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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cancer Control Soc.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Cancer Control and Society</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cancer Control Soc.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2813-835X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcacs.2025.1656863</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Survival and socioeconomic factors in patients with cervical cancer undergoing palliative care: a retrospective cohort study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Apolo</surname> <given-names>Carmen Jessenia</given-names></name>
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<name><surname>Almeida</surname> <given-names>Sara Valeria</given-names></name>
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<name><surname>Garc&#x000ED;a</surname> <given-names>Mar&#x000ED;a Fernanda</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Yu</surname> <given-names>Yunqi</given-names></name>
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<name><surname>Alexander-Le&#x000F3;n</surname> <given-names>Harold A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
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<aff id="aff1"><label>1</label><institution>Department of Social Work, SOLCA N&#x000FA;cleo de Quito</institution>, <city>Quito</city>, <country country="ec">Ecuador</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Research, SOLCA N&#x000FA;cleo de Quito</institution>, <city>Quito</city>, <country country="ec">Ecuador</country></aff>
<aff id="aff3"><label>3</label><institution>Facultad de Ciencias M&#x000E9;dicas, Universidad Central del Ecuador</institution>, <city>Quito</city>, <country country="ec">Ecuador</country></aff>
<aff id="aff4"><label>4</label><institution>Facultad de Ciencias de la Salud y Bienestar Humano, Universidad Indoam&#x000E9;rica</institution>, <city>Quito</city>, <country country="ec">Ecuador</country></aff>
<aff id="aff5"><label>5</label><institution>Facultad de Administraci&#x000F3;n y Salud P&#x000FA;blica, Universidad Peruana Cayetano Heredia</institution>, <city>Lima</city>, <country country="pe">Peru</country></aff>
<author-notes>
<corresp id="c001"><label>&#x0002A;</label>Correspondence: Harold A. Alexander-Le&#x000F3;n, <email xlink:href="mailto:alexanderleonharold@gmail.com">alexanderleonharold@gmail.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-15">
<day>15</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>3</volume>
<elocation-id>1656863</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>08</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>15</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2026 Apolo, Almeida, Garc&#x000ED;a, Yu and Alexander-Le&#x000F3;n.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Apolo, Almeida, Garc&#x000ED;a, Yu and Alexander-Le&#x000F3;n</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-15">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Social determinants of health influence outcomes in cervical cancer. This study aimed to characterize the socioeconomic factors affecting survival in patients with cervical cancer receiving palliative care.</p></sec>
<sec>
<title>Material and methods</title>
<p>We conducted a retrospective cohort study of 368 women who attended social work services at an oncology hospital in Quito, Ecuador, between 2017 and 2021. Descriptive statistics, bivariate analysis, Kaplan-Meier survival curves, and Cox regression models were applied.</p></sec>
<sec>
<title>Results</title>
<p>The median age was 52.5 years (IQR 45&#x02013;65), with 46.5% identifying as mestizo and 46.5% as indigenous. Most patients (80.4%) had incomes below the basic salary, and the proportion of married individuals declined from 53.3% to 38.9% upon transition to palliative care. The average stay in palliative care was 46 days. Tertiary education was associated with a higher mortality risk (adjusted HR: 3.16; 95% CI: 1.51&#x02013;6.60; <italic>p</italic> = 0.002). In contrast, having children was linked to lower mortality risk (one child: HR 0.56; 95% CI: 0.31&#x02013;0.99; <italic>p</italic> = 0.046; two or more children: HR 0.47; 95% CI: 0.27&#x02013;0.82). Patients with middle income had reduced mortality risk (HR: 0.71; 95% CI: 0.53&#x02013;0.97; <italic>p</italic> = 0.032). No significant differences in survival were observed based on ethnicity or province of residence.</p></sec>
<sec>
<title>Conclusion</title>
