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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.2023.1305620</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>Turnover intention of nurses in public hospitals and its association with quality of working life: a cross-sectional survey in six provinces in China</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Tang</surname> <given-names>Changmin</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Zhou</surname> <given-names>Sitong</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>Liu</surname> <given-names>Chaojie</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author"><name><surname>Min</surname> <given-names>Rui</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>Cai</surname> <given-names>Ruipeng</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>Lin</surname> <given-names>Taoyu</given-names></name><xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>School of Management, Hubei University of Chinese Medicine</institution>, <addr-line>Wuhan, Hubei</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Research Center for the Development of Traditional Chinese Medicine, Key Research Institute of Humanities and Social Sciences of Hubei Province</institution>, <addr-line>Wuhan, Hubei</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Psychology and Public Health, La Trobe University</institution>, <addr-line>Melbourne, VIC</addr-line>, <country>Australia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Tongji Medical College, Huazhong University of Science and Technology</institution>, <addr-line>Wuhan, Hubei</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>People&#x2019;s Hospital of Suzhou New District</institution>, <addr-line>Suzhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Russell Kabir, Anglia Ruskin University, United Kingdom</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Aneta Grochowska, University of Applied Sciences in Tarnow, Poland; Yasir Hayat Mughal, Qassim University, Saudi Arabia</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Taoyu Lin, <email>1372316064@qq.com</email>; Chaojie Liu, <email>c.liu@latrobe.edu.au</email>; Ruipeng Cai, <email>crp@hust.edu.cn</email>;</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1305620</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>10</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Tang, Zhou, Liu, Min, Cai and Lin.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Tang, Zhou, Liu, Min, Cai and Lin</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="sec1">
<title>Objectives</title>
<p>High turnover intention can exacerbate the workforce shortage of nurses. This study aimed to determine the level of turnover intention of public hospital nurses in China and its associated factors.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>A cross-sectional questionnaire survey of 2,863 nurses was conducted in 48 public hospitals across six provinces in mainland China, measuring the sociodemographic (gender, age, marital status, and monthly basic salary) and work characteristics (professional title, workload, night sleep deprivation, and workplace violence) of respondents, their quality of working life (QWL), and turnover intention. Multivariate logistic regression models were established to determine the association between QWL and turnover intention after adjustment for variations of the sociodemographic and work characteristics.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Overall, 42.8% of respondents reported turnover intention. Higher QWL scores (AOR&#x2009;=&#x2009;0.824 for job and career satisfaction, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001; AOR&#x2009;=&#x2009;0.894 for professional pride, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001; AOR&#x2009;=&#x2009;0.911 for balance between work and family, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) were associated with lower turnover intention. Workplace violence was the strongest predictor of higher turnover intention (AOR&#x2009;=&#x2009;3.003&#x2013;4.767) amongst the sociodemographic and work characteristics, followed by an age between 30 and 40&#x2009;years (AOR&#x2009;=&#x2009;1.457 relative to &#x003C;30&#x2009;years), and night sleep deprivation (AOR&#x2009;=&#x2009;1.391&#x2013;1.808). Senior professional title had a protective effect (AOR&#x2009;=&#x2009;0.417 relative to no title) on turnover intention.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>High levels of turnover intention are evident across China in nurses employed by public hospitals, in particular in those aged between 30 and 40&#x2009;years. Low QWL and poor work environment are significant predictors of turnover intention.</p>
</sec>
</abstract>
<kwd-group>
<kwd>turnover intention</kwd>
<kwd>nurse</kwd>
<kwd>quality of working life</kwd>
<kwd>public hospital</kwd>
<kwd>China</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="52"/>
<page-count count="8"/>
<word-count count="6094"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Occupational Health and Safety</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec5">
<title>Background</title>
<p>Nurses are the largest healthcare workforce in the world and play a critical role in the delivery of healthcare services. The socioeconomic development and population aging have been accompanied by a growing demand for nursing staff (<xref ref-type="bibr" rid="ref1">1</xref>). However, the shortage of nursing workforce is a global issue (<xref ref-type="bibr" rid="ref2">2</xref>), and a high rate of turnover of nurses has exacerbated the shortage of nursing workforce, causing serious concerns about patient safety and quality of care. A meta-analysis showed that more than 27% of the intensive care nurses had the intention to leave worldwide covering 23 countries (<xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p>Extensive studies have been conducted regarding turnover intention of nurses, the strongest predictor of nurses leaving the healthcare industry (<xref ref-type="bibr" rid="ref3">3</xref>). Work-related factors including high job demand (<xref ref-type="bibr" rid="ref4 ref5 ref6">4&#x2013;6</xref>), job stress (<xref ref-type="bibr" rid="ref7 ref8 ref9">7&#x2013;9</xref>), job dissatisfaction (<xref ref-type="bibr" rid="ref10 ref11 ref12">10&#x2013;12</xref>), and low organizational commitment (<xref ref-type="bibr" rid="ref13 ref14 ref15">13&#x2013;15</xref>) have been blamed for triggering turnover intention of nurses apart from family commitment.</p>
