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<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>
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<article-id pub-id-type="doi">10.3389/fpubh.2024.1485544</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Impact of pediatric tracheostomy on family caregivers&#x2019; burden and quality of life: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Aung</surname> <given-names>Win Thu</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Ong</surname> <given-names>Natasha Yixuan</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="author-notes" rid="fn0002"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Yeo</surname> <given-names>Shina Qing Chun</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="author-notes" rid="fn0003"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Juhari</surname> <given-names>Nur Syahindah Binti</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="author-notes" rid="fn0004"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Kong</surname> <given-names>Gwyneth</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="author-notes" rid="fn0005"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Lim</surname> <given-names>Nicole-Ann</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="author-notes" rid="fn0006"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>Amin</surname> <given-names>Zubair</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="aff" rid="aff4"><sup>4</sup></xref><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref><xref ref-type="author-notes" rid="fn0007"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Ng</surname> <given-names>Yvonne Peng Mei</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="aff" rid="aff4"><sup>4</sup></xref><xref ref-type="author-notes" rid="fn0008"><sup>&#x2020;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Ministry of Health Holding (MOHH)</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</country></aff>
<aff id="aff2"><sup>2</sup><institution>Yong Loo Lin School of Medicine, National University of Singapore</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Neonatology, Khoo Teck Puat-National University Children&#x2019;s Medical Institute, National University Hospital</institution>, <addr-line>Singapore</addr-line>, <country>Singapore</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0009">
<p>Edited by: Ali Nawaz Khan, Hubei Engineering University, China</p>
</fn>
<fn fn-type="edited-by" id="fn0010">
<p>Reviewed by: Kathleen Leask Capitulo, Icahn School of Medicine at Mount Sinai, United States</p>
<p>Mina Rostami, Zanjan University of Medical Sciences, Iran</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Zubair Amin, <email>paeza@nus.edu.sg</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>ORCID ID: Win Thu Aung, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0009-0007-7406-1673">orcid.org/0009-0007-7406-1673</ext-link></p></fn>
<fn fn-type="equal" id="fn0002"><p>Natasha Yixuan Ong, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-9537-4539">orcid.org/0000-0001-9537-4539</ext-link></p></fn>
<fn fn-type="equal" id="fn0003"><p>Shina Qing Chun Yeo, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0009-0007-1603-1740">orcid.org/0009-0007-1603-1740</ext-link></p></fn>
<fn fn-type="equal" id="fn0004"><p>Nur Syahindah Binti Juhari, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0009-0002-4727-8600">orcid.org/0009-0002-4727-8600</ext-link></p></fn>
<fn fn-type="equal" id="fn0005"><p>Gwyneth Kong, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-3385-5078">orcid.org/0000-0002-3385-5078</ext-link></p></fn>
<fn fn-type="equal" id="fn0006"><p>Nicole-Ann Lim, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-8097-6262">orcid.org/0000-0001-8097-6262</ext-link></p></fn>
<fn fn-type="equal" id="fn0007"><p>Zubair Amin, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-4430-5012">orcid.org/0000-0002-4430-5012</ext-link></p></fn>
<fn fn-type="equal" id="fn0008"><p>Yvonne Peng Mei Ng, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-0497-0306">orcid.org/0000-0003-0497-0306</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1485544</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Aung, Ong, Yeo, Juhari, Kong, Lim, Amin and Ng.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Aung, Ong, Yeo, Juhari, Kong, Lim, Amin and Ng</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>Introduction</title>
<p>The incidence of pediatric tracheostomy is on the rise. More children are undergoing tracheostomy at a younger age and living longer and cared for at home. Caring for children with tracheostomy affects the caregivers&#x2019; Quality of Life (QOL) and caregiver burden. We undertook a systematic review and meta-analysis to determine the impact of pediatric tracheostomy on caregivers&#x2019; QOL and caregiver burden.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>We performed a search for quantitative studies measuring QOL, caregiver burden and related factors such as psychological distress, coping, stress, and financial strain using validated instruments, reported by caregivers of children with tracheostomy. We searched PubMed, Embase, Cochrane Central Register of Clinical Trials, CINAHL, and PsycINFO with the following search terms: &#x201C;pediatrics,&#x201D; &#x201C;tracheostomy,&#x201D; &#x201C;quality of life,&#x201D; &#x201C;caregivers,&#x201D; &#x201C;care burden&#x201D; from the inception of respective databases to 23rd May 2024. Meta-analysis was conducted using R (version 4.3.1).</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Twenty-three studies (1,299 caregivers) were included in systematic review. Seven studies (469 caregivers) using Pediatric Quality of Life Family Integrated Module underwent meta-analysis. The pooled mean total family impact score, parental health-related QOL, family functioning score were 70.29 [95% CI, 61.20&#x2013;79.37], 69.27 [95% CI, 60.88&#x2013;77.67], and 72.96 [95% CI, 65.92&#x2013;80.00] respectively. Other key instruments were the Pediatric Tracheostomy Health Status Instrument and Zarit Burden Interview. Qualitative synthesis identified several risk factors for lower QOL and higher caregiver burden: comorbidities in children, younger age at tracheostomy, need for additional medical equipment, presence of older siblings, higher financial strain, being the sole caregiver or being unmarried, and maternal depression. Caregivers&#x2019; QOL correlated positively with coping and negatively with stress which is, in turn, associated with medical complications in the first year and the duration of tracheostomy. About 40% of mothers experienced moderate to severe caregiver burden while caring for their children with tracheostomy and this was significantly correlated with depression. Encouragingly, parents also reported positive experience including closeness of the family, feeling stronger, and having a strong sense of mastery.</p>
</sec>
<sec id="sec4">
<title>Discussion</title>
<p>Caregivers of children with tracheostomy experience low QOL and high caregiver burden, which were exacerbated by various medical and psychosocial factors. QOL should be assessed during clinical encounters to identify caregivers who require additional support which includes learning coping and stress reduction strategies.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p><ext-link xlink:href="https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=334457" ext-link-type="uri">https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=334457</ext-link>, identifier CRD42022334457.</p>
</sec>
</abstract>
<kwd-group>
<kwd>psychological distress</kwd>
<kwd>financial burden</kwd>
<kwd>stress</kwd>
<kwd>coping</kwd>
<kwd>parents</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="46"/>
<page-count count="14"/>