<p>Survival among cervical cancer patients in palliative care is short. Socioeconomic factors&#x02014;particularly education, income, and family structure&#x02014;significantly influence mortality. Integrating social support into cancer care is essential to improve health outcomes and equity in this population.</p></sec></abstract>
<kwd-group>
<kwd>educational status</kwd>
<kwd>neoplasms</kwd>
<kwd>palliative care</kwd>
<kwd>socioeconomic factors</kwd>
<kwd>uterine cervical neoplasms</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="11"/>
<word-count count="6989"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Social Determinants in Cancer</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Worldwide, cervical cancer is the fourth most common cancer in women; approximately 604,000 new cases were diagnosed in 2020, and 342,000 women died from the disease (<xref ref-type="bibr" rid="B1">1</xref>). Ecuador has an incidence rate of 16 cases per 100,000 women, placing it in an intermediate position compared to other countries (<xref ref-type="bibr" rid="B2">2</xref>). The mortality risk from this cause is 8.2 cases per 100,000 women (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Ecuador is a country with a population of more than 18 million inhabitants, mostly female (100.6 women for every 100 men), where life expectancy at birth is 77.6 years (<xref ref-type="bibr" rid="B3">3</xref>). It has a Ten-Year Health Plan (2022&#x02013;2031) whose main objective is to reduce inequalities and inequities in effective, universal and free access to the right to health, through an intersectoral and comprehensive approach to the social and environmental determinants of health (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>In developing countries, similar to Ecuador, a significant number of patients with cervical cancer are diagnosed in advanced stages of the disease, likely influenced by social determinants of health, both at the individual and collective levels. This limits treatment options to symptomatic and palliative approaches (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>The World Health Organization (WHO) has launched a Global Initiative to expand preventive, screening, and treatment interventions to eradicate cervical cancer as a public health problem in the twenty-first century. However, the lack of public awareness about this disease is related to the lack of access to health programs promoted by national and international organizations aimed at its detection and prevention. Therefore, it has been considered a disease associated with sociodemographic contexts of poverty (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>In Ecuador, with the support of the Pan American Health Organization, an HPV vaccination campaign was carried out in 2024 to cover approximately 595,000 girls and boys, in coordination with the Ministry of Public Health and the Ministry of Education, to achieve 90% vaccination coverage in girls (9&#x02013;14 years old) and boys (9 years old) against HPV (<xref ref-type="bibr" rid="B7">7</xref>). This was the first time that boys were included in the immunization campaign, marking an important milestone in preventive health. In Ecuador, the HPV vaccine was included in the national vaccination schedule since 2014 for girls between 9 and 11 years old (<xref ref-type="bibr" rid="B8">8</xref>). In 2017, the National Strategy for Cancer Control was launched in Ecuador by the MSP, which includes among the prioritized neoplasia screening activities, screening in women aged 21&#x02013;65 with Pap smears every 3 years, in women aged 30 to 65 and if possible, screening with cytology and molecular tests for HPV DNA every 5 years (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>Regarding secondary prevention through screening tests, the MSP has established several campaigns, such as those carried out in March 2023 with the free provision of Pap smears at the Luz Elena Arismendi Pediatric Gynecology and Obstetrics Hospital of Nueva Aurora and genotyping at the Enrique Garc&#x000E9;s General Hospital (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Approximately 60% of cervical cancer cases are diagnosed at advanced stages, contributing significantly to the high morbidity and mortality rates in women from resource-limited settings (<xref ref-type="bibr" rid="B12">12</xref>). In Quito, the Ecuadorian capital, between 2015 and 2019, more than half (52%) of cervical cancer cases were diagnosed at stages III (26%) and IV (26%) (<xref