<p>The shortage of nurses in China has attracted serious concerns. Over the past few decades, the Chinese government has made great efforts to boost the supply of nursing workforce. By 2018, the number of registered nurses eventually overtook the number of medical doctors, reaching a doctor-nurse ratio of 1:1.14 (1:1.17 in 2021) (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref17">17</xref>), but the ratio is still lower than that of many other countries and yet to achieve its goal of 1: 2 (<xref ref-type="bibr" rid="ref18">18</xref>). China had 2.94 nurses per 1,000 population in 2018, compared with an average of 7.5 in the OECD (Organization for Economic Cooperation and Development) countries (<xref ref-type="bibr" rid="ref19">19</xref>).</p>
<p>There is paucity in the literature documenting losses of clinical nurses in China, although the work environment of nurses in China is evidently suboptimal. Most nurses in China are employed by hospitals (over 75% in public hospitals) (<xref ref-type="bibr" rid="ref16">16</xref>), which provide both unreferred primary care and specialist care. Patients in China enjoy the freedom to bypass primary care facilities in seeking medical attention from hospitals, putting enormous pressure on hospitals (<xref ref-type="bibr" rid="ref20">20</xref>). Hospital nurses have to work long hours, including more frequent night shifts, in response to the high demands of patient care (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref22">22</xref>). In recent years, workplace violence incidents in hospitals have been frequently reported, and they are most likely directed towards nurses as nurses have close contacts with patients and they are most approachable (<xref ref-type="bibr" rid="ref23">23</xref>).</p>
<p>This study aimed to address the gap in the literature by investigating the association between quality of working life (QWL) and turnover intention in hospital nurses in China. QWL assesses the influence of both job and organizational factors on individual employees, such as work-related stress, fatigue, and burnout (<xref ref-type="bibr" rid="ref24 ref25 ref26">24&#x2013;26</xref>). QWL is directly linked to the health and wellbeing of the nurses, which is presumably associated with their turnover intention. Meanwhile, low QWL of nurses is also associated with poor safety and quality of nursing care (<xref ref-type="bibr" rid="ref27">27</xref>). Despite the critical role of QWL, our understanding about the link between QWL and turnover intention, in particular in the context of the Chinese hospital system is limited. This current study contributes to the literature by answering the research question: &#x201C;To what extent, QWL is associated with turnover intention in hospital nurses in China after adjustment for variations in other determinants.&#x201D;</p>
</sec>
<sec sec-type="methods" id="sec6">
<title>Methods</title>
<sec id="sec7">
<title>Study design</title>
<p>A cross-sectional questionnaire survey of clinical nurses was conducted in 48 public hospitals in mainland China. Ethics approval was granted by the Ethics Committee of Tongji Medical College, Huazhong University of Science and Technology (No: IORG0003571). Completion of the survey was voluntary and anonymous with implied informed consent.</p>
</sec>
<sec id="sec8">
<title>Theoretical hypothesis</title>
<p>Many theories have been used in developing employee retention strategies. These include human needs and motivations, behavioral theories, and social exchange and leadership theories. The theory of rational behavior suggests that individual decisions result from their attitudes toward the related matter, emphasizing the need for motivation (<xref ref-type="bibr" rid="ref28">28</xref>). Indeed, the intention to leave has been identified as a reliable predictor of nurses&#x2019; turnover (<xref ref-type="bibr" rid="ref29">29</xref>). According to the social exchange theory, individuals who benefit from others feel obligated to reciprocate with positive behaviors and devotion (<xref ref-type="bibr" rid="ref30">30</xref>). Herzberg&#x2019;s two-factor theory categorizes motivational strategies into two broad types: the intrinsic sense of achievement, reflected through recognition and responsibility, is believed to better motivate employees compared to extrinsic rewards, such as high pay (<xref ref-type="bibr" rid="ref31">31</xref>).</p>
<p>Despite variations in theoretical perspectives, there is a consensus that employee retention (or turnover) depends on factors at the individual, job, organizational, and systemic levels (<xref ref-type="bibr" rid="ref28">28</xref>). In this current study, we utilized this theoretical framework to guide the study&#x2019;s design. The Quality of Work Life (QWL) indicators measured in this study examined these factors from the employee&#x2019;s perspective. In the data analysis, we also controlled for the influence of individual and work environments.</p>
</sec>
<sec id="sec9">
<title>Questionnaire</title>
<p>The questionnaire was designed by the research team in reference to the existing literature, which measured turnover intention and its associated factors, including the sociodemographic characteristics of study participants (gender, age, marital status, and monthly basic salary), work experience (professional title, workload, night sleep deprivation, and workplace violence), and QWL.</p>
<p>Turnover intention was rated using a single item, and the responses were collapsed into two categories for data analysis: 0 &#x201C;No&#x201D; and 1 &#x201C;Yes.&#x201D;</p>
<p>QWL was assessed using the validated QWL-7-32 scale (<xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref33">33</xref>), which contains 32 items measuring seven domains of QWL: physical health (8 items); mental health (5 items); job and career satisfaction (8 items); work passion and initiative (4 items); professional pride (3 items); professional competence (2 items); and balance between work and family (2 items). Each item was rated on a five-point Likert scale, ranging from 1 (the poorest condition) to 5 (the best condition). A summed score was calculated for each domain and the entire scale, respectively, with a higher score indicating a higher level of QWL.</p>
<p>The questionnaire was tested in a convenient sample of nurses recruited from two urban tertiary hospitals (80 nurses each) and two rural county hospitals (60 nurses each) in Hubei province in central China. This resulted in 260 complete responses covering participants at different stages of career from different units of the participating hospitals. It took on average 5 to 10&#x2009;min to complete the questionnaire. No changes in the contents and wording were recommended. The overall Cronbach&#x2019;s alpha of the QWL-7-32 reached 0.934, while the alpha coefficient of its seven domains ranged from 0.647 (professional competency) to 0.914 (job and career satisfaction) in the pilot survey (<italic>N</italic>&#x2009;=&#x2009;260) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). According to Robinson et al., a Cronbach&#x2019;s alpha of over 0.7 is preferrable, but over 0.6 is acceptable (<xref ref-type="bibr" rid="ref34">34</xref>). The alpha coefficients exceeded 0.689 in the final survey of the study (<italic>N</italic>&#x2009;=&#x2009;2,863) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