<word-count count="8135"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>The incidence of pediatric tracheostomy is on the rise in many countries (<xref ref-type="bibr" rid="ref1">1</xref>). The common indications for pediatric tracheostomy have shifted from treatment of acute airway obstruction to respiratory care of children with medically complex conditions. More children are undergoing tracheostomy at a younger age and living longer and cared for at home (<xref ref-type="bibr" rid="ref2">2</xref>). After the hospital discharge, these children are looked after by family caregivers, typically their parents, with variable support from the healthcare services (<xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p>Caregivers of children with tracheostomies are required to perform multiple tasks at home, including cleaning, changing, suctioning the tracheostomy, and administering medications (<xref ref-type="bibr" rid="ref4">4</xref>). These tasks are typically performed by trained professionals in hospital settings. Caregivers of a pediatric tracheostomy patient must remain in a constant state of vigilance, monitoring the child for emergencies such as accidental dislodgement, tube blockage by secretions, and equipment malfunctions. The duration of a tracheostomy varies depending on the child&#x2019;s underlying medical condition. For certain conditions, such as neuromuscular disabilities, the need for a tracheostomy can be lifelong. In contrast, some pediatric conditions, such as chronic lung disease of prematurity, tend to improve over time, allowing for the successful reversal of the tracheostomy (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>Caregiver burden is an individual&#x2019;s measure of impact on their physical, psychological, emotional and financial wellbeing when taking care of the patient (<xref ref-type="bibr" rid="ref6">6</xref>) and the caregiver&#x2019;s perception of how well they are coping with their duties in response to the demands by the person receiving the care (<xref ref-type="bibr" rid="ref7">7</xref>). Caregiver burden has many negative consequences on the wellbeing of the caregivers (<xref ref-type="bibr" rid="ref8">8</xref>). For example, in a study involving caregivers of children with cerebral palsy, risk factors for caregiver burden were single parenthood, perceived ability to cope with caregiving, perceived family functioning, financial status, community support and child&#x2019;s needs (<xref ref-type="bibr" rid="ref9">9</xref>). In the context of tracheostomy care, caregiver burden affects several aspects of their wellbeing: physical (e.g., higher home care responsibilities), psychological (e.g., constant worry about emergencies), emotional (e.g., child&#x2019;s inability to speak like other children) and financial (e.g., increased cost of frequent medical visits, consumables, and equipment) (<xref ref-type="bibr" rid="ref10">10</xref>).</p>
<p>Quality of Life (QOL), as an overlapping concept to caregiver burden, is defined as an &#x201C;individual&#x2019;s perception of their position in life in the context of the culture and value systems in which they live in, and in relation to their goals, expectations, standards and concerns&#x201D; (<xref ref-type="bibr" rid="ref11">11</xref>). It is an important marker of functional abilities associated with an illness (<xref ref-type="bibr" rid="ref12">12</xref>). A recent review determined that caregiver burden integrates the impact on all facets of caregiver wellbeing with higher specificity compared to QOL measures, while QOL is better at integrating different facets of caregiver wellbeing but with less specificity than caregiver burden (<xref ref-type="bibr" rid="ref13">13</xref>).</p>
<p>A systematic review of adult patients with tracheostomies and their caregivers reported a range of mostly negative experiences related to the care, support, and management of a tracheostomy, speech and communication, wellbeing and QOL, disfigurement and body image, stigma and social withdrawal (<xref ref-type="bibr" rid="ref14">14</xref>). Qualitative studies of caregivers of ventilator-dependent children, many with tracheostomies, reported high levels of caregiver stress, emotional strains, negative impact on family relationship, decision regret, living with daily threats of death, and need to devote extraordinary care and attention to their children&#x2019;s need (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>).</p>
<p>However, there is a paucity of systematic reviews and meta-analyses on quantitative studies of QOL and burden experienced by caregivers of pediatric tracheostomy patients. Therefore, we undertook this systematic review and meta-analysis with the primary aim of synthesizing the effect of caring for tracheostomized children on caregivers&#x2019; QOL and caregiver burden. We chose to include both QOL and caregiver burden in our review to comprehensively capture various facets that can impact caregiver wellbeing. Our secondary aim is to identify factors associated with lower QOL and higher caregiver burden, in order to propose measures to improve caregiver QOL.</p>
</sec>
<sec sec-type="methods" id="sec6">
<label>2</label>
<title>Methods</title>
<sec id="sec7">
<label>2.1</label>
<title>Search strategy</title>
<p>We conducted this systematic review and meta-analysis according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) (<xref ref-type="bibr" rid="ref17">17</xref>) and Meta-analysis of Observational Studies in Epidemiology or MOOSE (<xref ref-type="supplementary-material" rid="SM1">Supplementary material 1</xref>) (<xref ref-type="bibr" rid="ref18">18</xref>). We registered the protocol with the International Prospective Register of Systematic Reviews (PROSPERO) in June 2022 (PROSPERO registration: CRD42022334457).</p>
<p>We searched PubMed, Embase, Cochrane Central Register of Clinical Trials, CINAHL, and PsycINFO from the inception of respective databases to 23rd May 2024. We also searched grey literature and bibliography of included articles. The search strategy was devised in conjunction with a medical librarian with expertise in systematic review (<xref ref-type="supplementary-material" rid="SM2">Supplementary material 2</xref>).</p>
</sec>
<sec id="sec8">
<label>2.2</label>
<title>Inclusion and exclusion criteria</title>
<p>We included studies reporting on quantitative QOL data or caregiver burden among caregivers of children with tracheostomy using validated instruments completed by caregivers. Studies investigating the relationship between caregiver burden and QOL with other related factors (e.g., psychological distress, coping, stress, financial burden) were included. We excluded articles that primarily studied cost of care, medical issues such as death and complications, outcomes of interventions, and validation of instruments. We also excluded review articles, conference reports, dissertations, abstracts, and articles in non-English languages.</p>
</sec>
<sec id="sec9">
<label>2.3</label>
<title>Study selection and data extraction</title>
<p>Two review authors independently performed two-step process of screening&#x2014;first by title and abstract, followed by full text of articles for study eligibility. Two review authors independently extracted relevant data from the included studies. We contacted authors of primary studies for missing data and clarifications. Discrepancies were resolved through team discussions.</p>
</sec>
<sec id="sec10">
<label>2.4</label>
<title>Quality appraisal</title>
<p>Two review authors independently performed quality appraisal using a modified version of Newcastle-Ottawa Scale (NOS) for cross sectional studies (<xref ref-type="bibr" rid="ref19">19</xref>).</p>
</sec>
<sec id="sec11">
<label>2.5</label>
<title>Data synthesis and meta-analysis</title>
<p>We performed meta-analysis using R (version 4.3.1) if analyzable data were available from four or more studies. A random effects model was used due to heterogeneity of studies. We evaluated <italic>I</italic><sup>2</sup> statistics according to the Cochrane guidelines (0&#x2013;40%&#x202F;=&#x202F;no heterogeneity; 30&#x2013;60%&#x202F;=&#x202F;moderate heterogeneity; 50&#x2013;90%&#x202F;=&#x202F;substantial heterogeneity; and 75&#x2013;100%&#x202F;=&#x202F;considerable heterogeneity) (<xref ref-type="bibr" rid="ref20">20</xref>). All studies underwent qualitative synthesis.</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<label>3</label>
<title>Results</title>
<p>A total of 2,726 studies were found from database search. After de-duplication, title and abstract screening, 103 full text articles were retrieved. One article was found from citation search. Finally, 23 studies involving 1,299 caregivers were included in this review (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Seven studies (469 caregivers) using Pediatric Quality of Life Family Integrated Module underwent meta-analysis.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA flow diagram of the study selection process.</p>
</caption>
<graphic xlink:href="fpubh-12-1485544-g001.tif"/>
</fig>