ref-type="bibr" rid="B13">13</xref>). In Latin America, various barriers, such as a lack of education, lead to feelings of shame when it comes to detecting this type of cancer. Furthermore, in this context, there are difficulties in accessing vaccination and carrying out regular screening tests (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>The focus is exclusively on improving detection and treatment, which has led to data from local and national registries and medical records containing very little information on sociodemographic data. This highlights the need for targeted interventions that address socioeconomic disparities to improve access to cervical cancer screening and treatment, thereby reducing the disease burden in vulnerable populations (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). The present study aims to provide an overview of the relationship between survival and sociodemographic variables in women with cervical cancer receiving palliative care at the SOLCA Cancer Hospital in Quito during the study period.</p>
<p>The SOLCA-Quito Oncology Hospital is a specialized hospital serving as a local and regional referral center for cancer care. Located in Quito, the Ecuadorian capital, it has more than seven decades of experience in the management of oncological pathologies, treating patients referred from both the public and private healthcare systems (<xref ref-type="bibr" rid="B17">17</xref>).</p></sec>
<sec sec-type="materials and methods" id="s2">
<label>2</label>
<title>Materials and methods</title>
<sec>
<label>2.1</label>
<title>Study design</title>
<p>Retrospective cohort study of an anonymized prospective database (&#x0201C;Registro Cuidados Paliativos Trabajo Social&#x0201D; in REDCap&#x02014;SOLCA Quito), following the guidelines of the STROBE declaration (Strengthening the Reporting of Observational studies in Epidemiology), for observational studies in epidemiology (<xref ref-type="bibr" rid="B18">18</xref>).</p>
</sec>
<sec>
<label>2.2</label>
<title>Data collection and participants</title>
<p>The sample selection was carried out through non-random consecutive sampling considering patients with cervical cancer in Palliative Care who attended the Social Work consultation at the SOLCA Oncology Hospital&#x02014;Quito during the period from January 2017 to December 2021. The study was approved by the Human Research Ethics Committee with the code (2024-015).</p>
</sec>
<sec>
<label>2.3</label>
<title>Inclusion and exclusion criteria</title>
<p>Women diagnosed with advanced cervical cancer, over 18 years of age, referred for palliative care were included, and patients with incomplete data were excluded. <xref ref-type="fig" rid="F1">Figure 1</xref> shows the patient flowchart during the study period.</p>
<fig position="float" id="F1">
<label>Figure 1</label>
<caption><p>Flowchart of the participants included in the study.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcacs-03-1656863-g0001.tif">
<alt-text content-type="machine-generated">Flowchart showing the breakdown of social work services. Starting with 1,553 services between 2017-2021, 404 related to cervical cancer. Thirty-six patients were excluded due to insufficient information, resulting in a study population of 368.</alt-text>
</graphic>
</fig>
</sec>
<sec>
<label>2.4</label>
<title>Variables</title>
<p>The primary outcome variable focused on survival (used to examine the time series to the event (<xref ref-type="bibr" rid="B19">19</xref>), in this case the time to death). In addition, a series of additional important variables were considered, including demographic factors such as age, ethnicity [referring to cultural factors such as language, religion, gastronomy, ancestry and nationality shared by specific communities or groups (<xref ref-type="bibr" rid="B20">20</xref>)], educational attainment (highest level of education achieved), type of health insurance, place of residence, religion, family structure, family income [based on unified basic wages received at the time of entry into the study, referred to as the wage that covers at least the basic needs of the worker and his or her family (<xref ref-type="bibr" rid="B21">21</xref>)], and marital status, occupational status both at the time of cervical cancer diagnosis and at the time of transfer to palliative care. Also included were the dates of diagnosis, transfer to palliative care (date on which care by the palliative care service began), and death, as well as the place of death. Although several socioeconomic factors were considered, not all social determinants of health were addressed in the present study.</p>