</sec>
<sec id="sec10">
<title>Data collection</title>
<p>Data were collected over the period from January to November in 2018. A multi-stage stratified sampling strategy was employed to select study participants. In the first stage, six provinces were purposively identified representing different levels of socioeconomic development in mainland China: Shandong and Hebei from the eastern developed zone; Hubei and Hunan from the central developing zone; Guizhou and Qinghai from the western underdeveloped zone. In the second stage, four urban hospitals and four rural county hospitals were conveniently selected in each participating province based on their willingness to participate in the project. Finally, at least 80 nurses from each urban tertiary participating hospital and 60 nurses from each rural county participating hospital were approached by the trained investigators on site during the working time. Those who agreed to participate were advised to self-complete the questionnaire and returned to the investigator immediately.</p>
<p>A total of 2,863 complete questionnaires were returned. And the sample size enabled detection of an effect size [odds ratio (OR)] of 0.89 for QWL under the assumption with Pr ((Y&#x2009;=&#x2009;1|X&#x2009;=&#x2009;1) H<sub>0</sub>)&#x2009;=&#x2009;0.6, &#x03B1;&#x2009;=&#x2009;0.05, 1-&#x03B2;&#x2009;=&#x2009;0.8, and R<sup>2</sup> (covariates other than QWL)&#x2009;=&#x2009;0.15 (<xref ref-type="bibr" rid="ref35">35</xref>).</p>
</sec>
<sec id="sec11">
<title>Statistical analysis</title>
<p>The sociodemographic characteristics and work arrangements of study participants were described using frequency distributions and compared across regions (eastern, central, western) and settings (urban vs. rural) through Chi-square tests. Mean scores and standard deviations of the QWL scale and its seven domains were calculated and compared between the respondents who reported turnover intention and those who did not through student t tests. Binary logistic regression models were established to determine the association between QWL and turnover intention after adjustment for variations in sociodemographic characteristics and work arrangements.</p>
<p>All data analyses were performed using SPSS 19.0 statistical software. A two-tailed <italic>p</italic> value &#x003C;0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<title>Results</title>
<sec id="sec13">
<title>Characteristics of study participants</title>
<p>The vast majority of respondents were female (96.7%) and younger than 40&#x2009;years (45.3% below 30&#x2009;years and 43.1% between 30 and 40&#x2009;years). Most were married (74.9%) at the time of the survey, had a junior professional title (57.9%), and earned a monthly basic salary below 5,000 yuan (60.1%). More than half (57.5%) of respondents worked overtime sometimes and 33.1% worked overtime frequently. Night sleep deprivation occurred in 36.9% of respondents sometimes and 45.7% of respondents frequently. Encounter with workplace violence was common: 70.8% sometimes and 15.2% frequent. Significant regional and setting (urban vs. rural) differences in the sociodemographic and work characteristics existed, with the central region and rural hospitals featuring a worse work environment (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1"><label>Table 1</label>
<caption>
<p>Socio-demographic characteristics and work experiences of study participants (<italic>n</italic>&#x2009;=&#x2009;2,863).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="2">Characteristics</th>
<th align="center" valign="middle">Total</th>
<th align="center" valign="middle" colspan="5">Regional distribution (N/%)</th>
<th align="center" valign="middle" colspan="4">Setting (N/%)</th>
</tr>
<tr>
<th align="center" valign="middle">N (%)</th>
<th align="center" valign="middle">Eastern</th>
<th align="center" valign="middle">Central</th>
<th align="center" valign="middle">Western</th>
<th align="center" valign="middle">&#x03C7;<sup>2</sup></th>
<th align="center" valign="middle"><italic>p</italic></th>
<th align="center" valign="middle">Urban</th>
<th align="center" valign="middle">Rural</th>
<th align="center" valign="middle">&#x03C7;<sup>2</sup></th>
<th align="center" valign="middle"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="11"><italic>Gender</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Male</td>
<td align="char" valign="top" char="(">95 (3.3)</td>
<td align="char" valign="top" char="(">50 (5.5)</td>
<td align="char" valign="top" char="(">15 (1.5)</td>
<td align="char" valign="top" char="(">30 (3.1)</td>
<td align="center" valign="top">23.168</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="char" valign="top" char="(">46 (2.7)</td>
<td align="char" valign="top" char="(">49 (4.3)</td>
<td align="center" valign="top">6.068</td>
<td align="center" valign="top">0.014</td>
</tr>
<tr>
<td align="left" valign="middle">Female</td>
<td align="char" valign="top" char="(">2,768 (96.7)</td>
<td align="char" valign="top" char="(">862 (94.5)</td>
<td align="char" valign="top" char="(">962 (98.5)</td>
<td align="char" valign="top" char="(">944 (96.9)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">1,688 (97.3)</td>
<td align="char" valign="top" char="(">1,080 (95.7)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle" colspan="11"><italic>Age (Years)</italic></td>
</tr>
<tr>
<td align="left" valign="middle">&#x003C;30</td>
<td align="char" valign="top" char="(">1,297 (45.3)</td>
<td align="char" valign="top" char="(">384 (42.1)</td>
<td align="char" valign="top" char="(">474 (48.5)</td>
<td align="char" valign="top" char="(">439 (45.1)</td>
<td align="center" valign="top">10.568</td>
<td align="center" valign="top">0.032</td>
<td align="char" valign="top" char="(">777 (44.8)</td>
<td align="char" valign="top" char="(">520 (46.1)</td>
<td align="center" valign="top">2.067</td>
<td align="center" valign="top">0.356</td>
</tr>
<tr>
<td align="left" valign="middle">30&#x2013;40</td>
<td align="char" valign="top" char="(">1,234 (43.1)</td>
<td align="char" valign="top" char="(">404 (44.3)</td>
<td align="char" valign="top" char="(">405 (41.5)</td>
<td align="char" valign="top" char="(">425 (43.6)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">744 (42.9)</td>
<td align="char" valign="top" char="(">490 (43.4)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x003E;40</td>
<td align="char" valign="top" char="(">332 (11.6)</td>
<td align="char" valign="top" char="(">124 (13.6)</td>
<td align="char" valign="top" char="(">98 (10.0)</td>
<td align="char" valign="top" char="(">110 (11.3)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">213 (12.3)</td>
<td align="char" valign="top" char="(">119 (10.5)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle" colspan="11"><italic>Marital status</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Married</td>
