), hospital level, and region were significantly associated with senses of poor security among healthcare workers (all <italic>P</italic> &#x0003C; 0.05).</p>
</sec>
<sec>
<title>Conclusions</title>
<p>Hospital workers in Guangdong reported relatively low levels of job security. Levels of job security were significantly associated with multiple factors which could be addressed by hospital practices to improve the sense of job security among healthcare workers.</p>
</sec></abstract>
<kwd-group>
<kwd>healthcare workers</kwd>
<kwd>job security</kwd>
<kwd>current situation</kwd>
<kwd>influencing factors</kwd>
<kwd>a cross-sectional study</kwd>
</kwd-group>
<contract-sponsor id="cn001">Basic and Applied Basic Research Foundation of Guangdong Province<named-content content-type="fundref-id">10.13039/501100021171</named-content></contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="40"/>
<page-count count="9"/>
<word-count count="5536"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1. Introduction</title>
<p>Safety is the most basic physiological need of human beings (<xref ref-type="bibr" rid="B1">1</xref>), and lack of job security not only affects job satisfaction, but also leads to the lack of job safety and quality (<xref ref-type="bibr" rid="B2">2</xref>). Poor doctor-patient relationships are a significant concern for healthcare workers in China (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). Approximately two-thirds of physicians have reported disputes or doctor-patient conflicts which threatened their physical safety (<xref ref-type="bibr" rid="B5">5</xref>). A recent article published in the Lancet examining the safety of healthcare workers in China concluded that medical workers in China have a very low sense of security (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>The recent coronavirus pandemic only made safety concerns among hospital workers in China more apparent (<xref ref-type="bibr" rid="B7">7</xref>). A Chinese report on workplace violence in hospitals showed that 100% of nurses expressed lack of job security (<xref ref-type="bibr" rid="B8">8</xref>). An American study reports that 34.4% of medical workers experienced physical violence within 12 months, and 13.5% suffered physical attacks (<xref ref-type="bibr" rid="B9">9</xref>). Among those who suffered verbal or physical violence, 9.4% did not want to continue working in the medical industry.</p>
<p>As the above data indicate, job security is an important factor which influences the retention of nurses (<xref ref-type="bibr" rid="B10">10</xref>). Yan et al. (<xref ref-type="bibr" rid="B11">11</xref>) found that there is a relationship between job insecurity, quality of life and turnover intention whereby reduced job insecurity was associated with a lower quality of life and higher turnover intention. A cross-sectional survey which included 403 medical staff members as research objects found that job insecurity was an important predictor of job burnout (<xref ref-type="bibr" rid="B12">12</xref>). Similarly, a Chinese study that included 453 nurses found that occupational stress was inversely correlated with psychological security (<xref ref-type="bibr" rid="B13">13</xref>). Moreover, over two-thirds of doctors in China report symptoms of burnout in a recent systematic review (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Workplace Violence (WPV) is defined by the International Labor Organization (ILO) as the assault of threat of assault to a staff member in a work-related environment that threatens their safety, wellbeing or health (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). The domestic incidence rate of WPV among medical workers in China is 61.9% (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). Further, 68.6% of the healthcare workers in pediatrics in China have experienced WPV at least once over the course of a year (<xref ref-type="bibr" rid="B19">19</xref>). Related studies have shown that WPV harms individual mental health and job performance (<xref ref-type="bibr" rid="B20">20</xref>) and that anxiety among healthcare workers increased significantly after experiencing WPV (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>Pienaar&#x00027;s Job Insecurity Scale (JIS-8) is commonly used abroad, and includes two dimensions: emotional job insecurity and cognitive job insecurity (<xref ref-type="bibr" rid="B23">23</xref>). However, the reliability and validity of Pienaar&#x00027;s job insecurity scale (JIS-8) has not been verified among workers in China or among healthcare workers. Cong et al. (<xref ref-type="bibr" rid="B24">24</xref>) compiled a job security scale for workers in China that includes the dimensions of sense of control and interpersonal security. However, this scale does not take into consideration the professional characteristics of medical staff.</p>
<p>In order to better study job security among healthcare workers in China, a scale was adopted in this study, which was compiled through qualitative and quantitative research on the experience of safety by medical staff (<xref ref-type="bibr" rid="B25">25</xref>). This scale better reflects the professional characteristics of the medical staff as compared to currently available surveys. Using this scale, this study examined perceptions of job security among healthcare workers in hospitals of Guangdong province and used these data to identify factors which may influence job security in this population.</p>
</sec>
<sec id="s2">
<title>2. Methods</title>
<sec>
<title>2.1. Study design and populations</title>
<p>This cross-sectional study used stratified random sampling to enroll healthcare workers from hospitals in Guangdong Province between September 2020 and October 2020. This study was conducted stratified random sampling on three groups of hospitals, primary, secondary and tertiary, as classified by the Chinese government. The June 2018 list of general hospitals published by the Commission of Health and Family Planning was used to obtain the names and contact information for 204 primary, 224 secondary, and 76 tertiary hospitals in Guangdong. Hospitals from each of the four regions were included and the sampling ratio of primary hospitals: secondary hospitals: tertiary hospitals was determined to be about 2:1:1. According to health statistics published by the Guangdong Health Commission in 2019, there were 292,128 licensed physicians, 356,784 registered nurses, 43,374 pharmacists and 37,175 technicians working in hospitals in Guangdong in 2019. The sampling ratio of doctors: nurses: pharmacists: technicians, was about 4:8:1:1.</p>