<p>We categorized all these studies as cross-sectional studies. Two studies, October et al. (<xref ref-type="bibr" rid="ref21">21</xref>) and Wyning et al. (<xref ref-type="bibr" rid="ref22">22</xref>), collected data at two time points but reported comparison using aggregated data (<xref ref-type="bibr" rid="ref21">21</xref>) or a modeling method (<xref ref-type="bibr" rid="ref22">22</xref>) instead of tracking individual participant&#x2019;s data.</p>
<p><xref ref-type="table" rid="tab1">Table 1</xref> displays the studies&#x2019; main characteristics which include country, study period, sample size, QOL tool, patient demographics, indication for and duration of tracheostomy and patient comorbidities. <xref ref-type="table" rid="tab2">Table 2</xref> describes the QOL instruments used, interpretation of scores, and studies which utilized the instruments.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Summary of included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">First author, publication year, country, setting, study period</th>
<th align="left" valign="top" rowspan="2">Sample size, instrument</th>
<th align="left" valign="top" colspan="4">Patient characteristics</th>
</tr>
<tr>
<th align="left" valign="top">Age (at survey or at tracheostomy), Mean (SD) or Median (Inter-quartile range) or Range</th>
<th align="left" valign="top">Indication (s) for tracheostomy</th>
<th align="left" valign="top">Duration of tracheostomy, Mean (SD) or Median (Inter-quartile range) or Range</th>
<th align="left" valign="top">Comorbidities</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Chandran et al. (<xref ref-type="bibr" rid="ref24">24</xref>), 2021, India, All India Institute of Medical Sciences,<break/>January 2015&#x2013;June 2017</td>
<td align="left" valign="top">85, PedsQL 4.0 FIM</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Median 3.5&#x202F;yrs.<break/>Range 9 mo &#x2013; 14&#x202F;years</td>
<td align="left" valign="top">Prolonged ventilation 69.4%,<break/>Upper airway obstruction 30.6%,<break/>Airway stenosis 20%,<break/>Respiratory papillomatosis 5.9%,<break/>Bilateral abductor cord palsy 4.7%</td>
<td align="left" valign="top">Median 2.5&#x202F;years<break/>Range 8 mo to 4.5&#x202F;years</td>
<td align="left" valign="top">Neurological impairment 49.4%,<break/>cardiorespiratory disease 16.4%, none 34.1%</td>
</tr>
<tr>
<td align="left" valign="top">Johnson et al. (<xref ref-type="bibr" rid="ref25">25</xref>), 2021, United States, Children&#x2019;s Medical Center Dallas,<break/>June 2018&#x2013;June 2019</td>
<td align="left" valign="top">98, PedsQL 2.0 FIM</td>
<td align="left" valign="top"><italic>Tracheostomy</italic><break/>Mean 1.6 (SD 3.5) years</td>
<td align="left" valign="top">Respiratory failure<break/>78%; 55% were ventilator dependent</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Severe neurocognitive disabilities 36%</td>
</tr>
<tr>
<td align="left" valign="top">Salley et al. (<xref ref-type="bibr" rid="ref26">26</xref>), 2021, United States, Children&#x2019;s<break/>Medical Center Dallas,<break/>2009&#x2013;2019</td>
<td align="left" valign="top">13, PedsQL 4.0 FIM</td>
<td align="left" valign="top"><italic>Tracheostomy</italic><break/>Mean 3.50 (SD 0.42) years</td>
<td align="left" valign="top">Airway obstruction 46.0%,<break/>Respiratory failure 75.7%,<break/>Pulmonary toilet 3.3%</td>
<td align="left" valign="top">Median 3.61 (SE 2.14) years</td>
<td align="left" valign="top">Not stated</td>
</tr>
<tr>
<td align="left" valign="top">Westwood et al. (<xref ref-type="bibr" rid="ref23">23</xref>), 2019, United Kingdom, Sheffield Children&#x2019;s<break/>Hospital,<break/>Not stated</td>
<td align="left" valign="top">25, PedsQL 4.0 FIM, PedsQL Generic Core Scale</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Median 6.25&#x202F;years<break/>Range 0.5&#x2013;16.5&#x202F;years</td>
<td align="left" valign="top">Airway obstruction,<break/>neuromuscular conditions, complex congenital syndromes,<break/>severe facial burns</td>
<td align="left" valign="top">Median 3&#x202F;years</td>
<td align="left" valign="top">Premature 24%, neurodevelopmental problem 28%,<break/>comorbid diagnoses with average 3 additional health problems 80% as a group</td>
</tr>
<tr>
<td align="left" valign="top">Liao et al. (<xref ref-type="bibr" rid="ref27">27</xref>), 2021, United States, Children&#x2019;s Medical Center Dallas,<break/>January 2015&#x2013;December 2019</td>
<td align="left" valign="top">22, PedsQL 4.0 FIM</td>
<td align="left" valign="top"><italic>Tracheostomy</italic><break/>Median 6.6 (IQR 42) months</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Chronic respiratory failure 71%, short gestation 48%, newborn complications 48%, congenital malformations 41%</td>
</tr>
<tr>
<td align="left" valign="top">Mirza et al. (<xref ref-type="bibr" rid="ref28">28</xref>), 2022, Saudi Arabia, 2010&#x2013;2020</td>
<td align="left" valign="top">53, PedsQL 4.0 FIM, PedsQL Generic Core Scale</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Mean 6.85 (SD 4.19) years</td>
<td align="left" valign="top">Airway obstruction 58.5%,<break/>respiratory failure 34%,<break/>recurrent seizures 3.8%<break/>other 3.8%</td>
<td align="left" valign="top">Mean 3.64 (SD 3.37) years</td>
<td align="left" valign="top">Airway 56.6%,<break/>neurological 28.3%,<break/>cardiovascular 20.8%,<break/>genetic 13.2%,<break/>endocrine 11.3%,<break/>pulmonary 9.4%</td>
</tr>
<tr>
<td align="left" valign="top">Wynings et al. (<xref ref-type="bibr" rid="ref22">22</xref>), 2023, United States, Children&#x2019;s Medical Center Dallas,<break/>July 2019&#x2013;July 2021</td>
<td align="left" valign="top">173 (66 caregivers at index admission, 107 caregivers at follow-up surveys)<break/>PedsQL 4.0 FIM</td>
<td align="left" valign="top"><italic>Tracheostomy</italic><break/>Median 0.5 (IQR 1.1) years<break/><italic>Survey</italic><break/>Median 4.4 (IQR 6.6) years</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Severe neurocognitive disability 68%</td>
</tr>
<tr>
<td align="left" valign="top">Din et al. (<xref ref-type="bibr" rid="ref32">32</xref>), 2020, South Africa, Red Cross War Memorial Children&#x2019;s Hospital,<break/>Not stated</td>
<td align="left" valign="top">68, PTHSI</td>
<td align="left" valign="top"><italic>Tracheostomy</italic> (83% had tracheostomy at &#x003C;1&#x202F;year of age)</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">1&#x202F;year 30.3%, 2&#x2013;4&#x202F;years 48.5%, 5&#x202F;years 21.2%</td>
<td align="left" valign="top">Major comorbidities 57.4%</td>
</tr>
<tr>
<td align="left" valign="top">Hartnick et al. (<xref ref-type="bibr" rid="ref12">12</xref>), 2003, United States, Children&#x2019;s Hospital Medical Center in Cincinnati, Ohio,<break/>Not stated</td>
<td align="left" valign="top">154, PTHSI</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">&#x003C;2&#x202F;years 60%</td>
<td align="left" valign="top">Major comorbid medical problems 70% (neurological illness 40%, cardiopulmonary 35%, gastrointestinal 10%, neoplasm 15%)</td>
</tr>
<tr>
<td align="left" valign="top">Settoon et al. (<xref ref-type="bibr" rid="ref33">33</xref>), 2021, United States, Louisiana State University Health Sciences Center,<break/>July 2019&#x2013;October 2019</td>
<td align="left" valign="top">24, PTHSI</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
</tr>
<tr>
<td align="left" valign="top">Hopkins et al. (<xref ref-type="bibr" rid="ref30">30</xref>), 2009, United Kingdom, Central London Hospital,<break/>Not stated</td>
<td align="left" valign="top">26, PTHSI</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Mean 5&#x202F;years<break/>Median 3&#x202F;years</td>
<td align="left" valign="top">Subglottic stenosis 35%,<break/>bilateral vocal cord palsy 23%, severe tracheomalacia 19%,<break/>neurological deficits 12%</td>
<td align="left" valign="top">1&#x2013;2&#x202F;years 35%,<break/>2&#x2013;3&#x202F;years 31%,<break/>3 or more years 35%</td>
<td align="left" valign="top">Major conditions 50%</td>
</tr>
<tr>
<td align="left" valign="top">Al-Faleh et al. (<xref ref-type="bibr" rid="ref34">34</xref>), 2023, Saudi Arabia<break/>Maternity and Children Hospital, September 2017&#x2013;May 2022</td>
<td align="left" valign="top">24, PTHSI</td>
<td align="left" valign="top">Survey<break/>Mean 79&#x202F;months</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Major medical conditions (cardiac, neurological, pulmonary) 75%</td>
</tr>
<tr>
<td align="left" valign="top">Fuyuki et al. (<xref ref-type="bibr" rid="ref35">35</xref>), 2021, Japan, Osaka<break/>Developmental Rehabilitation Center, May 2011&#x2013;May 2018</td>
<td align="left" valign="top">21, J-ZBI_8</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Median 6 (IQR 0.50&#x2013;26.8) years</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Cerebral palsy 95%</td>