<td align="char" valign="top" char="(">2,143 (74.9)</td>
<td align="char" valign="top" char="(">685 (75.1)</td>
<td align="char" valign="top" char="(">717 (73.4)</td>
<td align="char" valign="top" char="(">741 (76.1)</td>
<td align="center" valign="top">1.922</td>
<td align="center" valign="top">0.382</td>
<td align="char" valign="top" char="(">1,258 (72.5)</td>
<td align="char" valign="top" char="(">885 (78.4)</td>
<td align="center" valign="top">12.384</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Not married</td>
<td align="char" valign="top" char="(">720 (25.1)</td>
<td align="char" valign="top" char="(">227 (24.9)</td>
<td align="char" valign="top" char="(">260 (26.6)</td>
<td align="char" valign="top" char="(">233 (23.9)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">476 (27.5)</td>
<td align="char" valign="top" char="(">244 (21.6)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle" colspan="11"><italic>Professional title</italic></td>
</tr>
<tr>
<td align="left" valign="middle">No title</td>
<td align="char" valign="top" char="(">368 (12.9)</td>
<td align="char" valign="top" char="(">148 (16.2)</td>
<td align="char" valign="top" char="(">93 (9.5)</td>
<td align="char" valign="top" char="(">127 (13.0)</td>
<td align="center" valign="top">29.761</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="char" valign="top" char="(">227 (13.1)</td>
<td align="char" valign="top" char="(">141 (12.5)</td>
<td align="center" valign="top">11.253</td>
<td align="center" valign="top">0.010</td>
</tr>
<tr>
<td align="left" valign="middle">Junior</td>
<td align="char" valign="top" char="(">1,659 (57.9)</td>
<td align="char" valign="top" char="(">481 (52.7)</td>
<td align="char" valign="top" char="(">582 (59.6)</td>
<td align="char" valign="top" char="(">596 (61.2)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">979 (56.5)</td>
<td align="char" valign="top" char="(">680 (60.2)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Middle</td>
<td align="char" valign="top" char="(">735 (25.7)</td>
<td align="char" valign="top" char="(">249 (27.3)</td>
<td align="char" valign="top" char="(">262 (26.8)</td>
<td align="char" valign="top" char="(">224 (23.0)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">452 (26.1)</td>
<td align="char" valign="top" char="(">283 (25.1)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Senior</td>
<td align="char" valign="top" char="(">101 (3.5)</td>
<td align="char" valign="top" char="(">34 (3.7)</td>
<td align="char" valign="top" char="(">40 (4.1)</td>
<td align="char" valign="top" char="(">27 (2.8)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">76 (4.4)</td>
<td align="char" valign="top" char="(">25 (2.2)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle" colspan="11"><italic>Monthly basic salary (Yuan)</italic></td>
</tr>
<tr>
<td align="left" valign="top">&#x003C;5,000</td>
<td align="char" valign="top" char="(">1722 (60.1)</td>
<td align="char" valign="top" char="(">561 (61.5)</td>
<td align="char" valign="top" char="(">690 (70.6)</td>
<td align="char" valign="top" char="(">471 (48.4)</td>
<td align="center" valign="top">105.829</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="char" valign="top" char="(">874 (50.4)</td>
<td align="char" valign="top" char="(">848 (75.1)</td>
<td align="center" valign="top">192.384</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">5,000&#x2013;8,000</td>
<td align="char" valign="top" char="(">1,039 (36.3)</td>
<td align="char" valign="top" char="(">320 (35.1)</td>
<td align="char" valign="top" char="(">269 (27.5)</td>
<td align="char" valign="top" char="(">450 (46.2)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">763 (44.0)</td>
<td align="char" valign="top" char="(">276 (24.4)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x003E;8,000</td>
<td align="char" valign="top" char="(">102 (3.6)</td>
<td align="char" valign="top" char="(">31 (3.4)</td>
<td align="char" valign="top" char="(">18 (1.8)</td>
<td align="char" valign="top" char="(">53 (5.4)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">97 (5.6)</td>
<td align="char" valign="top" char="(">5 (0.4)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle" colspan="11"><italic>Work overtime</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Never</td>
<td align="char" valign="top" char="(">270 (9.4)</td>
<td align="char" valign="top" char="(">99 (10.9)</td>
<td align="char" valign="top" char="(">71 (7.3)</td>
<td align="char" valign="top" char="(">100 (10.3)</td>
<td align="center" valign="top">36.024</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="char" valign="top" char="(">157 (9.1)</td>
<td align="char" valign="top" char="(">113 (10.0)</td>
<td align="center" valign="top">0.731</td>
<td align="center" valign="top">0.694</td>
</tr>
<tr>
<td align="left" valign="middle">Sometimes</td>
<td align="char" valign="top" char="(">1,645 (57.5)</td>
<td align="char" valign="top" char="(">494 (54.2)</td>
<td align="char" valign="top" char="(">536 (54.9)</td>
<td align="char" valign="top" char="(">615 (63.1)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">1,000 (57.7)</td>
<td align="char" valign="top" char="(">645 (57.1)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Frequent</td>
<td align="char" valign="top" char="(">948 (33.1)</td>
<td align="char" valign="top" char="(">319 (35.0)</td>
<td align="char" valign="top" char="(">370 (37.9)</td>
<td align="char" valign="top" char="(">259 (26.6)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">577 (33.3)</td>
<td align="char" valign="top" char="(">371 (32.9)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle" colspan="11"><italic>Night sleep deprivation</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Never</td>
<td align="char" valign="top" char="(">500 (17.5)</td>
<td align="char" valign="top" char="(">160 (17.5)</td>
<td align="char" valign="top" char="(">151 (15.5)</td>
<td align="char" valign="top" char="(">189 (19.4)</td>
<td align="center" valign="top">7.724</td>
<td align="center" valign="top">0.102</td>
<td align="char" valign="top" char="(">306 (17.6)</td>
<td align="char" valign="top" char="(">194 (17.2)</td>
<td align="center" valign="top">4.526</td>
<td align="center" valign="top">0.104</td>
</tr>
<tr>
<td align="left" valign="middle">Sometimes</td>
<td align="char" valign="top" char="(">1,056 (36.9)</td>
<td align="char" valign="top" char="(">332 (36.4)</td>
<td align="char" valign="top" char="(">356 (36.4)</td>
<td align="char" valign="top" char="(">368 (37.8)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">663 (38.2)</td>
<td align="char" valign="top" char="(">393 (34.8)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Frequent</td>
<td align="char" valign="top" char="(">1,307 (45.7)</td>
<td align="char" valign="top" char="(">420 (46.1)</td>
<td align="char" valign="top" char="(">470 (48.1)</td>
<td align="char" valign="top" char="(">417 (42.8)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">765 (44.1)</td>