<p>The inclusion criteria were as follows: (1) Age over 18 years; (2) Medical personnel working in clinical posts (doctors, nurses, pharmacists and technicians); (3) Without cognitive dysfunction; (4) Voluntary participation in the survey. Interns, trainees, and employees studying abroad or who were otherwise absent during the study period were excluded. This study was approved by the Guangdong Provincial People&#x00027;s Hospital Ethic Committee (2019236H).</p>
</sec>
<sec>
<title>2.2. Instruments and procedure</title>
<p>Staff were administered a questionnaire that included items on gender, age (years), work experience (years), education level, job position, specialty unit, professional title, employment type, marital status, job satisfaction, WPV frequency, daily sleep duration, weekly overtime hour, average monthly earnings (RMB), hospital level and region within the province.</p>
<p>The sense of job security scale (<xref ref-type="bibr" rid="B25">25</xref>) included 22 items across five dimensions: patients, self, organizational management, social support and environment. A Likert 5-level scoring method was used, and each item was given a score on a discrete scale from 1 to 5. A score of 1 was given if the participant very strongly agreed with that item and a score of 5 was given if the participant very strongly disagreed with that item. The total score ranged from 22 to 110, with score &#x02265; 44 indicating a high level of job security, while score &#x0003C; 44 indicating a low level of job security. The total Cronbach&#x00027;s alpha coefficient was 0.939, the split-half reliability was 0.96, and the test-retest reliability was 0.967, indicating good internal consistency.</p>
<p>The questionnaire service (<ext-link ext-link-type="uri" xlink:href="https://www.wenjuan.com">https://www.wenjuan.com</ext-link>) was used to administer each survey. Before beginning the survey, each participant was introduced to the software interface and the purpose of this survey and gave written informed consent. In order to avoid repeat submissions, a single account, device and IP address can only be used once to take the questionnaire. The questionnaire service was used to export the data, and the data was manually screened and reviewed by two independent evaluators.</p>
</sec>
<sec>
<title>2.3. Statistical analysis</title>
<p>According to Kendall&#x00027;s empirical estimation method, the sample size N should be 5&#x02013;10 times of the number of independent variables (<xref ref-type="bibr" rid="B26">26</xref>). The number of independent variables in the subject was 22, indicating that the maximum required sample size according to this method is 220. Reasonably, up to 20% of the questionnaires could be invalid, so a sample size of at least 275 was used.</p>
<p>SPSS version 23.0 (IBM, Armonk, NY, USA) was used for statistical analysis. Continuous variables were described as mean &#x000B1; SD or median values with interquartile range depending on normality of the variables. Categorical variables were presented as percentages. Comparisons for continuous data were performed using Student t-test or Mann-Whitney U test. Categorical variables were compared using the chi-square test or Fisher exact test. A Multiple linear regression model was used to analyze the factors influencing healthcare workers security. All analyses were two-sided, and <italic>P</italic>-values &#x0003C; 0.05 were considered statistically significant.</p>
</sec>
</sec>
<sec id="s3">
<title>3. Results</title>
<p>A total of 29 hospitals participated in this study, including 14 tertiary hospitals, 8 secondary hospitals, and 7 primary hospitals. A total of 4,173 questionnaires were distributed, among which 97 were invalid and excluded (55 working for &#x0003C; 1 year, 35 administrative and logistics staff, and 7 refused to participate), and 4,076 were finally recovered for an effective recovery rate of 97.68%. Among the 4,076 doctors, nurses, pharmacists and technicians that completed the survey, 231 (5.7%) worked in primary hospitals, 1,462 (35.9%) in secondary hospitals and 2,383 (58.5%) in tertiary hospitals (<xref ref-type="table" rid="T1">Table 1</xref>). A total of 2,426 (59.5%) staff worked in the Pearl River Delta, 377 (9.2%) in eastern Guangdong, 703 (17.2%) in western Guangdong and 570 (14.0%) in northern Guangdong. There were 1,484 males (36.4%) and 2,592 females (63.6%), with a mean age of 32.46 &#x000B1; 9.06 years old. The average duration of employment was 10.75 &#x000B1; 8.4 years. There were 2,238 (54.9%) nurses, 1,019 (25.0%) doctors, 438 (10.7%) pharmacists, and 381 (9.3%) technicians.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>General information on medical personnel (<italic>n</italic> = 4076).</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th valign="top" align="left"><bold>Item</bold></th>
<th/>
<th valign="top" align="left"><bold>Subjects (<italic>n</italic>, %)</bold></th>
<th valign="top" align="left"><bold>Scores (mean &#x000B1;SD)</bold></th>
<th valign="top" align="left"><bold><italic>P</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="2">Gender</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="left">1,484 (36.4)</td>
<td valign="top" align="left">63.99 &#x000B1; 19.89</td>
<td valign="top" align="left" rowspan="2">0.039</td>
</tr>
 <tr>
<td valign="top" align="left">Female</td>
<td valign="top" align="left">2,592 (63.6)</td>
<td valign="top" align="left">65.34 &#x000B1; 20.19</td>
</tr> <tr>
<td valign="top" align="left" rowspan="4">Age (years)</td>
<td valign="top" align="left"> &#x02264; 25</td>
<td valign="top" align="left">984 (24.1)</td>
<td valign="top" align="left">64.48 &#x000B1; 20.62</td>
<td valign="top" align="left" rowspan="4">0.180</td>
</tr>
 <tr>
<td valign="top" align="left">26-</td>