</tr>
<tr>
<td align="left" valign="top">Mavi et al. (<xref ref-type="bibr" rid="ref36">36</xref>), 2021, Turkey, Istanbul Medeniyet University Faculty of Medicine Goztepe City Hospital, 2018&#x2013;2020</td>
<td align="left" valign="top">26, ZBI, MBI, BDI, COPE</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Mean 6.69 (SD &#x00B1;3.92) years</td>
<td align="left" valign="top">Chronic respiratory insufficiency 100%</td>
<td align="left" valign="top">Mean 25.46 (SD 31.45) months</td>
<td align="left" valign="top">Cerebral palsy 100%</td>
</tr>
<tr>
<td align="left" valign="top">Yotani et al. (<xref ref-type="bibr" rid="ref37">37</xref>), 2014, Japan, 2 children&#x2019;s hospitals and 6 rehabilitation centers in Tama Health Care Network,<break/>August 2011&#x2013;March 2013</td>
<td align="left" valign="top">14, ZBI</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Mean 15.4 (SD &#x00B1;11.8) years<break/>Classified into 2 age groups: Younger group mean 5.9 (SD &#x00B1;3.6) years;<break/>Older group mean 27.4 (SD &#x00B1;6.1) years</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">In younger group,<break/>Cerebral palsy 24%,<break/>congenital anomaly syndrome 21%,<break/>hypoxic encephalopathy 11%,<break/>refractory epilepsy 16%, sequelae of acute encephalopathy 11%, brain malformation 5%, other 13%</td>
</tr>
<tr>
<td align="left" valign="top">Gursoy et al. (<xref ref-type="bibr" rid="ref38">38</xref>), 2022, Turkey, 4 Pediatric pulmonology centers, 2017&#x2013;2019</td>
<td align="left" valign="top">85, ZBI, MBI, BDI, RSES</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Median 4 (IQR 2&#x2013;13) years</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Mean 2.0 (SD 0.2) years</td>
<td align="left" valign="top">Neurological diseases 37.6%, chronic lung diseases 29.6%, metabolic diseases 17.7%, heart diseases 7.0%, chromosomal anomalies 3.5%, craniofacial anomalies 2.3%, airway anomalies 2.3%</td>
</tr>
<tr>
<td align="left" valign="top">Joseph et al. (<xref ref-type="bibr" rid="ref39">39</xref>), 2014, United States, Duquesne University<break/>and Nemours/Alfred I. duPont Hospital for Children, Not stated</td>
<td align="left" valign="top">71, FILE, F-COPES,<break/>PGWBI</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Mean 21.6 (SD &#x00B1;10.0) months<break/><italic>Tracheostomy</italic><break/>Mean 3.24 (SD &#x00B1;2.3) months</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Mean 18.22 (SD 9.59) months</td>
<td align="left" valign="top">Not stated</td>
</tr>
<tr>
<td align="left" valign="top">Montagnino et al. (<xref ref-type="bibr" rid="ref40">40</xref>), 2004, United States, Texas Children&#x2019;s Hospital,<break/>January 2000&#x2013;December 2001</td>
<td align="left" valign="top">50, IOFS,<break/>F-COPES</td>
<td align="left" valign="top"><italic>Tracheostomy</italic><break/>Range 2&#x202F;weeks - 14&#x202F;years<break/>72% 2&#x202F;weeks-1&#x202F;year old<break/>28% &#x003E;1&#x202F;year old</td>
<td align="left" valign="top">Bronchopulmonary dysplasia 38.8%, encephalopathy 22%, myelomeningocele 11%, Pierre-Robin syndrome 11%, arthrogryposis 5.5%, diaphragmatic hernia 5.5%, Escobar syndrome 5.5%, central hypoventilation syndrome 11.1%</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Gastroesophageal reflux disease 72%</td>
</tr>
<tr>
<td align="left" valign="top">Singer et al. (<xref ref-type="bibr" rid="ref42">42</xref>), 1989, United States, Rainbow Babies &#x0026; Children&#x2019;s Hospital,<break/>Not stated</td>
<td align="left" valign="top">27, Modified IOFS</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Mean 4.0 (SD &#x00B1;2.6) years</td>
<td align="left" valign="top">Very low birthweight 27%,<break/>medical complications at birth 79%, neurological complications 48%</td>
<td align="left" valign="top">Mean 32.7 (SD 32) months</td>
<td align="left" valign="top">Not stated</td>
</tr>
<tr>
<td align="left" valign="top">October et al. (<xref ref-type="bibr" rid="ref21">21</xref>), 2020; United States,<break/>Children&#x2019;s National Health System, January 2015 to December 2017</td>
<td align="left" valign="top">25, ACQLQ</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Median 11 (IQR 0&#x2013;248) month</td>
<td align="left" valign="top">Respiratory 56.4%,<break/>Non-respiratory 43.6%</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
</tr>
<tr>
<td align="left" valign="top">Baddour et al. (<xref ref-type="bibr" rid="ref41">41</xref>), 2021, United States, Children&#x2019;s Hospital of Pittsburgh,<break/>2009&#x2013;2018</td>
<td align="left" valign="top">45, COST,<break/>FDQ, BSFC-s</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Median 6<break/>Range 1.8&#x2013;17&#x202F;years<break/><italic>Tracheostomy</italic><break/>Median 5<break/>Range 0&#x2013;180&#x202F;months</td>
<td align="left" valign="top">Airway condition 53.3%,<break/>lung condition 55.6%, neuromuscular condition 31.1%,<break/>brain condition 40.0%, spinal cord condition 11.1%,<break/>other 17.8%</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
</tr>
<tr>
<td align="left" valign="top">Verstraete et al. (<xref ref-type="bibr" rid="ref31">31</xref>), 2023, South Africa</td>
<td align="left" valign="top">144, PedsQL, General Rating of Health, EQ-5D-5L, PTHSI, CarerQoL</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Mean 5.9&#x202F;years</td>
<td align="left" valign="top">Upper airway obstruction 59.0%, neuromuscular disease 17%, long-term ventilation 10.0%</td>
<td align="left" valign="top">Not stated</td>
<td align="left" valign="top">Not stated</td>
</tr>
<tr>
<td align="left" valign="top">Koker et al. (<xref ref-type="bibr" rid="ref43">43</xref>), 2023, Turkey<break/>January 2011&#x2013;December 2021</td>
<td align="left" valign="top">26,<break/>FSS, WHOQoL-BREF</td>
<td align="left" valign="top"><italic>Survey</italic><break/>Mean 102&#x202F;months</td>
<td align="left" valign="top">Prolonged ventilation 65.4%</td>
<td align="left" valign="top">Mean 22&#x202F;days</td>
<td align="left" valign="top">Neuromuscular 30.8%, neurometabolic disease 26.9%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>IQR, Interquartile Range; SD, Standard Deviation; SE, Standard Error; PedsQL, Pediatric Quality of Life; FIM, Family Impact Module; PTHSI, Pediatric Tracheostomy Health Status Instrument; J-ZBI_8, Japanese version of the Zarit Caregiver Burden Interview; BDI, Beck Depression Inventory; MBI, Maslach Burnout Inventory; COPE, Coping Orientation to Problems Experienced; RSES, Rosenberg Self-esteem Scale; FILE, Family Inventory of Life Events and Changes; F-COPES, Family Crisis Oriented Personal Evaluation Scale; PGWBI, Psychological General Well Being Index; IOFS, Impact on Family Scale; ACQLQ, Adult Carer Quality of Life Questionnaire; COST, Comprehensive Score for Financial Toxicity; FDQ, Financial Distress Questionnaire; BSFC-s, Burden Scale for Family Caregivers-short version; FSS, Functional Status Scale; WHOQOL-BREF, World Health Organization Quality-of-Life Scale.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Description of instruments used in the studies and interpretation of the scores.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="center" valign="top" char="&#x00D7;">Instrument, reference</th>
<th align="char" valign="top" char="&#x00D7;">Measurements and descriptions</th>
<th align="char" valign="top" char="&#x00D7;">Scoring</th>
<th align="char" valign="top" char="&#x00D7;">Included studies</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Pediatric Quality of Life (PedsQL) Family Impact Module (FIM)<break/>Varni et al. (<xref ref-type="bibr" rid="ref29">29</xref>), 2004</td>
<td align="left" valign="top">36-items, 8 domains.<break/><list list-type="order">
<list-item>
<p>Physical functioning (6 items)</p>
</list-item>
<list-item>
<p>Emotional functioning (5 items)</p>
</list-item>
<list-item>
<p>Social functioning (4 items)</p>
</list-item>
<list-item>
<p>Cognitive functioning (5 items)</p>
</list-item>
<list-item>
<p>Communication (3 items)</p>
</list-item>
<list-item>
<p>Worry (5 items)</p>
</list-item>
<list-item>
<p>Daily activities (3 items)</p>
</list-item>
<list-item>
<p>Family relationships (5 items)</p>
</list-item>
</list></td>
<td align="left" valign="top">5-point Likert scale from 0 (never) to 4 (almost always), reverse scored and transformed to a 0&#x2013;100 scale, higher scores denoted better functioning.<break/>Three scores are derived:<break/><list list-type="order">
<list-item>