<td align="char" valign="top" char="(">542 (48.0)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle" colspan="11"><italic>Workplace violence</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Never</td>
<td align="char" valign="top" char="(">399 (13.9)</td>
<td align="char" valign="top" char="(">152 (16.7)</td>
<td align="char" valign="top" char="(">111 (11.4)</td>
<td align="char" valign="top" char="(">136 (14.0)</td>
<td align="center" valign="top">16.459</td>
<td align="center" valign="top">0.002</td>
<td align="char" valign="top" char="(">259 (14.9)</td>
<td align="char" valign="top" char="(">140 (12.4)</td>
<td align="center" valign="top">14.879</td>
<td align="center" valign="top">0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Sometimes</td>
<td align="char" valign="top" char="(">2028 (70.8)</td>
<td align="char" valign="top" char="(">646 (70.8)</td>
<td align="char" valign="top" char="(">703 (72.0)</td>
<td align="char" valign="top" char="(">679 (69.7)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">1,245 (71.8)</td>
<td align="char" valign="top" char="(">783 (69.4)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Frequent</td>
<td align="char" valign="top" char="(">436 (15.2)</td>
<td align="char" valign="top" char="(">114 (12.5)</td>
<td align="char" valign="top" char="(">163 (16.7)</td>
<td align="char" valign="top" char="(">159 (16.3)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">230 (13.3)</td>
<td align="char" valign="top" char="(">206 (18.2)</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">
<bold>Total</bold>
</td>
<td align="char" valign="top" char="(">2,863 (100)</td>
<td align="char" valign="top" char="(">912 (31.9)</td>
<td align="char" valign="top" char="(">977 (34.1)</td>
<td align="char" valign="top" char="(">974 (34.0)</td>
<td/>
<td/>
<td align="char" valign="top" char="(">1734 (60.6)</td>
<td align="char" valign="top" char="(">1,129 (39.4)</td>
<td/>
<td/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec14">
<title>Quality of working life and turnover intention</title>
<p>Overall, 1,224 (42.8%) respondents reported turnover intention. The seven domains of QWL and the total QWL scores were all significantly (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) associated with turnover intention of nurses surveyed as indicated in the student t tests (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2"><label>Table 2</label>
<caption>
<p>Quality of working life (Mean&#x2009;&#x00B1;&#x2009;SD) of respondents (<italic>n</italic> =&#x2009;2,863) by turnover intention.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="2">Quality of working life</th>
<th align="center" valign="middle" colspan="2">Turnover intention</th>
<th align="center" valign="middle" rowspan="2"><italic>p</italic></th>
</tr>
<tr>
<th align="center" valign="middle">Yes (<italic>n</italic> =&#x2009;1,224)</th>
<th align="center" valign="middle">No (<italic>n</italic> =&#x2009;1,639)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Physical health</td>
<td align="char" valign="top" char="&#x00B1;">22.44 &#x00B1; 2.60</td>
<td align="char" valign="top" char="&#x00B1;">24.01 &#x00B1; 2.76</td>
<td align="char" valign="top" char=".">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Mental health</td>
<td align="char" valign="top" char="&#x00B1;">12.37 &#x00B1; 3.89</td>
<td align="char" valign="top" char="&#x00B1;">15.36 &#x00B1; 4.22</td>
<td align="char" valign="top" char=".">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Job and career satisfaction</td>
<td align="char" valign="top" char="&#x00B1;">19.43 &#x00B1; 5.32</td>
<td align="char" valign="top" char="&#x00B1;">26.26 &#x00B1; 5.62</td>
<td align="char" valign="top" char=".">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Work passion and initiative</td>
<td align="char" valign="top" char="&#x00B1;">12.77 &#x00B1; 2.71</td>
<td align="char" valign="top" char="&#x00B1;">14.54 &#x00B1; 2.86</td>
<td align="char" valign="top" char=".">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Professional pride</td>
<td align="char" valign="top" char="&#x00B1;">8.11 &#x00B1; 2.36</td>
<td align="char" valign="top" char="&#x00B1;">9.90 &#x00B1; 2.33</td>
<td align="char" valign="top" char=".">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Professional competence</td>
<td align="char" valign="top" char="&#x00B1;">6.63 &#x00B1; 1.40</td>
<td align="char" valign="top" char="&#x00B1;">7.14 &#x00B1; 1.54</td>
<td align="char" valign="top" char=".">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Balance between work and family</td>
<td align="char" valign="top" char="&#x00B1;">4.33 &#x00B1; 1.55</td>
<td align="char" valign="top" char="&#x00B1;">5.61 &#x00B1; 1.64</td>
<td align="char" valign="top" char=".">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Overall</td>
<td align="char" valign="top" char="&#x00B1;">86.08 &#x00B1; 13.88</td>
<td align="char" valign="top" char="&#x00B1;">102.81 &#x00B1; 15.50</td>
<td align="char" valign="top" char=".">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SD, Standard Deviation.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec15">
<title>Factors associated with turnover intention &#x2013; results of regression modelling</title>
<p>The univariate analyses showed that female nurses and those who aged between 30 and 40&#x2009;years, had a junior or middle professional title, located in the central region, worked overtime, experienced sleep deprivation, and encountered workplace violence were more likely to report turnover intention than others. Older age (&#x003E;40&#x2009;years) and higher basic salary were associated with lower turnover intention. Higher QWL scores of all of the seven domains were associated with lower turnover intention (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3"><label>Table 3</label>
<caption>
<p>Factors associated with turnover intention &#x2013; results of binary logistic regression modelling (<italic>n</italic>&#x2009;=&#x2009;2,863).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="2">Variables</th>
<th align="center" valign="middle" colspan="2">Turnover intention</th>
<th align="center" valign="middle">Model One</th>
<th align="center" valign="middle">Model Two</th>
<th align="center" valign="middle">Model Three</th>
</tr>
<tr>
<th align="center" valign="middle">N (%)</th>
<th align="center" valign="middle">Crude OR (95% CI)</th>
<th align="center" valign="middle">Adjusted OR (95% CI)</th>
<th align="center" valign="middle">Adjusted OR (95% CI)</th>
<th align="center" valign="middle">Adjusted OR (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="6"><italic>Gender</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Male</td>
<td align="center" valign="top">24 (25.3)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="middle">Female</td>
<td align="center" valign="top">1,200 (43.4)</td>
