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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2025.1517340</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Prevalence and factors affecting anxiety and depression among adult people with physical disabilities in Saudi Arabia: a cross-sectional study</article-title>
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<name><surname>Saleh</surname> <given-names>Khalil A.</given-names></name>
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<name><surname>Ahmed</surname> <given-names>Waled A. M.</given-names></name>
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<name><surname>Alrashedi</surname> <given-names>Habib</given-names></name>
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<name><surname>Alkubati</surname> <given-names>Sameer A.</given-names></name>
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<name><surname>Almoliky</surname> <given-names>Mokhtar Abdu</given-names></name>
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<name><surname>Alrubaiee</surname> <given-names>Gamil Ghaleb</given-names></name>
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<name><surname>Alqalah</surname> <given-names>Talal Ali Hussein</given-names></name>
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<name><surname>Albani</surname> <given-names>Galal Faisal</given-names></name>
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<name><surname>Laradhi</surname> <given-names>Adel Omar</given-names></name>
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<name><surname>Altryfy</surname> <given-names>Meshal Hadi</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Medical Surgical Nursing, College of Nursing, University of Ha&#x2019;il</institution>, <addr-line>Hail</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Community Health Nursing Department, Faculty of Nursing, Al-Baha University</institution>, <addr-line>Al-Baha</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Nursing, Faculty of Medicine and Health Sciences, Hodeida University</institution>, <addr-line>Al Hudaydah</addr-line>, <country>Yemen</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Nursing, Faculty of Medicine and Health Sciences, Taiz University</institution>, <addr-line>Taizz</addr-line>, <country>Yemen</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Community Health, College of Nursing, University of Ha&#x2019;il</institution>, <addr-line>Hail</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Community Health and Nutrition, Al-Razi University</institution>, <addr-line>Sanaa</addr-line>, <country>Yemen</country></aff>
<aff id="aff7"><sup>7</sup><institution>Nursing Division, Faculty of Medicine and Health Sciences, Sana&#x2019;a University</institution>, <addr-line>Sanaa</addr-line>, <country>Yemen</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Maternal and Child Health Nursing, College of Nursing, University of Ha&#x2019;il</institution>, <addr-line>Ha&#x2019;il</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff9"><sup>9</sup><institution>Primary Care Nursing, The Executive Management of the Nursing in Hail Health Cluster</institution>, <addr-line>Ha&#x2019;il</addr-line>, <country>Saudi Arabia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Giovanni Rubeis, Karl Landsteiner University of Health Sciences, Austria</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Venusia Covelli, University of eCampus, Italy</p>
<p>Mohammed Alarabi, King Saud University, Saudi Arabia</p>
<p>Anwar A. Sayed, Taibah University, Saudi Arabia</p></fn>
<corresp id="c001">&#x002A;Correspondence: Khalil A. Saleh, <email>dr.khalil.aden@gmail.com</email></corresp>
<corresp id="c002">Waled A. M. Ahmed, <email>wahmed@bu.edu.sa</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1517340</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Saleh, Ahmed, Alrashedi, Alkubati, almoliky, Alrubaiee, Alqalah, Albani, Laradhi and Altryfy.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Saleh, Ahmed, Alrashedi, Alkubati, almoliky, Alrubaiee, Alqalah, Albani, Laradhi and Altryfy</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>Introduction</title>
<p>Anxiety and depression are among the major challenges that influence the health of individuals, especially those with disabilities. This study aimed to assess the level of anxiety and depression and the factors that affect them among adult individuals with physical disabilities in Hail, Saudi Arabia.</p>
</sec>
<sec>
<title>Methods</title>
<p>A descriptive cross-sectional study recruited 155 adult individuals with physical disabilities in the Hail region of Saudi Arabia. From January to May 2024, data were collected from people with disabilities using an online validated questionnaire based on the satisfaction and the HADS. The survey was sent to people with physical disabilities through the responsible bodies after being given the required permissions. The data were collected using a self-reported questionnaire.</p>
</sec>
<sec>
<title>Results</title>
<p>The research included individuals between 20 and 40 years old, nearly half of whom (47.7%) were women. More than half of the participants were under 25 years old, and 80% of them complained of physical disability, which was mild (62.6%) and due to congenital causes (61.9%). The study findings also showed that 61.8% of people with physical disabilities was satisfied with the provided healthcare services and 32.9 and 18% of them reported high levels of anxiety and depression, respectively. Anxiety was significantly associated with the educational level, degree of disability, presence of chronic illnesses, and parking availability <italic>p</italic> &#x003C; 0.05. Depression was significantly associated with the degree, cause, period of disability, the ability to visit the hospital alone, and the priority in the waiting area (<italic>p</italic> &#x003C; 0.05). These associations were uncertain in correlation linear regression analysis, since moderate disabilities were significant predictors of anxiety and depression while other factors were not significantly associated.</p>
</sec>
<sec>
<title>Discussion</title>
<p>The majority of people with disabilities in Hail, Saudi Arabia complain of borderline to abnormal levels of anxiety compared with one-third of participants in the aspect of depression. Education, degree, type, cause of disability, and presence of chronic diseases had a significant impact on mental health among people with disabilities.</p>
</sec>
</abstract>
<kwd-group>
<kwd>anxiety</kwd>
<kwd>depression</kwd>
<kwd>people with disabilities</kwd>
<kwd>disability</kwd>
<kwd>handicaps</kwd>
<kwd>Hail</kwd>
<kwd>Saudi Arabia</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="41"/>
<page-count count="11"/>
<word-count count="6998"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Health Psychology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>According to the World Health Organization (WHO), over 1.3 billion people, representing 16% of the world&#x2019;s population, have some form of disability (<xref ref-type="bibr" rid="B37">World Health Organization [WHO], 2023</xref>). People with disabilities face additional challenges that may lead to increased levels of stress, anxiety, and depression. Physical limitations and negative societal attitudes may hinder their ability to participate in social activities, affecting personal relationships and community involvement. These barriers can result in social isolation, further diminishing quality of life and exacerbating depressive symptoms (<xref ref-type="bibr" rid="B6">Asdaq et al., 2024</xref>; <xref ref-type="bibr" rid="B14">Gayman et al., 2008</xref>; <xref ref-type="bibr" rid="B38">Yang, 2006</xref>). In recent years, there has been a growing recognition of the need to study the mental health of individuals with disabilities within a comprehensive framework. This includes considering the complex interplay of biological, psychological, and social factors&#x2014;an approach known as the biopsychosocial model. Supporting this perspective is the International Classification of Functioning, Disability, and Health (ICF), developed by the WHO in 2001, which provides a structured framework for understanding disability and health in a holistic context (<xref ref-type="bibr" rid="B35">World Health Organization [WHO], 2007</xref>).</p>