</sec>
<sec>
<label>2.5</label>
<title>Statistical analysis</title>
<p>Data were summarized using the mean (&#x000B1;standard deviation [SD]) and median (interquartile range [IQR]) for quantitative characteristics according to their distribution and relative and absolute frequencies for qualitative variables.</p>
<p>Differences between death before and after 30 days of transfer to palliative care [cut-off selected based on previous literature (<xref ref-type="bibr" rid="B22">22</xref>)] and the characteristics of interest were calculated using the chi-square test, the Mann&#x02013;Whitney <italic>U</italic>-test, and the Student <italic>t</italic>-test, as appropriate. For analytical tests, an alpha error level of 5% or less (<italic>p</italic> &#x0003C; 0.05) was established as significant, with a confidence interval set at 95%.</p>
<p>Kaplan&#x02013;Meier curves were used to represent survival, and the log-rank test was used to compare survival distributions in both groups. A multivariate Cox proportional hazards regression model was then fitted to assess the association between the main exposure and time to death, with time origin defined as the date of transition to palliative care. The model was adjusted for the following <italic>a priori</italic> selected sociodemographic covariates: ethnicity, educational level, marital status at the time of transition to palliative care, occupation, province of residence, number of children, household income, and place of death. Data analysis was performed using R software.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<p>A total of 368 patients participated, with a median age of 52.5 years (IQR 45&#x02013;65) (<xref ref-type="fig" rid="F1">Figure 1</xref>). 69.84% of the patients had completed primary education, and 80.71% identified themselves as Catholic. The predominant ethnicities were mestizo and indigenous, with an equal percentage of 46.47%. Most participants had incomes below the basic salary (80.43%), and 44.29% lived with their partners and children, and 68.48% had three or more children. Most patients were referred by the Ministry of Public Health (86.96%) (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>General characteristics of the study population (<italic>N</italic> = 368).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Variables</bold></th>
<th valign="top" align="center"><bold>Total population (<italic>N =</italic> 368)</bold></th>
<th valign="top" align="center" colspan="2"><bold>Survival in palliative care</bold></th>
<th valign="top" align="center"><bold><italic>p</italic>-value (<italic>X</italic><sup>2</sup>)</bold></th>
</tr>
<tr>
<th/>
<th/>
<th valign="top" align="center"> &#x02264; <bold>30 days (</bold><italic><bold>n</bold> =</italic> <bold>151)</bold></th>
<th valign="top" align="center">&#x0003E;<bold>30 days (</bold><italic><bold>n</bold> =</italic> <bold>217)</bold></th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age, years (median [IQR])</td>
<td valign="top" align="center">52.50 (45.00&#x02013;65.00)</td>
<td valign="top" align="center">51.00 (45.00&#x02013;63.00)</td>
<td valign="top" align="center">54.00 (45.00&#x02013;67.00)</td>
<td valign="top" align="center">0.229<sup>&#x0002A;</sup></td>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Ethnicity (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">Mestizo</td>
<td valign="top" align="center">171 (46.47)</td>
<td valign="top" align="center">68 (45.03)</td>
<td valign="top" align="center">103 (47.4)</td>
<td valign="top" align="center">0.819</td>
</tr>
 <tr>
<td valign="top" align="left">Indigenous</td>
<td valign="top" align="center">171 (46.47)</td>
<td valign="top" align="center">71 (47.02)</td>
<td valign="top" align="center">100 (46.08)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Black</td>
<td valign="top" align="center">26 (7.07)</td>
<td valign="top" align="center">12 (7.95)</td>
<td valign="top" align="center">14 (6.45)</td>
<td/>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Type of insurance (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">MSP</td>
<td valign="top" align="center">320 (86.96)</td>
<td valign="top" align="center">131 (86.75)</td>
<td valign="top" align="center">189 (87.10)</td>
<td valign="top" align="center">1,000</td>
</tr>
 <tr>
<td valign="top" align="left">IESS</td>
<td valign="top" align="center">43 (11.68)</td>
<td valign="top" align="center">18 (11.92)</td>