<td valign="top" align="left">1,831 (44.9)</td>
<td valign="top" align="left">64.61 &#x000B1; 20.08</td>
</tr>
 <tr>
<td valign="top" align="left">36-</td>
<td valign="top" align="left">871 (21.4)</td>
<td valign="top" align="left">64.84 &#x000B1; 19.92</td>
</tr>
 <tr>
<td valign="top" align="left">&#x02265;46</td>
<td valign="top" align="left">390 (9.6)</td>
<td valign="top" align="left">66.96 &#x000B1; 19.07</td>
</tr> <tr>
<td valign="top" align="left" rowspan="4">Work experience (years)</td>
<td valign="top" align="left"> &#x02264; 5</td>
<td valign="top" align="left">1,376 (33.8)</td>
<td valign="top" align="left">64.58 &#x000B1; 20.05</td>
<td valign="top" align="left" rowspan="4">0.004</td>
</tr>
 <tr>
<td valign="top" align="left">6-</td>
<td valign="top" align="left">1,172 (28.8)</td>
<td valign="top" align="left">64.21 &#x000B1; 19.92</td>
</tr>
 <tr>
<td valign="top" align="left">11-</td>
<td valign="top" align="left">882 (21.6)</td>
<td valign="top" align="left">64.21 &#x000B1; 20.71</td>
</tr>
<tr>
<td valign="top" align="left">&#x02265;21</td>
<td valign="top" align="left">646 (15.8)</td>
<td valign="top" align="left">67.48 &#x000B1; 19.45</td>
</tr> <tr>
<td valign="top" align="left" rowspan="3">Education level</td>
<td valign="top" align="left">Junior college or below</td>
<td valign="top" align="left">1781 (43.7)</td>
<td valign="top" align="left">63.86 &#x000B1; 20.34</td>
<td valign="top" align="left" rowspan="3">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">Bachelor&#x00027;s degree</td>
<td valign="top" align="left">1,363 (33.4)</td>
<td valign="top" align="left">64.65 &#x000B1; 19.57</td>
</tr>
 <tr>
<td valign="top" align="left">Master&#x00027;s degree or above</td>
<td valign="top" align="left">943 (22.9)</td>
<td valign="top" align="left">67.04 &#x000B1; 20.21</td>
</tr> <tr>
<td valign="top" align="left" rowspan="4">Job position</td>
<td valign="top" align="left">Doctor</td>
<td valign="top" align="left">1,019 (25.0)</td>
<td valign="top" align="left">64.87 &#x000B1; 19.45</td>
<td valign="top" align="left" rowspan="4">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">Nurse</td>
<td valign="top" align="left">2,238 (54.9)</td>
<td valign="top" align="left">62.83 &#x000B1; 21.18</td>
</tr>
 <tr>
<td valign="top" align="left">Pharmacist</td>
<td valign="top" align="left">438 (10.7)</td>
<td valign="top" align="left">70.45 &#x000B1; 16.28</td>
</tr>
 <tr>
<td valign="top" align="left">Technologist</td>
<td valign="top" align="left">381 (9.3)</td>
<td valign="top" align="left">70.23 &#x000B1; 16.68</td>
</tr> <tr>
<td valign="top" align="left" rowspan="8">Specialty unit</td>
<td valign="top" align="left">Intensive Care Unit</td>
<td valign="top" align="left">228 (5.6)</td>
<td valign="top" align="left">61.22 &#x000B1; 18.15</td>
<td valign="top" align="left" rowspan="8">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">Medical</td>
<td valign="top" align="left">1,087 (26.7)</td>
<td valign="top" align="left">63.52 &#x000B1; 20.61</td>
</tr>
 <tr>
<td valign="top" align="left">Surgical</td>
<td valign="top" align="left">698 (17.1)</td>
<td valign="top" align="left">63.53 &#x000B1; 20.91</td>
</tr>
 <tr>
<td valign="top" align="left">Maternity</td>
<td valign="top" align="left">221 (5.4)</td>
<td valign="top" align="left">61.16 &#x000B1; 19.98</td>
</tr>
 <tr>
<td valign="top" align="left">Pediatric</td>
<td valign="top" align="left">136 (3.3)</td>
<td valign="top" align="left">61.15 &#x000B1; 18.58</td>
</tr>
 <tr>
<td valign="top" align="left">Outpatient/emergency department</td>
<td valign="top" align="left">448 (11.0)</td>
<td valign="top" align="left">65.13 &#x000B1; 21.95</td>
</tr>
 <tr>
<td valign="top" align="left">Assistant department</td>
<td valign="top" align="left">1,098 (26.9)</td>
<td valign="top" align="left">69.14 &#x000B1; 17.71</td>
</tr>
 <tr>
<td valign="top" align="left">Other</td>
<td valign="top" align="left">160 (3.9)</td>
<td valign="top" align="left">62.89 &#x000B1; 22.15</td>
</tr> <tr>
<td valign="top" align="left" rowspan="3">Professional title</td>
<td valign="top" align="left">Primary</td>
<td valign="top" align="left">2,465 (60.5)</td>
<td valign="top" align="left">64.46 &#x000B1; 19.82</td>
<td valign="top" align="left" rowspan="3">0.060</td>
</tr>
 <tr>
<td valign="top" align="left">Middle</td>
<td valign="top" align="left">1,214 (29.8)</td>
<td valign="top" align="left">64.94 &#x000B1; 20.83</td>
</tr>
 <tr>
<td valign="top" align="left">Advanced</td>
<td valign="top" align="left">397 (9.7)</td>
<td valign="top" align="left">67.03 &#x000B1; 19.37</td>
</tr> <tr>
<td valign="top" align="left" rowspan="3">Employment type</td>
<td valign="top" align="left">Contract employee</td>
<td valign="top" align="left">2,369 (58.1)</td>
<td valign="top" align="left">62.81 &#x000B1; 19.94</td>
<td valign="top" align="left" rowspan="3">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">Permanent employee</td>
<td valign="top" align="left">1,632 (40.0)</td>
<td valign="top" align="left">67.81 &#x000B1; 19.83</td>
</tr>
 <tr>
<td valign="top" align="left">Personnel agency employee</td>
<td valign="top" align="left">75 (1.8)</td>
<td valign="top" align="left">64.95 &#x000B1; 22.60</td>
</tr> <tr>
<td valign="top" align="left" rowspan="3">Marital status</td>
<td valign="top" align="left">Married</td>
<td valign="top" align="left">2,655 (65.1)</td>
<td valign="top" align="left">67.63 &#x000B1; 18.40</td>
<td valign="top" align="left" rowspan="3">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">Single</td>
<td valign="top" align="left">1,339 (32.9)</td>
<td valign="top" align="left">59.78 &#x000B1; 21.67</td>
</tr>
 <tr>
<td valign="top" align="left">Divorced/separated</td>
<td valign="top" align="left">82 (2.0)</td>
<td valign="top" align="left">57.74 &#x000B1; 27.04</td>
</tr> <tr>
<td valign="top" align="left" rowspan="2">Job satisfaction</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">1,198 (29.4)</td>
<td valign="top" align="left">73.35 &#x000B1; 20.97</td>
<td valign="top" align="left" rowspan="2">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">2,878 (70.6)</td>
<td valign="top" align="left">61.31 &#x000B1; 18.60</td>