<p>Total Family Impact Module score: sum of all 36 items</p>
</list-item>
<list-item>
<p>Caregiver HRQOL Summary Score: 20 items in the Physical, Emotional, Social, and Cognitive Functioning Scales</p>
</list-item>
<list-item>
<p>Family Functioning Summary Score: 8 items in the Daily Activities and Family Relationships Scales</p>
</list-item>
</list></td>
<td align="left" valign="top">Chandran et al. (<xref ref-type="bibr" rid="ref24">24</xref>), 2021<break/>Johnson et al. (<xref ref-type="bibr" rid="ref25">25</xref>), 2021<break/>Salley et al. (<xref ref-type="bibr" rid="ref26">26</xref>), 2021<break/>Westwood et al. (<xref ref-type="bibr" rid="ref23">23</xref>), 2019<break/>Liao et al. (<xref ref-type="bibr" rid="ref27">27</xref>), 2021<break/>Mirza et al. (<xref ref-type="bibr" rid="ref28">28</xref>), 2022<break/>Wynings et al. (<xref ref-type="bibr" rid="ref22">22</xref>), 2023</td>
</tr>
<tr>
<td align="left" valign="top">Adult Carer Quality of Life Questionnaire (AC-QOL)</td>
<td align="left" valign="top">40-items; 8 domains<break/><list list-type="order">
<list-item>
<p>Support for caring (5 items)</p>
</list-item>
<list-item>
<p>Caring choice (5 items)</p>
</list-item>
<list-item>
<p>Caring stress (5 items)</p>
</list-item>
<list-item>
<p>Money matters (5 items)</p>
</list-item>
<list-item>
<p>Personal growth (5 items)</p>
</list-item>
<list-item>
<p>Sense of value (5 items)</p>
</list-item>
<list-item>
<p>Ability to care (5 items)</p>
</list-item>
<list-item>
<p>Carer satisfaction (5 items)</p>
</list-item>
</list></td>
<td align="left" valign="top">4 points scoring (never; some of the time; a lot of times, always); some items are scored in reverse. Scored from 0 to 120.<break/>0&#x2013;40: Low quality of life<break/>41&#x2013;80: Mid-range quality of life<break/>81 and above: High quality of life</td>
<td align="left" valign="top">October et al. (<xref ref-type="bibr" rid="ref21">21</xref>), 2020</td>
</tr>
<tr>
<td align="left" valign="top">Pediatric Tracheostomy Health Status Instrument (PTHSI)</td>
<td align="left" valign="top">34-items, 4 domains. Specifically developed for tracheostomy patients and their caregivers.<break/><list list-type="order">
<list-item>
<p>Physical symptoms of the child (7 items)</p>
</list-item>
<list-item>
<p>Medical visits and costs (3 items)</p>
</list-item>
<list-item>
<p>Stress and coping (caregiver&#x2019;s viewpoint of child&#x2019;s perspective) (3 items)</p>
</list-item>
<list-item>
<p>4. Stress and coping (caregiver&#x2019;s own perspective) (17 items)</p>
</list-item>
</list></td>
<td align="left" valign="top">5-point Likert scale from 1 to 5. The total score can range from 0 to 150, with higher scores indicating a better QOL.</td>
<td align="left" valign="top">Din et al. (<xref ref-type="bibr" rid="ref32">32</xref>), 2020<break/>Hartnick et al. (<xref ref-type="bibr" rid="ref44">44</xref>), 2003<break/>Settoon et al. (<xref ref-type="bibr" rid="ref33">33</xref>), 2021<break/>Hopkins et al. (<xref ref-type="bibr" rid="ref30">30</xref>), 2009<break/>Al-Faleh et al. (<xref ref-type="bibr" rid="ref34">34</xref>), 2023<break/>Verstraete et al. (<xref ref-type="bibr" rid="ref31">31</xref>), 2023</td>
</tr>
<tr>
<td align="left" valign="top">Zarit Caregiver Burden Scale (ZCBS) or Zarit Burden Interview (ZBI)</td>
<td align="left" valign="top">22-items, 5 domains. Assesses stress experienced by caregivers with patients in need of care.<break/><list list-type="order">
<list-item>
<p>Mental tension/ Deterioration of private life</p>
</list-item>
<list-item>
<p>Irritability/ Restriction</p>
</list-item>
<list-item>
<p>Deterioration in Social relations</p>
</list-item>
<list-item>
<p>Economic burden</p>
</list-item>
<list-item>
<p>Dependence</p>
</list-item>
</list></td>
<td align="left" valign="top">5-point Likert scale from 0 (never) to 4 (nearly always). The total scores can range from 0 to 88, with higher scores indicating higher burden. The scores are categorized as follows:<break/>0&#x2013;20 points: no burden<break/>21&#x2013;40 points: mild burden<break/>41&#x2013;60 points: moderate burden<break/>64&#x2013;88 points: severe burden</td>
<td align="left" valign="top">Fuyuki et al. (<xref ref-type="bibr" rid="ref35">35</xref>), 2021<break/>Mavi et al. (<xref ref-type="bibr" rid="ref36">36</xref>), 2021<break/>Yotani et al. (<xref ref-type="bibr" rid="ref37">37</xref>), 2014<break/>Gursoy et al. (<xref ref-type="bibr" rid="ref38">38</xref>), 2022</td>
</tr>
<tr>
<td align="left" valign="top">Family Crisis Oriented Personal Evaluation Scales, F-COPES</td>
<td align="left" valign="top">30-items, 5 subscales. Assesses coping strategies used by primary caregiver.<break/><list list-type="order">
<list-item>
<p>Acquiring social support</p>
</list-item>
<list-item>
<p>Reframing</p>
</list-item>
<list-item>
<p>Seeking spiritual support</p>
</list-item>
<list-item>
<p>Mobilizing family to acquire and accept help</p>
</list-item>
<list-item>
<p>Passive appraisal</p>
</list-item>
</list></td>
<td align="left" valign="top">5-point Likert scale from 1 (strongly disagree) to 5 (strongly agree). Total score ranges from 30 to 150. Higher scores indicate higher level of coping.</td>
<td align="left" valign="top">Joseph et al. (<xref ref-type="bibr" rid="ref39">39</xref>), 2014<break/>Montagnino et al. (<xref ref-type="bibr" rid="ref40">40</xref>), 2004</td>
</tr>
<tr>
<td align="left" valign="top">Impact on Family Scale, IOFS</td>
<td align="left" valign="top">33-items, 4 subscales. Measures the impact of caring for an unwell child as perceived by the main caregiver.<break/><list list-type="order">
<list-item>
<p>Financial support</p>
</list-item>
<list-item>
<p>Disruption of social relations</p>
</list-item>
<list-item>
<p>General negative impact</p>
</list-item>
<list-item>
<p>Coping</p>
</list-item>
</list></td>
<td align="left" valign="top">4-point Likert scale from 1 (strongly agree) to 4 (strongly disagree). Four subscale scores and a total score were obtained.<break/>The total score, as well as three subscales (Financial support, Disruption of Social Relations, General Negative impact) measure the negative impact, hence a higher score indicates more negative impact on the family. For the Coping subscale, a higher score indicates a positive impact.</td>
<td align="left" valign="top">Montagnino et al. (<xref ref-type="bibr" rid="ref40">40</xref>), 2004<break/>Singer et al. (<xref ref-type="bibr" rid="ref42">42</xref>), 1989</td>
</tr>
<tr>
<td align="left" valign="top">Family Inventory of Life Events and Changes, FILE</td>
<td align="left" valign="top">71-items. Assesses normative and nonnormative life events that parents go through in the past 12&#x202F;months</td>
<td align="left" valign="top">Dichotomous scale: yes or no<break/>The score ranges from 0 to 71, with higher scores indicate higher stress.</td>
<td align="left" valign="top">Joseph et al. (<xref ref-type="bibr" rid="ref39">39</xref>), 2014</td>
</tr>
<tr>
<td align="left" valign="top">Psychological General Well Being Index, PGWBI</td>
<td align="left" valign="top">22-items. Assesses intrapersonal affective or emotional states</td>
<td align="left" valign="top">5-point Likert scale from 0 to 5, and the global score ranges from 0 to 110.<break/>0&#x2013;60: severe distress<break/>61&#x2013;72: moderate distress<break/>73&#x2013;110: positive wellbeing.</td>
<td align="left" valign="top">Joseph et al. (<xref ref-type="bibr" rid="ref39">39</xref>), 2014</td>
</tr>
<tr>
<td align="left" valign="top">Comprehensive Score for Financial Toxicity, COST</td>
<td align="left" valign="top">11-items. Assesses subjective experience of Financial Toxicity</td>
<td align="left" valign="top">5-point Likert scale from 0 (not at all) to 4 (very much). The score ranges from 0 to 44, with lower scores indicating worse financial toxicity.</td>
<td align="left" valign="top">Baddour et al. (<xref ref-type="bibr" rid="ref41">41</xref>), 2021</td>
</tr>
<tr>
<td align="left" valign="top">Financial Distress Questionnaire, FDQ</td>
<td align="left" valign="top">2-items. Evaluates the severity of financial toxicity</td>
<td align="left" valign="top">There are three ordinal grade categories:<break/>Grade 1: mild<break/>Grade 2: moderate<break/>Grade 3: severe<break/>Thereafter, the grades are assessed as a dichotomized as either low (Grade 1) or high (Grade 2 and 3) financial toxicity.</td>
<td align="left" valign="top">Baddour et al. (<xref ref-type="bibr" rid="ref41">41</xref>), 2021</td>
</tr>
<tr>
<td align="left" valign="top">Burden Scale for Family Caregivers-short version, BSFC-S</td>