<td align="center" valign="top">2.264 (1.417, 3.618)<sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">2.007 (1.216, 3.312)<sup>&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">1.469 (0.852, 2.532)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6"><italic>Age (Years)</italic></td>
</tr>
<tr>
<td align="left" valign="middle">&#x003C;30</td>
<td align="center" valign="top">531 (40.9)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="middle">30&#x2013;40</td>
<td align="center" valign="top">582 (47.2)</td>
<td align="center" valign="top">1.288 (1.100, 1.507)<sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1.423 (1.149, 1.763)<sup>&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">1.457 (1.147, 1.851)<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="middle">&#x003E;40</td>
<td align="center" valign="top">111 (33.4)</td>
<td align="center" valign="top">0.725 (0.562, 0.934)<sup>&#x002A;</sup></td>
<td align="center" valign="top">1.222 (0.851, 1.753)</td>
<td/>
<td align="center" valign="top">1.202 (0.798, 1.812)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6"><italic>Marital status</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Married</td>
<td align="center" valign="top">931 (43.4)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="middle">Not married</td>
<td align="center" valign="top">293 (40.7)</td>
<td align="center" valign="top">0.893 (0.753, 1.060)</td>
<td align="center" valign="top">1.096 (0.876, 1.371)</td>
<td/>
<td align="center" valign="top">1.174 (0.913, 1.508)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Professional title</td>
</tr>
<tr>
<td align="left" valign="middle">No title</td>
<td align="center" valign="top">112 (30.4)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="middle">Junior</td>
<td align="center" valign="top">782 (47.1)</td>
<td align="center" valign="top">2.038 (1.600, 2.596)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1.388 (1.046, 1.842)<sup>&#x002A;</sup></td>
<td/>
<td align="center" valign="top">1.214 (0.883, 1.670)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle</td>
<td align="center" valign="top">305 (41.5)</td>
<td align="center" valign="top">1.621 (1.242, 2.116)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">0.984 (0.689, 1.406)</td>
<td/>
<td align="center" valign="top">0.801 (0.535, 1.198)</td>
</tr>
<tr>
<td align="left" valign="middle">Senior</td>
<td align="center" valign="top">25 (24.8)</td>
<td align="center" valign="top">0.752 (0.454, 1.244)</td>
<td align="center" valign="top">0.477 (0.258, 0.885)&#x002A;</td>
<td/>
<td align="center" valign="top">0.417 (0.213, 0.819)&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6"><italic>Monthly basic salary (Yuan)</italic></td>
</tr>
<tr>
<td align="left" valign="top">&#x003C;5,000</td>
<td align="center" valign="top">780 (45.3)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">5,000&#x2013;8,000</td>
<td align="center" valign="top">411 (39.6)</td>
<td align="center" valign="top">0.790 (0.676, 0.924)<sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">0.834 (0.693, 1.005)</td>
<td/>
<td align="center" valign="top">1.126 (0.912, 1.390)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E;8,000</td>
<td align="center" valign="top">33 (32.4)</td>
<td align="center" valign="top">0.578 (0.377, 0.884)<sup>&#x002A;</sup></td>
<td align="center" valign="top">0.750 (0.464, 1.213)</td>
<td/>
<td align="center" valign="top">1.394 (0.809, 2.402)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6"><italic>Area</italic></td>
</tr>
<tr>
<td align="left" valign="top">Eastern</td>
<td align="center" valign="top">364 (39.9)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Central</td>
<td align="center" valign="top">486 (49.7)</td>
<td align="center" valign="top">1.490 (1.242, 1.788)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1.314 (1.074, 1.608)<sup>&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">1.051 (0.836, 1.322)</td>
</tr>
<tr>
<td align="left" valign="top">Western</td>
<td align="center" valign="top">374 (38.4)</td>
<td align="center" valign="top">0.938 (0.780, 1.129)</td>
<td align="center" valign="top">0.899 (0.732, 1.104)</td>
<td/>
<td align="center" valign="top">0.838 (0.665, 1.056)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6"><italic>Hospital</italic></td>
</tr>
<tr>
<td align="left" valign="top">Urban</td>
<td align="center" valign="top">730 (42.1)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Rural county</td>
<td align="center" valign="top">494 (43.8)</td>
<td align="center" valign="top">1.070 (0.920, 1.245)</td>
<td align="center" valign="top">0.918 (0.772, 1.092)</td>
<td/>
<td align="center" valign="top">0.824 (0.677, 1.003)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6"><italic>Work overtime</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Never</td>
<td align="center" valign="top">64 (23.7)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="middle">Sometimes</td>
<td align="center" valign="top">633 (38.5)</td>
<td align="center" valign="top">2.013 (1.495, 2.711)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1.209 (0.869, 1.682)</td>
<td/>
<td align="center" valign="top">0.929 (0.634, 1.361)</td>
</tr>
<tr>
<td align="left" valign="middle">Frequent</td>
<td align="center" valign="top">527 (55.6)</td>
<td align="center" valign="top">4.029 (2.960, 5.484)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1.749 (1.226, 2.494)<sup>&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">1.165 (0.771, 1.759)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6"><italic>Night sleep deprivation</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Never</td>
<td align="center" valign="top">106 (21.2)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="middle">Sometimes</td>
<td align="center" valign="top">389 (36.8)</td>
<td align="center" valign="top">2.168 (1.691, 2.779)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1.893 (1.451, 2.468)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">1.391 (1.030, 1.878)<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="middle">Frequent</td>
<td align="center" valign="top">729 (55.8)</td>
<td align="center" valign="top">4.688 (3.685, 5.963)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">3.169 (2.427, 4.138)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">1.808 (1.333, 2.451)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6"><italic>Workplace violence</italic></td>
</tr>
<tr>
<td align="left" valign="middle">Never</td>
<td align="center" valign="top">56 (14.0)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="middle">Sometimes</td>
<td align="center" valign="top">865 (42.7)</td>
<td align="center" valign="top">4.556 (3.389, 6.124)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">3.603 (2.649, 4.902)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">3.003 (2.119, 4.256)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="middle">Frequent</td>