</tr> <tr>
<td valign="top" align="left" rowspan="4">WPV frequency</td>
<td valign="top" align="left">No</td>
<td valign="top" align="left">1,865 (45.8)</td>
<td valign="top" align="left">69.62 &#x000B1; 21.20</td>
<td valign="top" align="left" rowspan="4">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left"> &#x02264; 3 times</td>
<td valign="top" align="left">1,710 (42.0)</td>
<td valign="top" align="left">61.45 &#x000B1; 18.52</td>
</tr>
 <tr>
<td valign="top" align="left">3 times &#x0003C; F &#x02264; 6 times</td>
<td valign="top" align="left">256 (6.3)</td>
<td valign="top" align="left">58.93 &#x000B1; 17.08</td>
</tr>
 <tr>
<td valign="top" align="left">&#x0003E;6 times</td>
<td valign="top" align="left">245 (6.0)</td>
<td valign="top" align="left">58.55 &#x000B1; 16.40</td>
</tr> <tr>
<td valign="top" align="left" rowspan="2">Daily sleep duration</td>
<td valign="top" align="left"> &#x02264; 6 h</td>
<td valign="top" align="left">963 (23.6)</td>
<td valign="top" align="left">58.50 &#x000B1; 18.61</td>
<td valign="top" align="left" rowspan="2">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">6 h &#x0003C; T &#x02264; 7 h</td>
<td valign="top" align="left">2,205 (54.1)</td>
<td valign="top" align="left">65.02 &#x000B1; 19.12</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2"></td>
<td valign="top" align="left">7 h &#x0003C; T &#x02264; 8 h</td>
<td valign="top" align="left">745 (18.3)</td>
<td valign="top" align="left">70.82 &#x000B1; 21.01</td>
<td valign="top" align="left" rowspan="2"></td>
</tr>
 <tr>
<td valign="top" align="left">&#x0003E;8 h</td>
<td valign="top" align="left">163 (4.0)</td>
<td valign="top" align="left">72.77 &#x000B1; 25.06</td>
</tr> <tr>
<td valign="top" align="left" rowspan="4">Weekly overtime hours</td>
<td valign="top" align="left"> &#x02264; 5 h</td>
<td valign="top" align="left">2,175 (53.4)</td>
<td valign="top" align="left">67.25 &#x000B1; 20.64</td>
<td valign="top" align="left" rowspan="4">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">5 h &#x0003C; T &#x02264; 10 h</td>
<td valign="top" align="left">1,332 (32.7)</td>
<td valign="top" align="left">63.38 &#x000B1; 18.89</td>
</tr>
 <tr>
<td valign="top" align="left">10 h &#x0003C; T &#x02264; 15 h</td>
<td valign="top" align="left">317 (7.8)</td>
<td valign="top" align="left">60.80 &#x000B1; 19.42</td>
</tr>
 <tr>
<td valign="top" align="left">T&#x0003E;15 h</td>
<td valign="top" align="left">252 (6.2)</td>
<td valign="top" align="left">57.03 &#x000B1; 18.78</td>
</tr> <tr>
<td valign="top" align="left" rowspan="4">Average monthly earnings (RMB)</td>
<td valign="top" align="left"> &#x02264; 5000</td>
<td valign="top" align="left">1,182 (29.0)</td>
<td valign="top" align="left">62.79 &#x000B1; 21.45</td>
<td valign="top" align="left" rowspan="4">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">5001-</td>
<td valign="top" align="left">1,927 (47.3)</td>
<td valign="top" align="left">65.01 &#x000B1; 19.80</td>
</tr>
 <tr>
<td valign="top" align="left">10001-</td>
<td valign="top" align="left">847 (20.8)</td>
<td valign="top" align="left">66.40 &#x000B1; 18.82</td>
</tr>
 <tr>
<td valign="top" align="left">&#x02265;20001</td>
<td valign="top" align="left">120 (2.9)</td>
<td valign="top" align="left">71.80 &#x000B1; 16.73</td>
</tr> <tr>
<td valign="top" align="left" rowspan="3">Hospital level</td>
<td valign="top" align="left">Primary hospital</td>
<td valign="top" align="left">231 (5.7)</td>
<td valign="top" align="left">58.37 &#x000B1; 19.98</td>
<td valign="top" align="left" rowspan="3">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">Secondary hospital</td>
<td valign="top" align="left">1,462 (35.9)</td>
<td valign="top" align="left">64.16 &#x000B1; 19.96</td>
</tr>
 <tr>
<td valign="top" align="left">Tertiary hospital</td>
<td valign="top" align="left">2,383 (58.5)</td>
<td valign="top" align="left">65.91 &#x000B1; 20.05</td>
</tr> <tr>
<td valign="top" align="left" rowspan="4">Region</td>
<td valign="top" align="left">Pearl River Delta</td>
<td valign="top" align="left">2,426 (59.5)</td>
<td valign="top" align="left">63.72 &#x000B1; 19.57</td>
<td valign="top" align="left" rowspan="4">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">Eastern</td>
<td valign="top" align="left">377 (9.2)</td>
<td valign="top" align="left">60.83 &#x000B1; 19.98</td>
</tr>
 <tr>
<td valign="top" align="left">Western</td>
<td valign="top" align="left">703 (17.2)</td>
<td valign="top" align="left">68.19 &#x000B1; 22.28</td>
</tr>
 <tr>
<td valign="top" align="left">Northern</td>
<td valign="top" align="left">570 (14.0)</td>
<td valign="top" align="left">68.19 &#x000B1; 18.45</td>
</tr></tbody>
</table>
</table-wrap>
<p>The scores from each different dimension, self, organizational management, patient, social support, and environment, are shown in <xref ref-type="table" rid="T2">Table 2</xref>. Gender, work experience (years), education level, job position, specialty unit, employment type, marital status, job satisfaction, WPV frequency, daily sleep duration, weekly overtime hour, average monthly earnings (RMB), hospital level and region were all significantly correlated to job security (all <italic>P</italic> &#x0003C; 0.05) (<xref ref-type="table" rid="T1">Table 1</xref>). Between these variables, the tolerance limit was 0.1 or higher, ranging from 0.53 to 0.96. The variance inflation factor (VIF) ranged from 1.04 to 1.89, which was below the reference value of 3. Therefore, there was no multicollinearity among the independent variables. Multiple linear regression analysis showed that work experience (years), education level, job position, specialty unit, employment type, marital status, job satisfaction, WPV frequency, daily sleep duration, weekly overtime hours, average monthly earnings (RMB), hospital level, and region are significantly and independently associated with job security among healthcare workers (all <italic>P</italic> &#x0003C; 0.05) (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Job security scores across each dimension (<italic>n</italic> = 4076).</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th valign="top" align="left"><bold>Dimension</bold></th>