<p>According to the ICF framework, an individual&#x2019;s health is not limited to the presence of a disability or physical illness. It is also influenced by personal factors such as age and self-esteem (<xref ref-type="bibr" rid="B31">Taylor and Stanton, 2007</xref>), as well as environmental factors such as family support, access to health services, and community attitudes (<xref ref-type="bibr" rid="B13">Engel, 1977</xref>; <xref ref-type="bibr" rid="B23">Marmot and Wilkinson, 2005</xref>). The lack of social participation and poor psychosocial support are associated with higher levels of anxiety and depression and poorer quality of life among people with disabilities. This research is also informed by the causal agency theory (<xref ref-type="bibr" rid="B29">Shogren et al., 2017</xref>), which emphasizes self-determination and autonomy as important to psychological wellbeing, and the Family Systems Theory, which holds that family dynamics have a big influence on people&#x2019;s mental health (<xref ref-type="bibr" rid="B18">Huang et al., 2022</xref>). Studies have emphasized the importance of promoting independence and social integration to improve psychological wellbeing and quality of life (<xref ref-type="bibr" rid="B15">Gonz&#x00E1;lez-Ortega et al., 2023</xref>; <xref ref-type="bibr" rid="B33">von Mackensen et al., 2012</xref>).</p>
<p>Anxiety and depression are two of the most common mental disorders in the world. According to the <xref ref-type="bibr" rid="B5">American Psychiatric Association [APA] (2013)</xref>, anxiety is usually defined as excessive worry, nervousness, or fear that interferes with day-to-day functioning, whereas depression is characterized by ongoing sadness, a loss of interest or pleasure, and physical or cognitive symptoms like exhaustion and trouble focussing (<xref ref-type="bibr" rid="B5">American Psychiatric Association [APA], 2013</xref>). According to the World Health Organization, estimated 264 million people worldwide suffered from an anxiety disorder and 322 million from a depressive disorder in 2015, with prevalence rates of 3.6 and 4.4% respectively (<xref ref-type="bibr" rid="B11">de Paula et al., 2020</xref>; <xref ref-type="bibr" rid="B36">World Health Organization [WHO], 2017</xref>). Anxiety, depression, poor self-efficacy, and impaired physical activity among individuals with disability have been identified as an important factors that negatively affect QoL (<xref ref-type="bibr" rid="B10">Choi et al., 2019</xref>; <xref ref-type="bibr" rid="B17">Hu et al., 2022</xref>; <xref ref-type="bibr" rid="B26">Peters et al., 2019</xref>). Therefore, anxiety and depression were selected for investigation due to their high prevalence, clear impact on quality of life, and relevance to national mental health priorities.</p>
<p>Many different factors contribute to the increased suffering of people with disabilities in their daily lives and their ability to access healthcare services, such as gender, age, economic status, community awareness, and religion, which may play an important role in the level of anxiety and depression among people with disabilities. For the suffering of those with disabilities to be prevented or lessened, it is vitally important to determine the factors that contribute to it (<xref ref-type="bibr" rid="B16">Hsieh et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Roy et al., 2023</xref>; <xref ref-type="bibr" rid="B37">World Health Organization [WHO], 2023</xref>).</p>
<p>The Saudi disability survey in 2017, reports that the proportion of Saudis with disabilities (mild, severe, and extreme) is 7.1% of the total population, which is considered one of the social and medical challenges (<xref ref-type="bibr" rid="B39">Yousef, 2019</xref>). According to the 2022 Population and Housing Census, there are (5.1%), or 1,349,585 individuals with disabilities in the Kingdom of Saudi Arabia, and 78% of households with disabilities struggle to involve themselves in society (<xref ref-type="bibr" rid="B30">Statistics GAf, 2023</xref>). Bindawas, in 2018, examined the national and regional prevalence rates of disability, types, and severity in Saudi Arabia survey; in the Hail region, there is about 11,044 (2.1%) people with disabilities were reported (<xref ref-type="bibr" rid="B8">Bindawas and Vennu, 2018</xref>). Depression and anxiety disorders are the fourth and sixth leading causes of disability in Saudi Arabia according to Saudi National Mental Health Survey (2020). But, these were based on a limited sample and are not generalizable (<xref ref-type="bibr" rid="B4">Al-Subaie et al., 2020</xref>). Furthermore, a recent study by <xref ref-type="bibr" rid="B3">Alnasser et al. (2024)</xref>, showed that anxiety prevalence among general population was estimated to be 18% which was associated with physical or chronic conditions (<xref ref-type="bibr" rid="B3">Alnasser et al., 2024</xref>).</p>
<p>Many reasons may lead to disability. Genetic factors and traumatic accidents are among the most important causes in the Kingdom of Saudi Arabia (<xref ref-type="bibr" rid="B1">Albejaidi and Nair, 2019</xref>). The Kingdom of Saudi Arabia pays great attention to people with disabilities by enhancing education, health care, and community support, in addition to enabling them to access all health and service facilities and encouraging their integration into society in a way that enhances their physical and psychological health and quality of life. At the same time, the government has provided many programs that aim to prevent and reduce disability, as well as early detection of disability cases and providing treatment and rehabilitation (<xref ref-type="bibr" rid="B2">Alharbi et al., 2020</xref>; <xref ref-type="bibr" rid="B22">Malik et al., 2024</xref>; <xref ref-type="bibr" rid="B24">Mitchell and Alfuraih, 2018</xref>; <xref ref-type="bibr" rid="B27">Rahman and Qattan, 2021</xref>). This situation emphasizes the importance of paying great attention to people with disabilities to protect their wellbeing and safety.</p>
<p>People with disabilities may require continuous health care support, frequent medical check-ups, home-based assistance, and other supporting services, including equipment provision, which make the care programs quite costly (<xref ref-type="bibr" rid="B19">Iezzoni et al., 2021</xref>). Due to their diseases and a lack of adequate facilities, some people with disabilities must be transferred to nursing facilities. It may be necessary to provide specialized medical, social, psychological, vocational, and other rehabilitative care to manage persons with disabilities (<xref ref-type="bibr" rid="B9">Blunden, 2021</xref>). Emotional and social health is a crucial metric when gauging the general health and wellbeing of individuals from diverse backgrounds. In Saudi Arabia, a country undergoing rapid social and economic change, identifying the health conditions and health services of people with disabilities is critical for policy creation, healthcare provision, and societal engagement (<xref ref-type="bibr" rid="B27">Rahman and Qattan, 2021</xref>).</p>
<p>To the best of our knowledge, the previous studies on disabilities and their related aspects are limited globally, and in the Kingdom of Saudi Arabia. The investigation of the anxiety and depression among people with disabilities may contribute to a clear understanding of people with disabilities&#x2019; needs and policy creation and healthcare provision to such a population. Therefore, this study aimed to investigate the level of anxiety and depression among people with physical disabilities, their satisfaction with and access to healthcare services and to identify the factors affecting their psychological wellbeing in Saudi Arabia. This component was investigated to better understand how service availability and accessibility may influence psychological wellbeing among people with disabilities.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Study design</title>
<p>A descriptive cross-sectional study was conducted among people with physical disabilities in Hail, Saudi Arabia, over 5 months from January to May 2024.</p>