<td valign="top" align="center">25 (11.52)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">ISSPOL</td>
<td valign="top" align="center">4 (1.09)</td>
<td valign="top" align="center">2 (1.32)</td>
<td valign="top" align="center">2 (0.92)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">ISSFA</td>
<td valign="top" align="center">1 (0.27)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">1 (0.46)</td>
<td/>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Marital status at the time of diagnosis (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">Married</td>
<td valign="top" align="center">196 (53.26)</td>
<td valign="top" align="center">82 (54.30)</td>
<td valign="top" align="center">114 (52.53)</td>
<td valign="top" align="center">0.072</td>
</tr>
 <tr>
<td valign="top" align="left">Domestic partnership</td>
<td valign="top" align="center">95 (25.82)</td>
<td valign="top" align="center">35 (23,18)</td>
<td valign="top" align="center">60 (27.65)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Single</td>
<td valign="top" align="center">38 (10.33)</td>
<td valign="top" align="center">19 (12.58)</td>
<td valign="top" align="center">19 (8.76)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Widow</td>
<td valign="top" align="center">30 (8.15)</td>
<td valign="top" align="center">8 (5.30)</td>
<td valign="top" align="center">22 (10,14)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Separate</td>
<td valign="top" align="center">6 (1.63)</td>
<td valign="top" align="center">5 (3.31)</td>
<td valign="top" align="center">1 (0.46)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Divorced</td>
<td valign="top" align="center">3 (0.82)</td>
<td valign="top" align="center">2 (1.32)</td>
<td valign="top" align="center">1 (0.46)</td>
<td/>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Marital status at entry to palliative care (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">Married</td>
<td valign="top" align="center">143 (38.86)</td>
<td valign="top" align="center">60 (39.74)</td>
<td valign="top" align="center">83 (38.25)</td>
<td valign="top" align="center">0.285</td>
</tr>
 <tr>
<td valign="top" align="left">Separate</td>
<td valign="top" align="center">98 (26.63)</td>
<td valign="top" align="center">41 (27.15)</td>
<td valign="top" align="center">57 (26,27)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Single</td>
<td valign="top" align="center">38 (10.33)</td>
<td valign="top" align="center">19 (12.58)</td>
<td valign="top" align="center">19 (8.76)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Domestic partnership</td>
<td valign="top" align="center">34 (9.24)</td>
<td valign="top" align="center">10 (6.62)</td>
<td valign="top" align="center">24 (11.06)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Widow</td>
<td valign="top" align="center">34 (9.24)</td>
<td valign="top" align="center">10 (6.62)</td>
<td valign="top" align="center">24 (11.06)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Divorced</td>
<td valign="top" align="center">21 (5.71)</td>
<td valign="top" align="center">11 (7.28)</td>
<td valign="top" align="center">10 (4.61)</td>
<td/>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Education level (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">Elementary school</td>
<td valign="top" align="center">257 (69.84)</td>
<td valign="top" align="center">97 (64.24)</td>
<td valign="top" align="center">160 (73.73)</td>
<td valign="top" align="center">0.010</td>
</tr>
 <tr>
<td valign="top" align="left">High school</td>
<td valign="top" align="center">50 (13.59)</td>
<td valign="top" align="center">26 (17,22)</td>
<td valign="top" align="center">24 (11.06)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">None</td>
<td valign="top" align="center">47 (12.77)</td>
<td valign="top" align="center">17 (11,26)</td>
<td valign="top" align="center">30 (13.82)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">College or university</td>
<td valign="top" align="center">11 (2.99)</td>
<td valign="top" align="center">9 (5.96)</td>
<td valign="top" align="center">2 (0.92)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Graduate School</td>
<td valign="top" align="center">3 (0.82)</td>
<td valign="top" align="center">2 (1.32)</td>
<td valign="top" align="center">1 (0.46)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Employed at the time of diagnosis (<italic>n</italic> [%])</td>
<td valign="top" align="center">187 (50.82)</td>
<td valign="top" align="center">87 (57.62)</td>
<td valign="top" align="center">100 (46.08)</td>
<td valign="top" align="center">0.034</td>