<th valign="top" align="center"><bold>Score ranges</bold></th>
<th valign="top" align="center"><bold>Total points</bold></th>
<th valign="top" align="center"><bold>Points Normalized by Entries</bold></th>
<th valign="top" align="left"><bold>Rank</bold></th>
<th valign="top" align="center"><bold>Average Score, %</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Self</td>
<td valign="top" align="center">3&#x02013;15</td>
<td valign="top" align="center">9.30 &#x000B1; 3.13</td>
<td valign="top" align="center">3.10 &#x000B1; 1.04</td>
<td valign="top" align="left">1</td>
<td valign="top" align="center">62.00</td>
</tr> <tr>
<td valign="top" align="left">Organizational management</td>
<td valign="top" align="center">7&#x02013;35</td>
<td valign="top" align="center">21.37 &#x000B1; 7.41</td>
<td valign="top" align="center">3.05 &#x000B1; 1.06</td>
<td valign="top" align="left">2</td>
<td valign="top" align="center">61.06</td>
</tr> <tr>
<td valign="top" align="left">Patients</td>
<td valign="top" align="center">4&#x02013;20</td>
<td valign="top" align="center">11.80 &#x000B1; 4.45</td>
<td valign="top" align="center">2.95 &#x000B1; 1.11</td>
<td valign="top" align="left">3</td>
<td valign="top" align="center">59.00</td>
</tr> <tr>
<td valign="top" align="left">Social support</td>
<td valign="top" align="center">4&#x02013;20</td>
<td valign="top" align="center">11.55 &#x000B1; 5.60</td>
<td valign="top" align="center">2.75 &#x000B1; 0.89</td>
<td valign="top" align="left">4</td>
<td valign="top" align="center">57.75</td>
</tr> <tr>
<td valign="top" align="left">Environment</td>
<td valign="top" align="center">4&#x02013;20</td>
<td valign="top" align="center">10.83 &#x000B1; 4.02</td>
<td valign="top" align="center">2.71 &#x000B1; 1.00</td>
<td valign="top" align="left">5</td>
<td valign="top" align="center">54.15</td>
</tr> <tr>
<td valign="top" align="left">Total score</td>
<td valign="top" align="center">22&#x02013;110</td>
<td valign="top" align="center">64.85 &#x000B1; 20.09</td>
<td valign="top" align="center">2.95 &#x000B1; 0.91</td>
<td/>
<td valign="top" align="center">58.95</td>
</tr></tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Multiple linear regression analysis of influencing factors of healthcare workers security (<italic>n</italic> = 4076).</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th valign="top" align="left"><bold>Variables</bold></th>
<th valign="top" align="left"><bold>Regression coefficient</bold></th>
<th valign="top" align="left"><bold>95% <italic>CI</italic></bold></th>
<th valign="top" align="left"><bold>Standard error</bold></th>
<th valign="top" align="left"><bold>Standardized regression coefficient</bold></th>
<th valign="top" align="left"><bold><italic>P</italic></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(Constant)</td>
<td valign="top" align="left">83.264</td>
<td valign="top" align="left">(78.781, 87.746)</td>
<td valign="top" align="left">2.286</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Gender</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Male (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Female</td>
<td valign="top" align="left">&#x02212;0.382</td>
<td valign="top" align="left">(&#x02212;1.666, 0.902)</td>
<td valign="top" align="left">0.655</td>
<td valign="top" align="left">&#x02212;0.009</td>
<td valign="top" align="left">0.056</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Work experience (years)</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0; &#x02264; 5 (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;6&#x02013;</td>
<td valign="top" align="left">&#x02212;3.383</td>
<td valign="top" align="left">(&#x02212;4.871, &#x02212;4.871)</td>
<td valign="top" align="left">0.759</td>
<td valign="top" align="left">&#x02212;0.976</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;11&#x02013;</td>
<td valign="top" align="left">&#x02212;6.121</td>
<td valign="top" align="left">(&#x02212;7.875, &#x02212;4.367)</td>
<td valign="top" align="left">0.895</td>
<td valign="top" align="left">&#x02212;0.125</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x02265;21</td>
<td valign="top" align="left">&#x02212;7.762</td>
<td valign="top" align="left">(&#x02212;9.827, &#x02212;5.696)</td>
<td valign="top" align="left">1.954</td>
<td valign="top" align="left">&#x02212;0.141</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Education level</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Junior college or below (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Bachelor&#x00027;s degree</td>
<td valign="top" align="left">&#x02212;0.794</td>
<td valign="top" align="left">(&#x02212;2.266, 0.678)</td>
<td valign="top" align="left">0.751</td>
<td valign="top" align="left">&#x02212;0.019</td>
<td valign="top" align="left">0.029</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Master&#x00027;s degree or above</td>
<td valign="top" align="left">4.779</td>
<td valign="top" align="left">(0.678, 7.876)</td>
<td valign="top" align="left">1.580</td>
<td valign="top" align="left">0.100</td>
<td valign="top" align="left">3.026</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Job position</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Nurse (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Doctor</td>
<td valign="top" align="left">&#x02212;3.691</td>
<td valign="top" align="left">(&#x02212;6.6, &#x02212;0.783)</td>
<td valign="top" align="left">1.484</td>
<td valign="top" align="left">&#x02212;0.080</td>
<td valign="top" align="left">0.013</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Pharmacist</td>
<td valign="top" align="left">5.552</td>
<td valign="top" align="left">(2.665, 8.438)</td>
<td valign="top" align="left">1.472</td>
<td valign="top" align="left">0.086</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Technologist</td>
<td valign="top" align="left">6.814</td>
<td valign="top" align="left">(8.438, 9.74)</td>
<td valign="top" align="left">1.493</td>
<td valign="top" align="left">0.099</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Specialty unit</bold></td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Outpatient/emergency (ref)</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;ICU</td>