</sec>
<sec id="S2.SS2">
<title>Study population</title>
<p>All adults with disabilities in Hail, Saudi Arabia, with different kinds of disabilities (physical, hearing, and vision) were invited to participate in this study, excluding the people with intellectual disabilities and children. This exclusion was due to the nature of the data collection (self-administered surveys), which made it impractical to involve individuals with intellectual disabilities or children.</p>
</sec>
<sec id="S2.SS3">
<title>Study setting</title>
<p>The study was conducted in the Hail region, which has an area of 128,588 km<sup>2</sup> and is located in the northwest of Saudi Arabia. According to the last census, its population is about 732,000 people. The region is linked to eight governorates and about 100 canters are linked to the governorates.</p>
</sec>
<sec id="S2.SS4">
<title>Sampling and sample size</title>
<p>The study employed convenience sampling to recruit people with physical disabilities. The sample size for the survey was 155 people with physical disabilities. A total of 250 individuals were invited to participate, and 168 completed the survey, 13 of them were excluded because they did not complete the survey, resulting in a response rate of 62%.</p>
</sec>
<sec id="S2.SS5">
<title>Data collection technique and tools</title>
<p>Data was collected using an online survey. The survey was sent to people with physical disabilities after obtaining the required permission from the authorities caring for those people with physical disabilities and obtaining ethical approval. It was distributed under observation of the researcher and authorities caring for those people.</p>
<p>The questionnaire contained three parts; the first part contained the participants&#x2019; sociodemographic characteristics, such as age, gender, type, cause, and duration of disability. The second part measured satisfaction and access to healthcare services, using a tool adapted from previously used instruments in similar studies. It consists of 14 questions related to satisfaction level toward accessibility to the provided healthcare services. The tool used was scored as satisfied, not satisfied or not sure. The scale for the tool was distributed as 1 for satisfied and 0 for other options. The total of 14 points was calculated and categorized as satisfied (7&#x2013;14 points), not satisfied (0&#x2013;6 points).</p>
<p>The third part was the Hospital Anxiety and Depression Scale (HADS), the self-report rating scale comprising 14 items on a 4- 4-point Likert scale (range 0&#x2013;3). It is designed to measure anxiety and depression (7 items for each subscale). The total score is the sum of the 14 items, and for each subscale, the score is the sum of the respective seven items (ranging from 0 to 21). A score of 0&#x2013;7 is considered normal, 8&#x2013;10 is a borderline case, and 11&#x2013;21 is a case (anxiety or depression). (<xref ref-type="bibr" rid="B41">Zigmond and Snaith, 1983</xref>)</p>
<p>The HADS was developed by <xref ref-type="bibr" rid="B41">Zigmond and Snaith (1983)</xref> in 1983. Its purpose is to provide clinicians with an acceptable, reliable, valid, and easy-to-use practical tool for identifying and quantifying depression and anxiety symptoms. It presented high internal consistency; Cronbach&#x2019;s &#x03B1; coefficient was 0.884 (0.829 for anxiety and 0.840 for depression) and stability (test-retest intraclass correlation coefficient 0.944). It was translated into the Arabic language by <xref ref-type="bibr" rid="B32">Terkawi et al. (2017)</xref>. The version translated by <xref ref-type="bibr" rid="B32">Terkawi et al. (2017)</xref> was utilized and tested among individuals with disabilities in another region of the country. The results demonstrated that it is both valid and reliable, with acceptable levels of internal consistency. The Cronbach&#x2019;s &#x03B1; for the HADS anxiety subscale was 0.83 (95% CI: 0.79&#x2013;0.88), and for the HADS depression subscale, it was 0.77 (95% CI: 0.70&#x2013;0.83).</p>
</sec>
<sec id="S2.SS6">
<title>Data analysis</title>
<p>The data were analyzed using descriptive statistics such as frequencies and percentages in addition to mean and standard deviation for numerical variables such as anxiety and depression scores which were used to summarized the scores of numerical variables included in the our preliminary data, and inferential statistics such as One-way ANOVA and independent <italic>t</italic>-tests were used to determine the relationship between the study variables. HADS scores were treated as continuous variables in all inferential analyses in accordance with previous research. Multiple linear regression was used to determine the factors affecting anxiety and depression. Data were analyzed using the program SPSS 21.0 for Windows (SPSS, Inc., Chicago, IL) with statistical significance set at <italic>P</italic> &#x003C; 0.05.</p>
</sec>
<sec id="S2.SS7">
<title>Ethical approval</title>
<p>Ethical approval was obtained from the University of Hail Institutional Review Board (IRB Approval Number: H-2023-394, Date: October 30, 2023). The participants who were willing to participate received a cover letter explaining the purpose and outcomes of the study, and we assured them that their participation was voluntary, with the right to withdraw without any penalty at any time. Furthermore, ethical conduct was maintained during data collection and throughout the research process. The data will be kept strictly confidential.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Sociodemographic characteristics of participants</title>
<p>Among 155 participants in this study, the participants were both males (52.3%) and females (47.7%), and those under 25 years of age were (53.5%); the majority of them (86.5%) lived in rural areas, and most of them were single. The educational level of 46.5% was secondary school education, and more than half were students. Regarding disability, most of them suffer from mild physical disability due to congenital causes since birth (62.6%), (61.9%), and (61.3%) respectively (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Demographic characteristics of the participants (<italic>N</italic> = 155).</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Variable</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Categories</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Frequency n (%)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="3">Age</td>
<td valign="top" align="left">&#x003C;25 years</td>
<td valign="top" align="left">83 (53.5%)</td>
</tr>
<tr>
<td valign="top" align="left">25&#x2013;30 years</td>
<td valign="top" align="left">46 (29.7%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x003E;30 years</td>
<td valign="top" align="left">26 (16.8%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Gender</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="left">81 (52.3%)</td>
</tr>
<tr>
<td valign="top" align="left">Female</td>
<td valign="top" align="left">74 (47.7%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Residence</td>
<td valign="top" align="left">Urban</td>
<td valign="top" align="left">134 (86.5%)</td>
</tr>
<tr>
<td valign="top" align="left">Rural</td>
<td valign="top" align="left">21 (13.5%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Marital status</td>
<td valign="top" align="left">Single</td>
<td valign="top" align="left">110 (71%)</td>
</tr>
<tr>
<td valign="top" align="left">Married</td>
<td valign="top" align="left">39 (25.2%)</td>
</tr>
<tr>
<td valign="top" align="left">Divorced</td>
<td valign="top" align="left">6 (3.9%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="4">Education</td>
<td valign="top" align="left">Secondary school</td>
<td valign="top" align="left">72 (46.5%)</td>
</tr>
<tr>
<td valign="top" align="left">Diploma</td>
<td valign="top" align="left">37 (23.9%)</td>
</tr>
<tr>
<td valign="top" align="left">Bachelor</td>
<td valign="top" align="left">44 (28.4%)</td>
</tr>
<tr>
<td valign="top" align="left">Master</td>
<td valign="top" align="left">2 (1.3%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Job</td>
<td valign="top" align="left">Student</td>