<td align="left" valign="top">10-items. Assess the burden of care</td>
<td align="left" valign="top">4-point Likert scale from 0 (strongly disagree) to 3 (strongly agree). The score ranges from 0 to 30, with higher scores denoting greater caregiver burden. It can be categorized as:<break/>0&#x2013;4: no to mild burden of care<break/>5&#x2013;14: moderate burden<break/>15&#x2013;30: severe to very severe</td>
<td align="left" valign="top">Baddour et al. (<xref ref-type="bibr" rid="ref41">41</xref>), 2021</td>
</tr>
<tr>
<td align="left" valign="top">EQ-TIPS</td>
<td align="left" valign="top">Assesses six dimensions&#x2014;movement, play, pain, communication, social interaction and eating</td>
<td align="left" valign="top">Each dimension has 3 response levels&#x2014;no problems, some problems, a lot of problems</td>
<td align="left" valign="top">Verstraete (<xref ref-type="bibr" rid="ref31">31</xref>), 2023</td>
</tr>
<tr>
<td align="left" valign="top">EQ-5D-5L South African version</td>
<td align="left" valign="top">Assesses five dimensions&#x2014;mobility, self-care, usual activities, pain/discomfort, anxiety/depression</td>
<td align="left" valign="top">Each dimension has 5 response levels&#x2014;no problems, slight problems, moderate problems, severe problems, unable to/ extreme problems. Each response level is converted to a number, and the total score is written as a five-digit code with each digit corresponding to the response level for respective domain.</td>
<td align="left" valign="top">Verstraete (<xref ref-type="bibr" rid="ref31">31</xref>) 2023</td>
</tr>
<tr>
<td align="left" valign="top">World Health Organization Quality-of-Life Scale (WHOQOL-BREF)</td>
<td align="left" valign="top">27 items. Assesses QOL of caregivers with 5 domains&#x2014;physical, occupational, social, psychological, and economic</td>
<td align="left" valign="top">5-point Likert scale from 1 to 5</td>
<td align="left" valign="top">Koker et al. (<xref ref-type="bibr" rid="ref43">43</xref>), 2023</td>
</tr>
<tr>
<td align="left" valign="top">Functional Status Scale (FSS)</td>
<td align="left" valign="top">Assesses functional (emotional, mental, and motor) and ongoing nutritional, respiratory, and communicative status of patients post-discharge</td>
<td align="left" valign="top">5-point Likert scale from 1 to 5<break/>Higher scores indicate higher functional disorder.</td>
<td align="left" valign="top">Koker et al. (<xref ref-type="bibr" rid="ref43">43</xref>), 2023</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="sec13">
<label>3.1</label>
<title>Quality of the studies</title>
<p>The quality of 22 studies were good or very good, and one was satisfactory (<xref ref-type="supplementary-material" rid="SM3">Supplementary material 3</xref>). We included all studies in the review.</p>
<sec id="sec14">
<label>3.1.1</label>
<title>Meta-analysis of studies using pediatric quality of life family impact module (PedsQL FIM)</title>
<p>We performed meta-analysis on PedsQL FIM scores from seven studies involving 469 caregivers (<xref ref-type="bibr" rid="ref22 ref23 ref24 ref25 ref26 ref27 ref28">22&#x2013;28</xref>).</p>
<p><xref ref-type="fig" rid="fig2">Figure 2</xref> shows the results of meta-analysis on three summary scores. The pooled mean total family impact score was 70.29 (95% CI, 61.20&#x2013;79.37), mean parental health-related QOL was 69.27 (95% CI, 60.88&#x2013;77.67), and mean family functioning score (average of 8 items under daily activities and family relationships domains) was 72.96 (95% CI, 65.92&#x2013;80.00). There was substantial heterogeneity between the studies (<italic>I</italic><sup>2</sup>&#x202F;=&#x202F;93&#x2013;97%, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). As a comparison, the PedsQL FIM validation study on medically fragile children with complex chronic diseases in the home setting reported mean total family impact score of 62.49 (SD 17.26); parental health related QOL of 62.94 (SD 19.83); and family functioning score of 68.81 (SD 24.11) (<xref ref-type="bibr" rid="ref29">29</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Pooled analysis of total QOL, parental HRQOL and family functioning scores in PedsQL FIM studies.</p>
</caption>
<graphic xlink:href="fpubh-12-1485544-g002.tif"/>
</fig>
<p><xref ref-type="supplementary-material" rid="SM4">Supplementary material 4</xref> displays the results of meta-analysis on the eight PedsQL FIM subdomains. The subdomain with the lowest score was worry 61.90 (95% CI, 51.69&#x2013;72.11), followed by daily activities 64.60 (95% CI, 55.12&#x2013;74.07). Corresponding scores from PedsQL FIM validation study were: worry 56.82 (SD 25.52) and daily activities 51.89 (SD 31.48) (<xref ref-type="bibr" rid="ref29">29</xref>). The subdomains with the highest scores were cognitive functioning 80.92 (95% CI, 76.91&#x2013;84.93) and family relationship 80.38 (95% CI, 70.36&#x2013;90.40) with the corresponding scores from the validation study: cognitive functioning 74.09 (SD 18.95) and family relationship 78.95 (SD 27.62) (<xref ref-type="bibr" rid="ref29">29</xref>). There was substantial heterogeneity between the studies (<italic>I</italic><sup>2</sup>&#x202F;=&#x202F;79&#x2013;99%, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01).</p>
<p>The result from our meta-analysis show higher values in total and sub-domain scores than corresponding values from the original PedsQL FIM validation study by Varni et al. (<xref ref-type="bibr" rid="ref29">29</xref>). There are several plausible reasons for this finding. The validation study was conducted among families with medically fragile children with complex medical conditions; whereas, more families in this meta-analysis had children with fewer medical comorbidities. Secondly, the validation study was performed in early 2000s when medical care and support system might not have been well developed, whereas studies in this meta-analysis were more recent, published in the last 5&#x202F;years. Nevertheless, the scores from our meta-analysis are similar to family caregivers caring for children with other chronic medical conditions such as sickle cell diseases, nephrotic syndrome, childhood cancers and congenital cyanotic heart disease (<xref ref-type="supplementary-material" rid="SM5">Supplementary material 5</xref>) indicating both groups of family caregivers experience low QOL.</p>
</sec>
<sec id="sec15">
<label>3.1.2</label>
<title>Qualitative synthesis of PedsQL FIM studies</title>
<p>Chandran et al. determined that caregivers performed well in the cognitive functioning subdomain. Despite lower scores in other areas, caregiving seemed to have less impact on caregivers&#x2019; concentration, memory, and thought processes (<xref ref-type="bibr" rid="ref24">24</xref>). Salley et al. reported higher overall QOL scores, with the family relationship subdomain scoring the highest (<xref ref-type="bibr" rid="ref26">26</xref>). However, this finding might be influenced by response bias due to a small sample size (only 13 out of 337 parents participated) (<xref ref-type="bibr" rid="ref26">26</xref>). Similarly, Westwood et al. also reported higher scores in cognitive functioning and family relationships (<xref ref-type="bibr" rid="ref23">23</xref>).</p>
<p>Chandran et al. (<xref ref-type="bibr" rid="ref24">24</xref>) and Johnson et al. (<xref ref-type="bibr" rid="ref25">25</xref>) found no significant association between indications for tracheostomy and QOL scores. Chandran et al. highlighted significantly poorer QOL across all three summary scores (total family impact score, parental Health-Related QOL (HR-QOL) and family functioning score) in caregivers of children with co-morbidities. Additionally, caregivers of children &#x2264;6&#x202F;years old had lower parental HR-QOL and family functioning scores (<xref ref-type="bibr" rid="ref24">24</xref>). Liao et al. observed no significant differences in scores between socioeconomically &#x2018;less disadvantaged&#x2019; and &#x2018;more disadvantaged&#x2019; groups (<xref ref-type="bibr" rid="ref27">27</xref>). Wynings et al. studied the largest cohort (255 patients) and found that emotional functioning improved over time (<xref ref-type="bibr" rid="ref22">22</xref>). Caregivers&#x2019; wellbeing had the most significant impact on QOL, regardless of the child&#x2019;s underlying conditions (<xref ref-type="bibr" rid="ref22">22</xref>). Mirza et al. found that the highest scores were in cognitive functioning, followed by communication. Within the family functioning summary score, which consists of two domains, parents reported higher scores in family relationships than in daily activities. This indicates that while parents are burdened with the additional daily activities required to care for children with tracheostomies, their family relationships remain better preserved (<xref ref-type="bibr" rid="ref28">28</xref>).</p>