<td align="center" valign="top">303 (69.5)</td>
<td align="center" valign="top">13.954 (9.849, 19.769)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">9.318 (6.459, 13.444)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">4.767 (3.141, 7.234)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6"><italic>Quality of working life</italic></td>
</tr>
<tr>
<td align="left" valign="top">Physical health</td>
<td/>
<td align="center" valign="top">0.802 (0.778, 0.827)&#x002A;&#x002A;&#x002A;</td>
<td/>
<td align="center" valign="top">0.981 (0.943, 1.020)</td>
<td align="center" valign="top">0.996 (0.956, 1.038)</td>
</tr>
<tr>
<td align="left" valign="top">Mental health</td>
<td/>
<td align="center" valign="top">0.836 (0.819, 0.853)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">0.997 (0.967, 1.027)</td>
<td align="center" valign="top">1.002 (0.970, 1.035)</td>
</tr>
<tr>
<td align="left" valign="top">Job and career satisfaction</td>
<td/>
<td align="center" valign="top">0.792 (0.778, 0.808)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">0.824 (0.804, 0.845)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">0.828 (0.807, 0.850)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Work passion and initiative</td>
<td/>
<td align="center" valign="top">0.795 (0.771, 0.818)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">1.001 (0.960, 1.044)</td>
<td align="center" valign="top">1.012 (0.968, 1.058)</td>
</tr>
<tr>
<td align="left" valign="top">Professional pride</td>
<td/>
<td align="center" valign="top">0.713 (0.686, 0.740)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">0.894 (0.847, 0.943)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">0.896 (0.848, 0.947)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Professional competence</td>
<td/>
<td align="center" valign="top">0.790 (0.750, 0.833)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">1.009 (0.932, 1.092)</td>
<td align="center" valign="top">1.007 (0.927, 1.093)</td>
</tr>
<tr>
<td align="left" valign="top">Balance between work and family</td>
<td/>
<td align="center" valign="top">0.608 (0.577, 0.641)<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td/>
<td align="center" valign="top">0.911 (0.847, 0.981)&#x002A;</td>
<td align="center" valign="top">0.963 (0.891, 1.039)</td>
</tr>
<tr>
<td align="left" valign="top">Cox &#x0026; Snell R<sup>2</sup></td>
<td/>
<td/>
<td align="center" valign="top">0.162</td>
<td align="center" valign="top">0.285</td>
<td align="center" valign="top">0.320</td>
</tr>
<tr>
<td align="left" valign="top">Nagelkerke R<sup>2</sup></td>
<td/>
<td/>
<td align="center" valign="top">0.217</td>
<td align="center" valign="top">0.382</td>
<td align="center" valign="top">0.429</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>OR, Odds Ratio; <sup>&#x002A;</sup><italic>p</italic> &#x003C;&#x2009;0.05; <sup>&#x002A;&#x002A;</sup><italic>p</italic> &#x003C;&#x2009;0.01; <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic> &#x003C;&#x2009;0.001.</p>
</table-wrap-foot>
</table-wrap>
<p>Three multivariate logistic regression models were established. Basic salary became an insignificant predictor of turnover intention after adjustment for variations in other sociodemographic and work characteristics (Model One in <xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<p>QWL explained a higher percentage of variations of turnover intention than the sociodemographic and work characteristics as indicated by the R<sup>2</sup>, with higher job and career satisfaction (AOR&#x2009;=&#x2009;0.824, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), professional pride (AOR&#x2009;=&#x2009;0.894, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), and balance between work and family (AOR&#x2009;=&#x2009;0.911, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) as significant predictors of lower turnover intention (Model Two in <xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<p>The inclusion of both demographic and work characteristics and QWL variables further increased the R<sup>2</sup> of the regression model (Model Three in <xref ref-type="table" rid="tab3">Table 3</xref>). Higher job and career satisfaction (AOR&#x2009;=&#x2009;0.828, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) and professional pride (AOR&#x2009;=&#x2009;0.896, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) remained as significant predictors of lower turnover intention after adjustment for variations of other variables. Workplace violence was the strongest predictor of higher turnover intention (AOR&#x2009;=&#x2009;3.003&#x2013;4.767) amongst the sociodemographic and work characteristics, followed by an age between 30 and 40&#x2009;years (AOR&#x2009;=&#x2009;1.457 relative to &#x003C;30&#x2009;years) and night sleep deprivation (AOR&#x2009;=&#x2009;1.391&#x2013;1.808). Senior professional title had a protective effect (AOR&#x2009;=&#x2009;0.417 relative to no title) on turnover intention. Gender, regional, and workload differences in turnover intention became statistically insignificant.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec16">
<title>Discussion</title>
<p>High levels of turnover intention in clinical nurses are evident in mainland China. Almost 43% of our study participants expressed turnover intention, which is much higher than those revealed in other studies of nurses. A recent meta-analysis reported a pooled global prevalence of turnover intention 27.7% in intensive care nurses from 23 countries (<italic>n</italic>&#x2009;=&#x2009;23,140) (<xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p>QWL is a significant predictor of turnover intention in nurses, according to the findings of our study. We found that higher levels of job and career satisfaction, professional pride, and a balance between work and family are associated with lower turnover intention. These results are consistent with the findings of previous studies. Job satisfaction in nurses and its effects on turnover intention have been well documented (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref36">36</xref>). A meta-analysis of 191 studies concluded that family&#x2013;work conflict is a significant predictor of turnover intention in nurses (<xref ref-type="bibr" rid="ref37">37</xref>). One study of 1,187 registered nurses in 27 healthcare facilities in the Netherlands showed that burnout is a critical factor triggering turnover intention, and work&#x2013;family conflict can aggravate the degree of burnout (<xref ref-type="bibr" rid="ref5">5</xref>). The medical dominance and hierarchical culture in healthcare services have long been a concern for ensuring safety and quality of patient care (<xref ref-type="bibr" rid="ref38">38</xref>), which also jeopardizes professional pride of the nurses (<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref40">40</xref>).</p>