<td valign="top" align="left">89 (57.4%)</td>
</tr>
<tr>
<td valign="top" align="left">Unemployed</td>
<td valign="top" align="left">28 (18.1%)</td>
</tr>
<tr>
<td valign="top" align="left">Employed</td>
<td valign="top" align="left">38 (24.5%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Type of disability</td>
<td valign="top" align="left">Physical</td>
<td valign="top" align="left">124 (80.0%)</td>
</tr>
<tr>
<td valign="top" align="left">Hearing</td>
<td valign="top" align="left">16 (10.3%)</td>
</tr>
<tr>
<td valign="top" align="left">Visual</td>
<td valign="top" align="left">15 (9.7%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Degree of disability</td>
<td valign="top" align="left">Mild</td>
<td valign="top" align="left">97 (62.6%)</td>
</tr>
<tr>
<td valign="top" align="left">Moderate</td>
<td valign="top" align="left">41 (26.5%)</td>
</tr>
<tr>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">17 (11.0%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Cause of disability</td>
<td valign="top" align="left">Congenital</td>
<td valign="top" align="left">96 (61.9%)</td>
</tr>
<tr>
<td valign="top" align="left">Disease</td>
<td valign="top" align="left">24 (15.5%)</td>
</tr>
<tr>
<td valign="top" align="left">Trauma</td>
<td valign="top" align="left">35 (22.6%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="4">Period of disability</td>
<td valign="top" align="left">Since Birth</td>
<td valign="top" align="left">95 (61.3%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;1 years</td>
<td valign="top" align="left">14 (9.0%)</td>
</tr>
<tr>
<td valign="top" align="left">1&#x2013;5 years</td>
<td valign="top" align="left">30 (19.4%)</td>
</tr>
<tr>
<td valign="top" align="left">&#x003E;5 years</td>
<td valign="top" align="left">16 (10.3%)</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S3.SS2">
<title>Access to healthcare services and satisfaction levels</title>
<p>Overall satisfaction with healthcare services among participants was 61.8%. Most respondents had health insurance (78.1%) and reported receiving care from physicians and nurses positively. However, aspects of physical accessibility such as toilet accommodations and emergency response infrastructure were reported as insufficient (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Health care access and satisfaction of people with physical disabilities (<italic>N</italic> = 155).</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Variable</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Categories</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Frequency n (%)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="2">Health insurance</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">121 (78.1%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">34 (21.9%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Presence of chronic illness</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">27 (17.4%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">128 (82.6%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Visiting the hospital alone</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">105 (67.7%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">50 (32.3%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Waiting area: comfortable seats</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">123 (79.4%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">32 (20.6%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Waiting area: priority in waiting</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">93 (60.0%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">47 (30.3%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">15 (9.7%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Toilets: only for people with disabilities</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">95 (61.3%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">16 (10.3%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">44 (28.4%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Toilets: door opens outward</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">11 (7.1%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">127 (81.9%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">17 (11.0%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Toilets: emergency button or phone</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">27 (17.4%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">42 (27.1%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">86 (55.5%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Parking for people with disabilities</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">130 (83.9%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">24 (15.5%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">1 (0.6%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Parking sufficiency</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">121 (78.1%)</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">28 (18.1%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">6 (3.9%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Satisfaction to physicians</td>
<td valign="top" align="left">Satisfied</td>
<td valign="top" align="left">121 (78.1%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Satisfied</td>
<td valign="top" align="left">27 (17.4%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">7 (4.5%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Satisfaction to nurses</td>
<td valign="top" align="left">Satisfied</td>
<td valign="top" align="left">127 (81.9%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Satisfied</td>
<td valign="top" align="left">17 (11.0%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">11 (7.1%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Satisfaction to physiotherapist</td>
<td valign="top" align="left">Satisfied</td>
<td valign="top" align="left">101 (65.2%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Satisfied</td>
<td valign="top" align="left">18 (11.6%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">36 (23.2%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Satisfaction to reception staff</td>
<td valign="top" align="left">Satisfied</td>
<td valign="top" align="left">118 (76.1%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Satisfied</td>
<td valign="top" align="left">10 (6.5%)</td>
</tr>
<tr>
<td valign="top" align="left">Not Sure</td>
<td valign="top" align="left">27 (17.4%)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Total satisfaction</td>
<td valign="top" align="left">Satisfied</td>
<td valign="top" align="left">61.8%</td>
</tr>
<tr>
<td valign="top" align="left">Not satisfaction</td>
<td valign="top" align="left">38.2%</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S3.SS3">
<title>Prevalence of anxiety and depression</title>
<p>Among the participants, 32.9% reported high levels of anxiety, while 18% had high levels of depression. These findings highlight a significant burden of psychological distress among people with disabilities (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Prevalence of anxiety and depression among people with disabilities.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-16-1517340-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>The association of sociodemographic characteristics with the incidence of anxiety and depression</title>
<p>Statistical analysis revealed that education level had a significant association with anxiety scores (<italic>p</italic> = 0.03), where individuals with only secondary school education scored significantly higher in anxiety compared to those having a diploma or bachelor&#x2019;s degree. In contrast, there was no statistical significance in the level of anxiety and depression scores with different ages, genders, residences, marital statuses, and jobs (<italic>p</italic> &#x003E; 0.05) (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Association between the sociodemographic characteristics and anxiety and depression scores among people with physical disabilities (<italic>N</italic> = 155).</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Characteristics</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Anxiety</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Depression</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Mean &#x00B1; SD</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Mean &#x00B1; SD</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Age</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;25 years</td>