<p>In summary, these studies show that caregivers of tracheostomized children have better QOL in the cognitive functioning and family relationships subdomains. There is no association between tracheostomy indications and QOL scores. However, caregivers of younger children or those with co-morbidities tend to have lower QOL and family functioning scores.</p>
</sec>
</sec>
<sec id="sec16">
<label>3.2</label>
<title>Qualitative synthesis of remaining studies measuring QOL and caregiver burden</title>
<p>We performed qualitative synthesis on the remaining 16 studies involving 830 caregivers. Six studies (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref30 ref31 ref32 ref33 ref34">30&#x2013;34</xref>) used the Pediatric Tracheostomy Health Status Instrument (PTHSI), four studies (<xref ref-type="bibr" rid="ref35 ref36 ref37 ref38">35&#x2013;38</xref>) used the Zarit Burden Interview (ZBI) which is also known as Zarit Caregiver Burden Score (ZCBS), and six studies (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref39 ref40 ref41 ref42 ref43">39&#x2013;43</xref>) used a combination of other instruments. We could not perform any meta-analysis due to incomplete data and heterogeneity of the instruments used.</p>
<sec id="sec17">
<label>3.2.1</label>
<title>Studies based on PTHSI</title>
<p>PTHSI is a specific tool to assess QOL of tracheotomized children in four domains: physical symptoms of the child, medical visits and cost, caregiver&#x2019;s viewpoint of child&#x2019;s psychological health, and parent&#x2019;s perspective of caregiver burden (<xref ref-type="bibr" rid="ref44">44</xref>). The last domain represents caregiver burden which is analyzed in this review.</p>
<p>Hartnick et al. (<xref ref-type="bibr" rid="ref12">12</xref>) and Hopkins et al. (<xref ref-type="bibr" rid="ref30">30</xref>) found that caregiver burden was significantly related to the parent&#x2019;s perception of the child&#x2019;s health and the economic cost of care (<xref ref-type="bibr" rid="ref12">12</xref>). Din et al. (<xref ref-type="bibr" rid="ref32">32</xref>), Settoon et al. (<xref ref-type="bibr" rid="ref33">33</xref>), and Al-Faleh et al. (<xref ref-type="bibr" rid="ref34">34</xref>) found that parents of tracheotomized children with major medical conditions experienced a higher burden, but this burden did not differ according to family income. Verstraete et al. found that many caregivers derived some fulfillment from caring for their children, but were unable to focus on their own needs (<xref ref-type="bibr" rid="ref31">31</xref>). Overall, these studies suggest that caregivers&#x2019; QOL is deeply intertwined with their children&#x2019;s illness severity and QOL, indicating an improvement in children&#x2019;s health status may have a positive impact on their parents&#x2019; QOL.</p>
</sec>
<sec id="sec18">
<label>3.2.2</label>
<title>Studies based on ZBI</title>
<p>Fuyuki et al. found that the quality of patient&#x2019;s relationship with other family members besides the main caregiver was better in low care burden groups than in high care burden groups, suggesting the level of care burden can affect familial relationships (<xref ref-type="bibr" rid="ref35">35</xref>). Yotani et al. reported age-related differences in caregiver burden. For caregivers of younger patients (&#x003C;15&#x202F;years), there was no link between caregiver burden and need for home mechanical ventilation. However, caregiver burden increased with the presence of older siblings, indicating that family dynamics play a role in caregiver stress (<xref ref-type="bibr" rid="ref37">37</xref>).</p>
<p>Mavi et al. studied mothers of children with cerebral palsy and chronic respiratory insufficiency and identified differences in coping mechanisms. Mothers of children without tracheostomy showed more active coping, utilized emotional/social support networks, and demonstrated more acceptance than mothers of children with tracheostomy (<xref ref-type="bibr" rid="ref36">36</xref>). Gursoy et al. examined the correlation between caregiver burden and mental health (<xref ref-type="bibr" rid="ref38">38</xref>). They found that 40% of mothers experienced moderate to severe caregiver burden, and this was significantly correlated with depression. Caregiver burden did not significantly differ based on maternal education, occupation, tracheostomy duration, or child&#x2019;s age (<xref ref-type="bibr" rid="ref38">38</xref>).</p>
</sec>
<sec id="sec19">
<label>3.2.3</label>
<title>Studies using other instruments</title>
<p>Joseph et al. studied the impact of stress and coping on caregiver&#x2019;s QOL (<xref ref-type="bibr" rid="ref39">39</xref>). They found that caregiver QOL correlated positively with coping strategies and negatively with stress levels, indicating that effective coping mechanisms can mitigate the distress experienced by caregivers. Singer et al. assessed the impact of a tracheotomized child&#x2019;s disability on family life and maternal perception of stress (<xref ref-type="bibr" rid="ref42">42</xref>). There was a significant association between financial stress, younger age at tracheostomy, and medical complications during the first year. Maternal stress was associated with medical complications in the first year and the duration of tracheostomy. Encouragingly, parents also reported positive experience including closeness of the family, feeling stronger, and having a strong sense of mastery (<xref ref-type="bibr" rid="ref42">42</xref>)&#x2014;similar to findings in meta-analysis of PedsQL FIM studies which demonstrated high family functioning score.</p>
<p>Montagnino et al. found a positive correlation between a family&#x2019;s economic status and their ability to access community resources, suggesting that financial stability can enhance support for caregivers (<xref ref-type="bibr" rid="ref40">40</xref>). October et al. reported minimal changes in caregiver QOL scores shortly after the decision for tracheostomy, implying that caregivers may need time to adjust to the new care demands (<xref ref-type="bibr" rid="ref21">21</xref>). Baddour et al. explored the concept of financial toxicity and determined higher financial toxicity was associated with increased caregiver burden (<xref ref-type="bibr" rid="ref41">41</xref>). Lastly, Koker et al. found that a child&#x2019;s worsening functional status negatively affected caregiver QOL across various domains (<xref ref-type="bibr" rid="ref43">43</xref>).</p>
<p>In summary, these studies highlight how the complex interplay of stress, coping mechanisms, financial stability, adjustment period, and the child&#x2019;s functional status influence the QOL of caregivers of children with tracheostomy. They underscore the need for comprehensive support systems and targeted interventions to improve caregivers&#x2019; QOL.</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec20">
<label>4</label>
<title>Discussion</title>
<p>To the best of our knowledge, this is the first comprehensive systematic review and meta-analysis on caregiving burden and QOL of family caregivers of children with tracheostomy. Caring for young children with tracheostomy negatively affects caregivers&#x2019; QOL, imposes additional burden on them, results in high level of stress and depression, and impairs their family functioning. Among the subdomains, &#x2018;worry&#x2019; and &#x2018;daily activities&#x2019; were the most negatively affected domains, while &#x2018;cognitive functioning&#x2019; and &#x2018;family relationship&#x2019; were the least affected domains.</p>
<p>Risk factors for poorer QOL and higher caregiver burden include caring for children with associated comorbidities (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), younger age at tracheostomy (<xref ref-type="bibr" rid="ref24">24</xref>), poor functional status (<xref ref-type="bibr" rid="ref43">43</xref>), need for additional therapeutic interventions (<xref ref-type="bibr" rid="ref35">35</xref>), having a healthy school-going older sibling (<xref ref-type="bibr" rid="ref37">37</xref>), higher financial strain (<xref ref-type="bibr" rid="ref41">41</xref>), being the sole caregiver and being unmarried (<xref ref-type="bibr" rid="ref41">41</xref>), and maternal depression (<xref ref-type="bibr" rid="ref38">38</xref>). Indication for tracheostomy (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref28">28</xref>) and duration of tracheostomy (<xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref38">38</xref>) did not have a consistent association with caregiver&#x2019;s QOL and caregiver burden. Moderate and severe caregiver burden was associated with maternal depression, but not correlated with educational level, duration of tracheostomy and age of children (<xref ref-type="bibr" rid="ref38">38</xref>).</p>