<td valign="top" align="left">&#x02212;5.180</td>
<td valign="top" align="left">(&#x02212;8.111, &#x02212;2.248)</td>
<td valign="top" align="left">1.495</td>
<td valign="top" align="left">&#x02212;0.059</td>
<td valign="top" align="left">0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;Medical</td>
<td valign="top" align="left">&#x02212;0.974</td>
<td valign="top" align="left">(&#x02212;3.027, &#x02212;3.027)</td>
<td valign="top" align="left">1.047</td>
<td valign="top" align="left">&#x02212;0.021</td>
<td valign="top" align="left">0.352</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;Surgical</td>
<td valign="top" align="left">&#x02212;0.974</td>
<td valign="top" align="left">(&#x02212;3.171, 1.222)</td>
<td valign="top" align="left">1.121</td>
<td valign="top" align="left">&#x02212;0.018</td>
<td valign="top" align="left">0.385</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;Maternity</td>
<td valign="top" align="left">&#x02212;1.828</td>
<td valign="top" align="left">(&#x02212;4.789, 1.133)</td>
<td valign="top" align="left">1.510</td>
<td valign="top" align="left">&#x02212;0.021</td>
<td valign="top" align="left">0.226</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;Pediatric</td>
<td valign="top" align="left">&#x02212;3.510</td>
<td valign="top" align="left">(&#x02212;7.011, &#x02013;&#x02212;0.008)</td>
<td valign="top" align="left">1.786</td>
<td valign="top" align="left">&#x02212;0.031</td>
<td valign="top" align="left">0.049</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;Assistant department</td>
<td valign="top" align="left">&#x02212;1.729</td>
<td valign="top" align="left">(&#x02212;0.008, 1.010)</td>
<td valign="top" align="left">1.397</td>
<td valign="top" align="left">&#x02212;0.038</td>
<td valign="top" align="left">0.216</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;Other</td>
<td valign="top" align="left">&#x02212;3.270</td>
<td valign="top" align="left">(&#x02212;6.546, 0.006)</td>
<td valign="top" align="left">1.671</td>
<td valign="top" align="left">&#x02212;0.032</td>
<td valign="top" align="left">0.050</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Employment type</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Permanent employee</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Contract employee</td>
<td valign="top" align="left">&#x02212;4.703</td>
<td valign="top" align="left">(&#x02212;6.049, &#x02212;3.357)</td>
<td valign="top" align="left">0.687</td>
<td valign="top" align="left">&#x02212;0.116</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Personnel agency employee</td>
<td valign="top" align="left">&#x02212;4.189</td>
<td valign="top" align="left">(&#x02212;8.415, 0.037)</td>
<td valign="top" align="left">2.156</td>
<td valign="top" align="left">&#x02212;0.028</td>
<td valign="top" align="left">0.052</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Marital status</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Married (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Single</td>
<td valign="top" align="left">6.975</td>
<td valign="top" align="left">(5.717, 8.233)</td>
<td valign="top" align="left">0.642</td>
<td valign="top" align="left">0.165</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Divorced/separated</td>
<td valign="top" align="left">&#x02212;3.189</td>
<td valign="top" align="left">(&#x02212;7.183, 0.805)</td>
<td valign="top" align="left">2.037</td>
<td valign="top" align="left">&#x02212;0.022</td>
<td valign="top" align="left">0.118</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Job satisfaction</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Yes (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;No</td>
<td valign="top" align="left">&#x02212;9.322</td>
<td valign="top" align="left">(&#x02212;10.648, &#x02212;7.997)</td>
<td valign="top" align="left">0.676</td>
<td valign="top" align="left">&#x02212;0.211</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>WPV frequency</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;No (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0; &#x02264; 3 times</td>
<td valign="top" align="left">&#x02212;6.120</td>
<td valign="top" align="left">(&#x02212;7.33, &#x02212;4.91)</td>
<td valign="top" align="left">0.617</td>
<td valign="top" align="left">&#x02212;0.150</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;3 times &#x0003C; F &#x02264; 6 times</td>
<td valign="top" align="left">&#x02212;7.497</td>
<td valign="top" align="left">(&#x02212;9.884, &#x02212;5.11)</td>
<td valign="top" align="left">1.218</td>
<td valign="top" align="left">&#x02212;0.091</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x0003E; 6 times</td>
<td valign="top" align="left">&#x02212;8.550</td>
<td valign="top" align="left">(&#x02212;11.005, &#x02212;6.094)</td>
<td valign="top" align="left">1.252</td>
<td valign="top" align="left">&#x02212;0.101</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Daily sleep duration</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0; &#x02264; 6 h (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;6 h &#x0003C; T &#x02264; 7 h</td>
<td valign="top" align="left">&#x02212;13.388</td>
<td valign="top" align="left">(&#x02212;16.371, &#x02212;10.405)</td>
<td valign="top" align="left">1.522</td>
<td valign="top" align="left">&#x02212;0.283</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;7 h &#x0003C; T &#x02264; 8 h</td>
<td valign="top" align="left">&#x02212;9.187</td>
<td valign="top" align="left">(&#x02212;12.054, &#x02212;6.321)</td>
<td valign="top" align="left">1.462</td>
<td valign="top" align="left">&#x02212;0.228</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x0003E; 8 h</td>
<td valign="top" align="left">&#x02212;5.375</td>
<td valign="top" align="left">(&#x02212;8.429, &#x02212;2.322)</td>
<td valign="top" align="left">1.557</td>
<td valign="top" align="left">&#x02212;0.103</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Weekly overtime hour</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0; &#x02264; 5 h (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;5 h &#x0003C; T &#x02264; 10 h</td>
<td valign="top" align="left">&#x02212;2.394</td>