<td valign="top" align="center">8.61 &#x00B1; 4.67</td>
<td valign="top" align="center">0.32</td>
<td valign="top" align="center">6.28 &#x00B1; 3.95</td>
<td valign="top" align="center">0.115</td>
</tr>
<tr>
<td valign="top" align="left">25&#x2013;30 years</td>
<td valign="top" align="center">8.65 &#x00B1; 4.49</td>
<td/>
<td valign="top" align="center">5.72 &#x00B1; 3.15</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x003E;30 years</td>
<td valign="top" align="center">10.12 &#x00B1; 4.26</td>
<td/>
<td valign="top" align="center">7.58 &#x00B1; 3.34</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Gender</bold></td>
</tr>
<tr>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">8.89 &#x00B1; 4.72</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">6.15 &#x00B1; 3.27</td>
<td valign="top" align="center">0.521</td>
</tr>
<tr>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">8.86 &#x00B1; 4.40</td>
<td/>
<td valign="top" align="center">6.53 &#x00B1; 4.06</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Residence</bold></td>
</tr>
<tr>
<td valign="top" align="left">Urban</td>
<td valign="top" align="center">8.89 &#x00B1; 4.61</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">6.41 &#x00B1; 3.82</td>
<td valign="top" align="center">0.486</td>
</tr>
<tr>
<td valign="top" align="left">Rural</td>
<td valign="top" align="center">8.81 &#x00B1; 4.35</td>
<td/>
<td valign="top" align="center">5.81 &#x00B1; 2.42</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Marital status</bold></td>
</tr>
<tr>
<td valign="top" align="left">Single</td>
<td valign="top" align="center">9.01 &#x00B1; 4.71</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">6.30 &#x00B1; 3.80</td>
<td valign="top" align="center">0.848</td>
</tr>
<tr>
<td valign="top" align="left">Married</td>
<td valign="top" align="center">8.50 &#x00B1; 4.13</td>
<td/>
<td valign="top" align="center">6.43 &#x00B1; 3.27</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Education</bold></td>
</tr>
<tr>
<td valign="top" align="left">Secondary school</td>
<td valign="top" align="center">9.64 &#x00B1; 4.71</td>
<td valign="top" align="center"><bold>0.03</bold></td>
<td valign="top" align="center">6.35 &#x00B1; 3.51</td>
<td valign="top" align="center">0.687</td>
</tr>
<tr>
<td valign="top" align="left">Diploma</td>
<td valign="top" align="center">9.27 &#x00B1; 4.59</td>
<td/>
<td valign="top" align="center">6.70 &#x00B1; 3.54</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Bachelor</td>
<td valign="top" align="center">7.37 &#x00B1; 3.99</td>
<td/>
<td valign="top" align="center">6.00 &#x00B1; 4.01</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Job</bold></td>
</tr>
<tr>
<td valign="top" align="left">Employed</td>
<td valign="top" align="center">9.20 &#x00B1; 4.74</td>
<td valign="top" align="center">0.127</td>
<td valign="top" align="center">6.50 &#x00B1; 3.90</td>
<td valign="top" align="center">0.321</td>
</tr>
<tr>
<td valign="top" align="left">Unemployed</td>
<td valign="top" align="center">7.89 &#x00B1; 3.84</td>
<td/>
<td valign="top" align="center">5.82 &#x00B1; 2.76</td>
<td/>
</tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S3.SS5">
<title>The association of health status, access, and satisfaction of people with physical disabilities with the incidence of anxiety and depression</title>
<p>The results showed that there was a significant association between the level of anxiety scores and degree of disability, presence of chronic diseases, and parking sufficiency (<italic>p</italic> &#x003C; 0.001, 0.021, and 0.022, respectively). Other results showed a statistically significant level of depression scores and degree of disability, cause of disability, period of disability, visiting the hospital alone, and priority in the waiting area (<italic>p</italic> &#x003C; 0.001, 0.024, 0.021, 0.048, and 0.045, respectively) (<xref ref-type="table" rid="T4">Tables 4</xref>, <xref ref-type="table" rid="T5">5</xref>).</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Association between health status of people with physical disabilities with the overall anxiety and depression (<italic>N</italic> = 155).</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Variables</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Anxiety</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Depression</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Mean &#x00B1; SD</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Mean &#x00B1; SD</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Type of disability</bold></td>
</tr>
<tr>
<td valign="top" align="left">Physical</td>
<td valign="top" align="center">9.05 &#x00B1; 4.72</td>
<td valign="top" align="center">0.508</td>
<td valign="top" align="center">6.31 &#x00B1; 3.58</td>
<td valign="top" align="center">0.975</td>
</tr>
<tr>
<td valign="top" align="left">Visual</td>
<td valign="top" align="center">7.60 &#x00B1; 3.96</td>
<td/>
<td valign="top" align="center">6.53 &#x00B1; 4.42</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Hearing</td>
<td valign="top" align="center">8.75 &#x00B1; 3.71</td>
<td/>
<td valign="top" align="center">6.31 &#x00B1; 3.79</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Degree of disability</bold></td>
</tr>
<tr>
<td valign="top" align="left">Mild</td>
<td valign="top" align="center">7.65 &#x00B1; 4.16</td>
<td valign="top" align="center"><bold>0.001</bold></td>
<td valign="top" align="center">4.97 &#x00B1; 2.67</td>
<td valign="top" align="center"><italic>p</italic> &#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Moderate</td>
<td valign="top" align="center">10.44 &#x00B1; 4.24</td>
<td/>
<td valign="top" align="center">8.15 &#x00B1; 4.06</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Severe</td>
<td valign="top" align="center">12.12 &#x00B1; 4.97</td>
<td/>
<td valign="top" align="center">9.71 &#x00B1; 3.64</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Cause of disability</bold></td>
</tr>
<tr>
<td valign="top" align="left">Congenital</td>
<td valign="top" align="center">8.78 &#x00B1; 4.70</td>
<td valign="top" align="center">0.326</td>
<td valign="top" align="center">5.76 &#x00B1; 3.34</td>
<td valign="top" align="center"><bold>0.024</bold></td>
</tr>
<tr>
<td valign="top" align="left">Disease</td>
<td valign="top" align="center">10.08 &#x00B1; 3.99</td>
<td/>
<td valign="top" align="center">7.92 &#x00B1; 4.60</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Trauma</td>
<td valign="top" align="center">8.31 &#x00B1; 4.50</td>
<td/>
<td valign="top" align="center">6.80 &#x00B1; 3.50</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Period of disability</bold></td>
</tr>
<tr>
<td valign="top" align="left">Since birth</td>
<td valign="top" align="center">8.76 &#x00B1; 4.68</td>
<td valign="top" align="center">0.882</td>
<td valign="top" align="center">5.69 &#x00B1; 3.38</td>
<td valign="top" align="center"><bold>0.021</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x003C; 1 yrs</td>
<td valign="top" align="center">9.29 &#x00B1; 4.23</td>
<td/>
<td valign="top" align="center">6.79 &#x00B1; 3.14</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">1&#x2013;5 yrs</td>
<td valign="top" align="center">9.33 &#x00B1; 4.48</td>
<td/>
<td valign="top" align="center">6.97 &#x00B1; 3.62</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x003E; 5 yrs</td>
<td valign="top" align="center">8.38 &#x00B1; 4.54</td>
<td/>
<td valign="top" align="center">8.50 &#x00B1; 4.82</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Health insurance</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">9.20 &#x00B1; 4.66</td>
<td valign="top" align="center">0.098</td>
<td valign="top" align="center">6.28 &#x00B1; 3.42</td>
<td valign="top" align="center">0.759</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">7.74 &#x00B1; 4.04</td>
<td/>