<p>We found correlations between stress, coping, and caregiver burden. Previous studies in caregivers of medically vulnerable children established a close link between caregivers&#x2019; wellbeing and health, and psychosocial outcomes which included higher risks of child abuse and neglect (<xref ref-type="bibr" rid="ref45">45</xref>). Tracheostomy adversely impacts family&#x2019;s finances, employment opportunity of the family caregivers, and the family&#x2019;s ability to provide required services to the patients (<xref ref-type="bibr" rid="ref41">41</xref>), which can result in suboptimal care of the tracheotomized child. Conversely, higher QOL scores are associated with better coping and lower stress levels (<xref ref-type="bibr" rid="ref39">39</xref>) and improved psychosocial health in caregivers (<xref ref-type="bibr" rid="ref28">28</xref>).</p>
<p>Although worry was the worst affected sub-domain, it is encouraging to note that the study with the largest cohort reported improvement in worry and emotional functioning over time (<xref ref-type="bibr" rid="ref28">28</xref>). Family caregivers of a child with tracheostomy struggle to balance performing multiple tasks associated with tracheostomy care while assuming the typical role of parents. However, parents&#x2019; worry lessens as they become more competent with tracheostomy care and when provided with additional support. As psychosocial health has the largest impact on caregivers&#x2019; QOL (<xref ref-type="bibr" rid="ref28">28</xref>), medical providers should target interventions to allay parental anxiety and worry and counsel them about active coping strategies.</p>
<p>Measurements of both generic QOL and disease/condition specific-QOL are useful. Generic QOL instruments allow comparison with caregivers of healthy children or children with other chronic medical conditions. Condition specific QOL instruments can provide deeper and relevant insights into caregiver experiences (<xref ref-type="bibr" rid="ref44">44</xref>). For example, studies using PTHSI revealed associations between caregiver burden with cost of care (<xref ref-type="bibr" rid="ref12">12</xref>), parental perception of child&#x2019;s health (<xref ref-type="bibr" rid="ref12">12</xref>), and caregiver&#x2019;s perspective of child&#x2019;s QOL (<xref ref-type="bibr" rid="ref30">30</xref>) which may not be captured efficiently by generic instruments.</p>
<sec id="sec21">
<label>4.1</label>
<title>Strengths and limitations</title>
<p>We included both caregiver burden and QOL to broadly assess the impact of tracheostomy on family caregivers. Our work builds up on the knowledge base synthesized in a recent systematic review by Acorda et al. whose primary objective was to identify instruments used to measure psychosocial outcomes of caregivers of children with tracheostomy (<xref ref-type="bibr" rid="ref46">46</xref>). In comparison, our principal objective was to synthesize the findings from primary studies with a secondary objectives of identifying factors affecting caregiver burden and QOL. Our review includes additional primary studies and a meta-analysis.</p>
<p>We would like to highlight several limitations. Studies were heterogeneous due to the variations in instruments used, age of patients, indications and duration of tracheostomy, and presence of concomitant conditions. Majority of caregivers were females (i.e., mothers) with underrepresentation of other family caregivers. There was a paucity of studies that evaluated QOL longitudinally over time. Our review focused on parental QOL and caregiver burden and did not explore the effect of tracheostomy on issues such as disfigurement, body-image, self-confidence, guilt and social isolation which have been reported among adults with tracheostomy (<xref ref-type="bibr" rid="ref14">14</xref>).</p>
</sec>
<sec id="sec22">
<label>4.2</label>
<title>Implications for practice, research and education</title>
<p>Our review suggests that assessment of QOL and caregiver burden should be a routine part of comprehensive assessment of tracheostomy patients at every touch point. Findings from this review can be used to counsel parents in preparing for their child&#x2019;s tracheostomy and aid in the process of consent taking.</p>
<p>Based on our review, we identified the following risk factors of poorer caregiver QOL: presence of associated comorbidities in the children, early age of tracheostomy, longer duration of tracheostomy and a lack of social support. The risk factors for higher caregiver burden include need for additional medical equipment, older patients with home mechanical ventilation, having a healthy school going older sibling, being the sole caregiver and being unmarried. These risk factors can be used as a screening tool by healthcare providers to identify caregivers at high risk for poor QOL and caregiver burden (<xref ref-type="table" rid="tab3">Table 3</xref>). As caregivers are integral to the patient&#x2019;s recovery; efforts should be made to ensure caregiver&#x2019;s coping so that they feel supported in this journey.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Screening tool for providers to identify caregivers at risk of poor QOL and caregiver burden.</p>
</caption>
<table frame="hsides" rules="groups">
<tbody>
<tr>
<td align="left" valign="top"><bold>Poorer Quality of Life</bold>
<break/>
<list list-type="bullet">
<list-item>
<p>Presence of associated comorbidities in children</p>
</list-item>
<list-item>
<p>Early age of tracheostomy</p>
</list-item>
<list-item>
<p>Longer duration of tracheostomy</p>
</list-item>
<list-item>
<p>Lack of social support</p>
</list-item>
</list>
<bold>Higher Caregiver Burden</bold>
<break/>
<list list-type="bullet">
<list-item>
<p>Need for additional medical equipment</p>
</list-item>
<list-item>
<p>Older tracheotomized patients with home mechanical ventilation</p>
</list-item>
<list-item>
<p>Having a healthy school going older sibling</p>
</list-item>
<list-item>
<p>Being the sole caregiver and being unmarried</p>
</list-item>
</list>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec23">
<label>4.3</label>
<title>Conclusion</title>
<p>We suggest that longitudinal assessment of QOL and caregiver burden should be routinely performed for comprehensive management of children with tracheostomy. This will identify caregivers who need additional assistance and enable relevant stakeholders to implement targeted interventions to improve caregiver&#x2019;s QOL. Both generic QOL tools and tracheostomy-specific QOL tools are useful to assess parental QOL. We also recommend teaching family caregivers coping and stress reduction strategies, as better coping and reduced stress result in higher caregiver QOL, which in turn may improve family&#x2019;s wellbeing and outcomes of children with tracheostomies.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec24">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="sec29">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec25">
<title>Author contributions</title>
<p>WA: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NO: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SY: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NJ: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. GK: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. N-AL: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. ZA: Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. YN: Data curation, Formal analysis, Investigation, Methodology, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec26">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec27">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="sec28">
<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>
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<sec sec-type="supplementary-material" id="sec29">
<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.2024.1485544/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2024.1485544/full#supplementary-material</ext-link></p>
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