<td valign="top" align="left">(&#x02212;3.64, &#x02212;3.64)</td>
<td valign="top" align="left">0.635</td>
<td valign="top" align="left">&#x02212;0.056</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;10 h &#x0003C; T &#x02264; 15 h</td>
<td valign="top" align="left">&#x02212;4.487</td>
<td valign="top" align="left">(&#x02212;6.643, &#x02212;2.330)</td>
<td valign="top" align="left">1.100</td>
<td valign="top" align="left">&#x02212;0.060</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;T &#x0003E; 15 h</td>
<td valign="top" align="left">&#x02212;7.429</td>
<td valign="top" align="left">(&#x02212;9.851, &#x02212;5.007)</td>
<td valign="top" align="left">1.235</td>
<td valign="top" align="left">&#x02212;0.089</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Average monthly earnings (RMB)</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0; &#x02264; 5000 (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;5001&#x02013;</td>
<td valign="top" align="left">0.141</td>
<td valign="top" align="left">(&#x02212;1.316, 1.598)</td>
<td valign="top" align="left">0.743</td>
<td valign="top" align="left">0.004</td>
<td valign="top" align="left">0.849</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;10001&#x02013;</td>
<td valign="top" align="left">0.185</td>
<td valign="top" align="left">(&#x02212;1.829, 2.199)</td>
<td valign="top" align="left">1.027</td>
<td valign="top" align="left">0.004</td>
<td valign="top" align="left">0.857</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;&#x02265; 20001</td>
<td valign="top" align="left">4.748</td>
<td valign="top" align="left">(0.955, 8.541)</td>
<td valign="top" align="left">1.935</td>
<td valign="top" align="left">0.040</td>
<td valign="top" align="left">0.014</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Hospital level</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Primary hospital (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Secondary hospital</td>
<td valign="top" align="left">4.908</td>
<td valign="top" align="left">(2.284, 7.532)</td>
<td valign="top" align="left">1.338</td>
<td valign="top" align="left">0.117</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Tertiary hospital</td>
<td valign="top" align="left">5.074</td>
<td valign="top" align="left">(2.299, 7.849)</td>
<td valign="top" align="left">1.415</td>
<td valign="top" align="left">0.124</td>
<td valign="top" align="left">&#x0003C; 0.001</td>
</tr> <tr style="background-color:#e0e1e3">
<td valign="top" align="left" colspan="6"><bold>Region</bold></td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Pearl River Delta (ref)</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Eastern</td>
<td valign="top" align="left">&#x02212;2.888</td>
<td valign="top" align="left">(&#x02212;4.968, &#x02212;0.808)</td>
<td valign="top" align="left">1.061</td>
<td valign="top" align="left">&#x02212;0.042</td>
<td valign="top" align="left">0.007</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Western</td>
<td valign="top" align="left">0.615</td>
<td valign="top" align="left">(&#x02212;1.099, 2.329)</td>
<td valign="top" align="left">0.874</td>
<td valign="top" align="left">0.012</td>
<td valign="top" align="left">0.482</td>
</tr> <tr>
<td valign="top" align="left">&#x000A0;&#x000A0;&#x000A0;Northern</td>
<td valign="top" align="left">0.779</td>
<td valign="top" align="left">(&#x02212;0.973, 2.53)</td>
<td valign="top" align="left">0.893</td>
<td valign="top" align="left">0.013</td>
<td valign="top" align="left">0.384</td>
</tr></tbody>
</table>
</table-wrap>
</sec>
<sec id="s4">
<title>4. Discussion</title>
<p>This study showed that these hospital workers perceived their workplace as relatively unsafe. Multiple-linear regression analysis showed that work experience (years), education level, job position, specialty unit, employment type, marital status, job satisfaction, WPV frequency, daily sleep duration, weekly overtime hours, average monthly earnings (RMB), hospital level, and region were significantly associated with feelings of poor safety and security among healthcare workers. This data may provide a reference for hospital managers to formulate policies that improve workplace safety.</p>
<p>Prior research demonstrates that effective team leadership is an essential factors for the team atmosphere (<xref ref-type="bibr" rid="B27">27</xref>). Therefore, the department directors and the head nurses can play a critical role in building feelings of job security among staff members.</p>
<p>Surprisingly, inexperience, as demonstrated by fewer years on the job, was associated with relatively high feelings of job security, a finding which was inconsistent with some reports (<xref ref-type="bibr" rid="B28">28</xref>). This discrepancy may be due to the relationship between age and career development. Older workers are more likely to have greater work experience and higher levels of education which can increase job security, but they are also more likely to experience sleep disturbances which negatively impact performance and job satisfaction. This is supported by the finding that sleep duration was inversely related to job security in this study.</p>
<p>In Guangdong, the State Council&#x00027;s regulation states the working week is 8 h a day for 40 h a week and any work exceeding these house is overtime work. In this study, over half of those surveyed worked 5 h of overtime a week. Previous studies showed that 61.2% of healthcare workers worked 5 h of overtime per week (<xref ref-type="bibr" rid="B29">29</xref>), while survey results of healthcare workers in Lanzhou show a rate more comparable to this study&#x00027;s 50% rate (<xref ref-type="bibr" rid="B30">30</xref>). According to the White Paper on the Occupational Status of Chinese doctors published in 2018, doctors in tertiary hospitals in China work an average of 51.5 h per week (<xref ref-type="bibr" rid="B5">5</xref>). Moreover, almost 60% of the healthcare workers in Ningbo Grade A hospitals work more than 8 h a day, 12.4% more than 10 h a day, and 4.8% more than 12 h a day (<xref ref-type="bibr" rid="B31">31</xref>). Overwork is more likely to cause errors or medical disputes, and thus