<td valign="top" align="center">6.50 &#x00B1; 4.45</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Presence of chronic diseases</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">10.70 &#x00B1; 4.60</td>
<td valign="top" align="center"><bold>0.021</bold></td>
<td valign="top" align="center">7.48 &#x00B1; 3.52</td>
<td valign="top" align="center">0.072</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">8.49 &#x00B1; 4.47</td>
<td/>
<td valign="top" align="center">6.09 &#x00B1; 3.65</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Bold values represent statistically significant results at <italic>p</italic> &#x003C; 0.05.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>Association between health care access, and satisfaction of people with physical disabilities with the overall anxiety and depression (<italic>N</italic> = 155).</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Variables</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Anxiety</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Depression</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Mean &#x00B1; SD</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Mean &#x00B1; SD</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Health care access</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">9.00 &#x00B1; 4.78</td>
<td valign="top" align="left">0.629</td>
<td valign="top" align="left">6.03 &#x00B1; 3.27</td>
<td valign="top" align="left">0.139</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">8.62 &#x00B1; 4.09</td>
<td/>
<td valign="top" align="left">6.96 &#x00B1; 4.34</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Visiting the hospital alone</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">8.89 &#x00B1; 4.44</td>
<td valign="top" align="left">0.963</td>
<td valign="top" align="left">6.03 &#x00B1; 3.27</td>
<td valign="top" align="left"><bold>0.048</bold></td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">8.84 &#x00B1; 5.06</td>
<td/>
<td valign="top" align="left">7.47 &#x00B1; 4.78</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Priority in waiting area</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">8.86 &#x00B1; 4.43</td>
<td valign="top" align="left">0.860</td>
<td valign="top" align="left">6.19 &#x00B1; 3.35</td>
<td valign="top" align="left"><bold>0.045</bold></td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">9.44 &#x00B1; 5.61</td>
<td/>
<td valign="top" align="left">8.44 &#x00B1; 4.93</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Not sure</td>
<td valign="top" align="left">8.70 &#x00B1; 4.53</td>
<td/>
<td valign="top" align="left">5.86 &#x00B1; 3.62</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Toilets: for people with disabilities</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">8.82 &#x00B1; 5.40</td>
<td valign="top" align="left">0.985</td>
<td valign="top" align="left">7.64 &#x00B1; 4.30</td>
<td valign="top" align="left">0.213</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">8.91 &#x00B1; 4.49</td>
<td/>
<td valign="top" align="left">6.37 &#x00B1; 3.67</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Not sure</td>
<td valign="top" align="left">8.71 &#x00B1; 4.77</td>
<td/>
<td valign="top" align="left">5.18 &#x00B1; 2.96</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Parking sufficiency</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">9.18 &#x00B1; 4.38</td>
<td valign="top" align="left"><bold>0.022</bold></td>
<td valign="top" align="left">6.33 &#x00B1; 3.51</td>
<td valign="top" align="left">0.477</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="left">8.61 &#x00B1; 5.17</td>
<td/>
<td valign="top" align="left">6.68 &#x00B1; 4.53</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Not sure</td>
<td valign="top" align="left">4.00 &#x00B1; 2.00</td>
<td/>
<td valign="top" align="left">4.67 &#x00B1; 1.21</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Satisfaction to Physicians</bold></td>
</tr>
<tr>
<td valign="top" align="left">Satisfied</td>
<td valign="top" align="left">9.02 &#x00B1; 4.60</td>
<td valign="top" align="left">0.305</td>
<td valign="top" align="left">6.29 &#x00B1; 3.66</td>
<td valign="top" align="left">0.968</td>
</tr>
<tr>
<td valign="top" align="left">Not satisfied</td>
<td valign="top" align="left">8.89 &#x00B1; 4.52</td>
<td/>
<td valign="top" align="left">6.48 &#x00B1; 3.52</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Not sure</td>
<td valign="top" align="left">6.29 &#x00B1; 3.77</td>
<td/>
<td valign="top" align="left">6.43 &#x00B1; 4.72</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Satisfaction to nurses</bold></td>
</tr>
<tr>
<td valign="top" align="left">Satisfied</td>
<td valign="top" align="left">8.94 &#x00B1; 4.59</td>
<td valign="top" align="left">0.483</td>
<td valign="top" align="left">6.31 &#x00B1; 3.60</td>
<td valign="top" align="left">0.915</td>
</tr>
<tr>
<td valign="top" align="left">Not satisfied</td>
<td valign="top" align="left">9.41 &#x00B1; 4.32</td>
<td/>
<td valign="top" align="left">6.65 &#x00B1; 3.79</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Not sure</td>
<td valign="top" align="left">7.36 &#x00B1; 4.72</td>
<td/>
<td valign="top" align="left">6.09 &#x00B1; 4.39</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Satisfaction to physiotherapist</bold></td>
</tr>
<tr>
<td valign="top" align="left">Satisfied</td>
<td valign="top" align="left">9.18 &#x00B1; 4.76</td>
<td valign="top" align="left">0.273</td>
<td valign="top" align="left">6.27 &#x00B1; 3.50</td>
<td valign="top" align="left">0.957</td>
</tr>
<tr>
<td valign="top" align="left">Not satisfied</td>
<td valign="top" align="left">9.33 &#x00B1; 5.02</td>
<td/>
<td valign="top" align="left">6.50 &#x00B1; 3.82</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Not sure</td>
<td valign="top" align="left">7.81 &#x00B1; 3.59</td>
<td/>
<td valign="top" align="left">6.42 &#x00B1; 4.09</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Bold values represent statistically significant results at <italic>p</italic> &#x003C; 0.05.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS6">
<title>Multivariate analysis: predictors of anxiety and depression</title>
<p>A multiple linear regression was conducted to identify predictors of anxiety among people with physical disabilities. The model showed that individuals with moderate disabilities were significantly more likely to have higher anxiety scores compared to those with mild disabilities (&#x03B2; = &#x2212;0.711; 95% CI: &#x2212;0.992, &#x2212;0.431; <italic>p</italic> &#x003C; 0.001). Additionally, uncertainty about the availability of sufficient parking was also a significant predictor of increased anxiety (&#x03B2; = &#x2212;0.928; 95% CI: &#x2212;1.562, &#x2212;0.295; <italic>p</italic> = 0.004). Although educational level and presence of chronic diseases were included in the model, they did not reach statistical significance (<italic>p</italic> &#x003E; 0.05) (<xref ref-type="table" rid="T6">Table 6</xref>).</p>
<table-wrap position="float" id="T6">
<label>TABLE 6</label>
<caption><p>Multiple linear regression of predictors of anxiety among people with physical disabilities.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Variable</td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;">Anxiety</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">&#x03B2;</td>
<td valign="top" align="left" colspan="2" style="color:#ffffff;background-color: #7f8080;">95% CI for &#x03B2;</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Education</bold></td>
</tr>
<tr>
<td valign="top" align="left">Secondary school</td>
<td valign="top" align="center">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Diploma</td>
<td valign="top" align="center">0.006</td>
<td valign="top" align="center">&#x2212;0.299</td>
<td valign="top" align="center">0.312</td>
<td valign="top" align="center">0.968</td>
</tr>
<tr>
<td valign="top" align="left">Bachelor</td>
<td valign="top" align="center">&#x2212;0.273</td>
<td valign="top" align="center">&#x2212;0.558</td>
<td valign="top" align="center">0.012</td>
<td valign="top" align="center">0.060</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Degree of disability</bold></td>
</tr>