<p>The association between QWL and turnover intention is echoed by the sociodemographic and work-related predictors of turnover intention revealed in our study, such as workplace violence, sleep deprivation, and lower levels of professional title. Overload has been found to be associated with accumulative fatigue (<xref ref-type="bibr" rid="ref41">41</xref>), increased occupational injuries (<xref ref-type="bibr" rid="ref42">42</xref>), and higher turnover intention (<xref ref-type="bibr" rid="ref43">43</xref>) in nurses in previous studies. Night shifts are common in nursing jobs, which can result in night sleep deprivation and shift work disorder (SWD), leading to ill health, reduced working capacity, and turnover intention (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref45">45</xref>). The negative effect of workplace violence on turnover intention has also been reported in previous studies in various settings (<xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref47">47</xref>).</p>
<p>Unfortunately, the current system environment has imposed significant challenges for addressing the above-mentioned concerns. There has been a serious shortage of nursing workforce in China. The doctor-nurse ratio reached 1:1.14 in 2018 (1:1.17 in 2021), but is still lower than that of many other countries and China&#x2019;s national goal of 1:2. Over the past decade, there have been increasing concerns about workplace violence against health workers in China. Indeed, 70.8% of our study participants reported encounter of workplace violence (15.2% frequently). Workplace violence is a dangerous behavior that negatively affects nurses&#x2019; physical and mental health (<xref ref-type="bibr" rid="ref48">48</xref>), and also affects the professional pride of nurses. Tackling workplace violence requires a systems approach involving governmental agencies, funding bodies, healthcare providers, and the public (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref50">50</xref>).</p>
<p>It is important to note that high levels of turnover intention in nurses are likely to be a widespread problem across China. Our multivariate regression modelling showed no gender, regional, and workload differences in turnover intention in nurses. However, higher turnover intention was identified in the nurses aged between 30 and 40&#x2009;years. Nurses in such an age range have accumulated extensive clinical experiences. Many have taken a leadership role. They account for a large, if not the largest, proportion in nursing workforce and are the backbone of nursing services. Losing them may present a profound risk to quality delivery of patient care services.</p>
<p>There is not a silver bullet to address all of the challenges of nursing work environment. The findings of our study imply that targeted interventions are needed to address the concerns of nurses in job and career satisfaction, professional pride, and a balance between work and family. Some researchers recommend the use of robots to help reduce the workload of nurses and to achieve work-life balance (<xref ref-type="bibr" rid="ref51">51</xref>), while others argue that human contacts and empathy are an essential element of nursing services, which is not replaceable (<xref ref-type="bibr" rid="ref52">52</xref>). It is important for healthcare managers to demonstrate increased recognition and appreciation of the professional contributions of nurses. The findings of our study indicate that a proper career pathway and professional promotion may help reduce turnover intention in nurses. However, these need a change in the culture of the healthcare industry. Currently, there exists great inequality between nurses and medical doctors in the professional promotion systems largely because of the varied educational qualification requirements. Arguably, the professional promotion systems should be more closely aligned with job performance rather than prerequisite qualifications. It cannot be overstated how crucial team efforts are in ensuring the high quality of patient care; both medical and nursing services are indispensable for optimal care outcomes (<xref ref-type="bibr" rid="ref38">38</xref>).</p>
<sec id="sec17">
<title>Limitation</title>
<p>This is a cross-sectional survey and no causal links can be assumed. The respondents were asked to self-complete the questionnaire, which is subject to recall and judgmental bias. Future research should explore the underlying mechanisms in the association between QWL and turnover intention and adopt a longitudinal design to establish the causal relationship between the two.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec18">
<title>Conclusion</title>
<p>High levels of turnover intention are evident among nurses employed by public hospitals in China, especially those aged between 30 and 40&#x2009;years. Low quality of work life (QWL) and poor work environments emerge as significant predictors of turnover intention. Targeted interventions are necessary to address nurses&#x2019; concerns related to job and career satisfaction, professional pride, and achieving a balance between work and family. These interventions should adopt a systems approach and aim for a cultural shift in the healthcare industry, fostering greater appreciation for the professional contributions of nursing services.</p>
</sec>
<sec sec-type="data-availability" id="sec19">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec20">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Ethics Committee of Tongji Medical College, Huazhong University of Science and Technology (No: IORG0003571). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin.</p>
</sec>
<sec sec-type="author-contributions" id="sec21">
<title>Author contributions</title>
<p>CT: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SZ: Data curation, Formal Analysis, Investigation, Methodology, Writing &#x2013; original draft. CL: Conceptualization, Methodology, Project administration, Supervision, Writing &#x2013; review &#x0026; editing. RM: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. RC: Data curation, Formal analysis, Methodology, Project administration, Supervision, Writing &#x2013; review &#x0026; editing. TL: Data curation, Formal analysis, Methodology, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec22">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by the National Natural Science Foundation of China (No. 71603077).</p>
</sec>
<ack>
<p>We are grateful to the nursing staff who participated in the study and volunteered to fill out the questionnaire.</p>
</ack>
<sec sec-type="COI-statement" id="sec23">
<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 id="sec100" sec-type="disclaimer">
<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="sec24">
<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.2023.1305620/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2023.1305620/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>
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