weaken the sense of job security of healthcare workers (<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>Furthermore, this study found that employment at primary hospitals was associated with worse job security as compared with secondary and tertiary hospitals. In China, primary hospital are local community hospitals with fewer resources than the larger more specialized secondary and tertiary hospitals (<xref ref-type="bibr" rid="B33">33</xref>). The public and government officials generally equate patient volumes with the quality of care and as such large patient volumes have become a prerequisite to aquiring funding for high-quality training and research (<xref ref-type="bibr" rid="B34">34</xref>). Career development opportunities such as those offered by tertirary hospitals have been shown to be associated with greater levels of job security among hospital workers (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>More than half of the healthcare workers in this survey experienced WPV during the yearlong study period. This suggests that medical departments need WPV training, and the hospital should strengthen personal safety protection measures among healthcare workers (<xref ref-type="bibr" rid="B36">36</xref>), especially in the department of surgery. Furthermore, the department in which a healthcare worker was employed was significantly associated with job security. This indicates that healthcare workers in high-risk departments, such as the emergency and critical care and obstetrics and gynecology departments, need more supports than other lower risk departments such as dermatology.</p>
<p>Additionally, home and environmental factors were shown to have a significant association with job security in this study. Married healthcare workers and those with higher incomes had greater levels job security on average than workers who were divorced or who had lower incomes. This confirms that marriage and family life can have a strong stabilizing influence on healthcare workers&#x00027; lives and outlook (<xref ref-type="bibr" rid="B37">37</xref>). Since higher incomes are needed to support families, it follows that higher incomes were also associated with greater job security.</p>
<p>The survey results show that contract workers account for almost 6 in 10 workers, indicating that most of the healthcare workers in this survey belong to the contract system. Although the public hospitals claim to follow a policy of equal pay for equal work, contract staff have reduced benefits, fewer sick days, and higher stress (<xref ref-type="bibr" rid="B38">38</xref>). Hospitals in eastern Guangdong were ranked the lowest in this study, while those in northern Guangdong were ranked highest. These differences may be related to the economic development of each region, suggesting that hospital managers should adopt localized strategies.</p>
<p>This study had some limitations. This was a survey-based research study that captured the attitudes of medical workers toward their sense of job security in the workplace at a single point in time. As such, it is unknown if the trends observed in this study persist throughout the year or over time. Guangdong has a rapidly growing economy, and as such conditions may change rapidly that can improve the sense of job security among workers. Additional research should be carried out to understand the dynamic factors that influence the sense of job security among hospital workers and identify which strategies most improve the job security of healthcare workers.</p>
</sec>
<sec id="s5">
<title>5. Practice implication</title>
<p>Department managers should focus on the department construction. Efforts to build department unity and enhance collaboration may improve the mental health of healthcare workers and foster a sense of job security. Hosptials should equip key departments with one-button alarm devices and increase the intensity of security in high risk areas (<xref ref-type="bibr" rid="B39">39</xref>). Additionally, social support is key to mental health and worker wellbeing and should be a focus of hospital remediation efforts to mitigate the effects of unavoidable WPV (<xref ref-type="bibr" rid="B40">40</xref>).</p>
</sec>
<sec id="s6">
<title>6. Conclusions</title>
<p>In conclusion, the total job security score for healthcare workers in this study was relatively low. Education level, employment duration, job satisfaction, the frequency of WPV, daily sleep duration, overtime hours, professional category, departments, employment type, marital status, and locality of employment were significantly associated with feelings of poor safety and security among healthcare workers. A multi-center study with larger sample size is needed in future to make further conclusions about these results.</p>
</sec>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="s8">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by the Guangdong Provincial People&#x00027;s Hospital Ethics Committee. The patients/participants provided their written informed consent to participate in this study. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec sec-type="author-contributions" id="s9">
<title>Author contributions</title>
<p>LM and HH conceived and designed the study. SW, QZ, ZB, and XY collected the data. WL did the statistical analysis and produced the tables and figures. QH wrote the initial draft. All authors subsequently critically edited the report, read, and approved the final edition.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="s10">
<title>Funding</title>
<p>This work was supported by the Guangdong Basic and Applied Basic Research Foundation under Grant No. 2021A1515012187 and Guangdong Provincial Peolple&#x00027; Hospital, Guangdong Academy of Medical Sciences Project under Grant No. 7197040908.</p>
</sec>
<ack><p>The authors would like to express sincerely gratitude to all the medical staffs for their support in participating.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<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="disclaimer" id="s11">
<title>Publisher&#x00027;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>
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