<tr>
<td valign="top" align="left">Mild</td>
<td valign="top" align="center">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Moderate</td>
<td valign="top" align="center">&#x2212;0.711</td>
<td valign="top" align="center">&#x2212;0.992</td>
<td valign="top" align="center">&#x2212;0.431</td>
<td valign="top" align="center"><bold>0.000</bold></td>
</tr>
<tr>
<td valign="top" align="left">Severe</td>
<td valign="top" align="center">0.277</td>
<td valign="top" align="center">&#x2212;0.167</td>
<td valign="top" align="center">0.720</td>
<td valign="top" align="center">0.219</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Presence of chronic diseases</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">&#x2212;0.285</td>
<td valign="top" align="center">&#x2212;0.606</td>
<td valign="top" align="center">0.036</td>
<td valign="top" align="center">0.081</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Parking Sufficiency</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">&#x2212;0.234</td>
<td valign="top" align="center">&#x2212;0.557</td>
<td valign="top" align="center">0.089</td>
<td valign="top" align="center">0.155</td>
</tr>
<tr>
<td valign="top" align="left">Not sure</td>
<td valign="top" align="center">&#x2212;0.928</td>
<td valign="top" align="center">&#x2212;1.562</td>
<td valign="top" align="center">&#x2212;0.295</td>
<td valign="top" align="center"><bold>0.004</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Bold values represent statistically significant results at <italic>p</italic> &#x003C; 0.05.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Regarding depression, the analysis revealed that the severity of disability was a strong and significant predictor. Participants with moderate disabilities had higher depression scores (&#x03B2; = 0.507; 95% CI: 0.238, 0.776; <italic>p</italic> &#x003C; 0.001), and those with severe disabilities had even higher scores (&#x03B2; = 1.037; 95% CI: 0.660, 1.414; <italic>p</italic> &#x003C; 0.001), compared to those with mild disabilities. Other variables, such as cause and duration of disability, visiting the hospital alone, and waiting area priority, did not show significant associations with depression levels (<xref ref-type="table" rid="T7">Table 7</xref>).</p>
<table-wrap position="float" id="T7">
<label>TABLE 7</label>
<caption><p>Multiple linear regression of predictors of depression among people with physical disabilities.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Variable</td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;">Depression</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">B</td>
<td valign="top" align="left" colspan="2" style="color:#ffffff;background-color: #7f8080;">95% CI for &#x03B2;</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Degree of disability</bold></td>
</tr>
<tr>
<td valign="top" align="left">Mild</td>
<td valign="top" align="center">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Moderate</td>
<td valign="top" align="center">0.507</td>
<td valign="top" align="center">0.238</td>
<td valign="top" align="center">0.776</td>
<td valign="top" align="center">p &#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Severe</td>
<td valign="top" align="center">1.037</td>
<td valign="top" align="center">0.660</td>
<td valign="top" align="center">1.414</td>
<td valign="top" align="center">p &#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Cause of disability</bold></td>
</tr>
<tr>
<td valign="top" align="left">Congenital</td>
<td valign="top" align="center">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Disease</td>
<td valign="top" align="center">0.463</td>
<td valign="top" align="center">&#x2212;0.115</td>
<td valign="top" align="center">1.041</td>
<td valign="top" align="center">0.116</td>
</tr>
<tr>
<td valign="top" align="left">Trauma</td>
<td valign="top" align="center">0.063</td>
<td valign="top" align="center">&#x2212;0.515</td>
<td valign="top" align="center">0.642</td>
<td valign="top" align="center">0.829</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Period of disability</bold></td>
</tr>
<tr>
<td valign="top" align="left">From birth</td>
<td valign="top" align="center">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x003C; 1 year</td>
<td valign="top" align="center">&#x2212;0.021</td>
<td valign="top" align="center">&#x2212;0.661</td>
<td valign="top" align="center">0.620</td>
<td valign="top" align="center">0.949</td>
</tr>
<tr>
<td valign="top" align="left">1&#x2013;5 years</td>
<td valign="top" align="center">&#x2212;0.060</td>
<td valign="top" align="center">&#x2212;0.636</td>
<td valign="top" align="center">0.517</td>
<td valign="top" align="center">0.838</td>
</tr>
<tr>
<td valign="top" align="left">&#x003E; 5 years</td>
<td valign="top" align="center">&#x2212;0.096</td>
<td valign="top" align="center">&#x2212;0.731</td>
<td valign="top" align="center">0.538</td>
<td valign="top" align="center">0.765</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Visiting hospital alone</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">&#x2212;0.016</td>
<td valign="top" align="center">&#x2212;0.269</td>
<td valign="top" align="center">0.238</td>
<td valign="top" align="center">0.902</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold>Priority in waiting area</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">Reference</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">0.063</td>
<td valign="top" align="center">&#x2212;0.176</td>
<td valign="top" align="center">0.302</td>
<td valign="top" align="center">0.602</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>This study was the first study in Saudi Arabia to assess the anxiety and depression levels and associated factors among people with physical disabilities. Our study found a high rate of anxiety and depression among individuals with physical disabilities, which is in line with previous studies investigating these conditions among people with disabilities and it is crucial to explore the potential mechanisms contributing to these psychological outcomes. A key explanatory framework is the biopsychosocial model, which suggests that psychological wellbeing in individuals with disabilities is influenced by a dynamic interplay of biological limitations, psychological resilience, and social context. For example, as <xref ref-type="bibr" rid="B25">Mushtaq and Akhouri (2016)</xref> indicated individuals with disabilities typically have low self-esteem, which raises their anxiety and depressive symptoms. This situation may integrate both the effects of the disability and social attitudes toward people with disability, making those people feel low self-esteem and increasing vulnerability to developing anxiety and depression (<xref ref-type="bibr" rid="B25">Mushtaq and Akhouri, 2016</xref>). Compared to national estimates (<xref ref-type="bibr" rid="B3">Alnasser et al., 2024</xref>), this study showed more prevalent anxiety and depression appeared among people with disabilities, which is consistent with other research showing a link between psychological problems and physical disabilities (<xref ref-type="bibr" rid="B12">Dong et al., 2020</xref>; <xref ref-type="bibr" rid="B34">Wang et al., 2022</xref>; <xref ref-type="bibr" rid="B40">Zahra et al., 2022</xref>).</p>
<p>Similar findings were found in studies conducted on similar conditions; studies conducted on people with multiple sclerosis (MS) have also shown significant associations between physical disability and psychological issues. In a similar line to this study&#x2019;s findings, a study conducted by <xref ref-type="bibr" rid="B20">Jones et al. (2014)</xref> reflected that people with disabilities were more likely to have anxiety and depression (<xref ref-type="bibr" rid="B20">Jones et al., 2014</xref>). The presence of chronic conditions such as MS, in addition to the physical disabilities of the people, may justify this association. The findings are consistent with several psychological theories that explain the psychiatric health challenges faced by individuals with severe physical disabilities. According to the causal agency theory emphasizes the role of autonomy in psychological wellbeing, suggesting that the inability to make independent decisions, such as attending medical appointments without assistance, may increase feelings of helplessness. Additionally, family systems theory highlights how inadequate or overly dependent family dynamics can exacerbate emotional distress (<xref ref-type="bibr" rid="B18">Huang et al., 2022</xref>; <xref ref-type="bibr" rid="B29">Shogren et al., 2017</xref>).</p>
<p>One notable area of interest is the protective role of physical activity, highlighted in a study by <xref ref-type="bibr" rid="B7">Battalio et al. (2020)</xref>, individuals with disabilities who engaged in physical activity reported lower anxiety and depression scores (<xref ref-type="bibr" rid="B7">Battalio et al., 2020</xref>). In this study, people with severe disabilities may be unable to engage in physical activity, which could partly justify the higher rates of anxiety and depression scores among this group of people. This underscores the need for interventions to promote physical activity suitable for the abilities of people with disabilities, which could result in lowering psychiatric health issues.</p>
<p>Furthermore, intellectual disabilities are also associated with a higher incidence of anxiety and depression among people with disabilities; a meta-analysis by Ma&#x00EF;ano et al. (2018) reflected that youth with intellectual disabilities are at higher risk of having these types of psychological issues . However, this study focused on physically people with disabilities; the connection between intellectual impairments and psychological problems underscores the need for comprehensive psychological services that mitigate both physical and intellectual disabilities. Integrating mental health screening into routine healthcare for people with disabilities could be beneficial in early detection and appropriate management of anxiety and depression.</p>
<p>The association between physical disabilities and psychological issues is not limited to adults or young people. A study by <xref ref-type="bibr" rid="B12">Dong et al. (2020)</xref> indicated that older people&#x2019;s depression and anxiety were strongly correlated with physical disabilities, leading to a decrease in both psychological and physical health (<xref ref-type="bibr" rid="B12">Dong et al., 2020</xref>). Our findings echo this, reinforcing the need for a lifespan approach to psychological care for people with disabilities, including proactive screening and ongoing mental health support at all age stages.</p>
<p>These associations were uncertain in correlation linear regression analysis, since moderate disabilities were significant associated with higher anxiety levels among people with disabilities while other factors were not significantly associated with anxiety. Furthermore, the linear regression indicates that moderate to severe degrees of disability were linked to higher depression score among people with physical disabilities in Hail, Saudi Arabia.</p>
<p>The low <italic>p</italic>-values observed in the bivariate analysis, particularly for the variables &#x201C;visiting hospital alone,&#x201D; &#x201C;priority in the waiting area,&#x201D; and &#x201C;parking sufficiency,&#x201D; suggest that individuals who responded affirmatively to these items&#x2014;i.e., those who reported going to the hospital alone, having priority in the waiting area, and access to sufficient parking&#x2014;had higher depression scores. This finding is counterintuitive, and importantly, the associations disappear in the multiple regression analysis, indicating that the initial correlations were likely due to collinearity with another variable, most likely the degree of disability severity.</p>
<p>However, the significant findings of this study, there are some limitations. The first limitation is that it was conducted on a small sample size and located only in the Hail region, which may limit the generalizability of the study findings. Another limitation is that the study was conducted through an online self-reported survey, which could have been associated with inappropriate responses or irrelevant participants. In addition, the HADS is a screening tool for symptoms of anxiety and depression, not a diagnostic instrument. Therefore, the results reflect psychological distress levels, not confirmed clinical diagnoses. Although the HADS provides generally used cut-off points for categorizing scores into &#x201C;normal,&#x201D; &#x201C;borderline,&#x201D; and &#x201C;case&#x201D; levels, these categories were established in a hospital outpatient context using a small validation sample. As a result, they may not be generalizable to people with physical impairments living in the community. The type of disability and the level of disability is indicated by participants during the survey and is not indicated by a physician or health care provider which limit the findings of this study. The last limitation is that using a cross-sectional design during a short period could limit the significance of the findings.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>This study highlights the significant mental health burden among individuals with physical disabilities in Hail, Saudi Arabia, with elevated levels of anxiety and depression, particularly among those with moderate to severe disabilities. Disability severity emerged as a key predictor of psychological distress, suggesting that as functional limitations increase, emotional vulnerability increases. Although some associations did not persist in multivariate analysis, our results suggest that certain healthcare-related stressors, such as visiting hospitals alone, prioritizing waiting areas, and inadequate parking, may contribute to higher depression scores. These factors may reflect broader issues related to accessibility, perceived support, and independence-elements known to influence psychological outcomes for individuals with disabilities. Current findings highlight the necessity of developing interventions that enhance the individuals&#x2019; psychological and physical health. Future research should examine how these interventions influence and how healthcare professionals could help to manage this issue. Additionally, longitudinal studies are advised to determine the effects of physical disability over an extended period and its association with psychiatric disorders like depression and anxiety.</p>
</sec>
</body>
<back>
<sec id="S6" sec-type="data-availability">
<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 id="S7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Research Ethical Committee (REC) at the University of Hai&#x2019;l. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="S8" sec-type="author-contributions">
<title>Author contributions</title>
<p>KS: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. WA: Investigation, Methodology, Project administration, Resources, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. HA: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SA: Conceptualization, Data curation, Formal Analysis, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MA: Funding acquisition, Investigation, Methodology, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. GA: Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. TA: Conceptualization, Formal Analysis, Methodology, Resources, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. GA: Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AL: Investigation, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MA: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="S9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, and/or publication of this article. This research has been funded by Scientific Research Deanship at University of Hai&#x2019;l -Saudi Arabia through project number (RG-23-096).</p>
</sec>
<ack><p>We acknowledge the Ministry of Education and Deanship of Scientific Research at University of Hai&#x2019;l, Saudi Arabia for financial support, project No. (RG-23-096).</p>
</ack>
<sec id="S10" sec-type="COI-statement">
<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="S11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="S12" 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>
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