</tr>
<tr>
<td valign="top" align="left">Head of household (<italic>n</italic> [%])</td>
<td valign="top" align="center">125 (33.97)</td>
<td valign="top" align="center">58 (38.41)</td>
<td valign="top" align="center">67 (30.88)</td>
<td valign="top" align="center">0.146</td>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Religion (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">Catholic</td>
<td valign="top" align="center">297 (80.71)</td>
<td valign="top" align="center">124 (82.12)</td>
<td valign="top" align="center">173 (79.72)</td>
<td valign="top" align="center">0.365</td>
</tr>
 <tr>
<td valign="top" align="left">Evangelical</td>
<td valign="top" align="center">66 (17.93)</td>
<td valign="top" align="center">27 (17.88)</td>
<td valign="top" align="center">39 (17.97)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Jehovah&#x00027;s Witness</td>
<td valign="top" align="center">1 (0.27)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">1 (0.46)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">None of the above</td>
<td valign="top" align="center">4 (1.09)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">4 (1.84)</td>
<td/>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Province of residence (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">Saw</td>
<td valign="top" align="center">304 (82.61)</td>
<td valign="top" align="center">131 (86.75)</td>
<td valign="top" align="center">173 (79.72)</td>
<td valign="top" align="center">0.202</td>
</tr>
 <tr>
<td valign="top" align="left">Coast</td>
<td valign="top" align="center">50 (13.59)</td>
<td valign="top" align="center">15 (9.93)</td>
<td valign="top" align="center">35 (16,13)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">East</td>
<td valign="top" align="center">14 (3.80)</td>
<td valign="top" align="center">5 (3.31)</td>
<td valign="top" align="center">9 (4,15)</td>
<td/>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Household structure (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">Lives with his own family (spouse and children)</td>
<td valign="top" align="center">163 (44.29)</td>
<td valign="top" align="center">65 (43.05)</td>
<td valign="top" align="center">98</td>
<td valign="top" align="center">0.393</td>
</tr>
 <tr>
<td valign="top" align="left">He lives with his own children.</td>
<td valign="top" align="center">142 (38.59)</td>
<td valign="top" align="center">56 (37.09)</td>
<td valign="top" align="center">86 (39.63)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">He lives with his parents and his own children.</td>
<td valign="top" align="center">23 (6.25)</td>
<td valign="top" align="center">11 (7.28)</td>
<td valign="top" align="center">12 (5.53)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">He lives alone</td>
<td valign="top" align="center">15 (4.08)</td>
<td valign="top" align="center">8 (5.30)</td>
<td valign="top" align="center">7 (3,23)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Lives alone with his spouse</td>
<td valign="top" align="center">10 (2.72)</td>
<td valign="top" align="center">2 (1.32)</td>
<td valign="top" align="center">8 (3.69)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">He lives alone with his parents</td>
<td valign="top" align="center">9 (2.45)</td>
<td valign="top" align="center">6 (3.97)</td>
<td valign="top" align="center">3 (1.38)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">He lives alone with his siblings.</td>
<td valign="top" align="center">5 (1.36)</td>
<td valign="top" align="center">3 (1.99)</td>
<td valign="top" align="center">2 (0.92)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">Lives with adoptive parents or legal guardian.</td>
<td valign="top" align="center">1 (0.27)</td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">1 (0.46)</td>
<td/>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Number of children (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x02265;3</td>
<td valign="top" align="center">252 (68.48)</td>
<td valign="top" align="center">91 (60.26)</td>
<td valign="top" align="center">161 (74.19)</td>
<td valign="top" align="center">0.006</td>
</tr>
 <tr>
<td valign="top" align="left">1&#x02013;2</td>
<td valign="top" align="center">100 (27.17)</td>
<td valign="top" align="center">49 (32.45)</td>
<td valign="top" align="center">51 (23.50)</td>
<td/>
</tr>
 <tr>
<td valign="top" align="left">None</td>
<td valign="top" align="center">16 (4.35)</td>
<td valign="top" align="center">11 (7.28)</td>
<td valign="top" align="center">5 (2.30)</td>
<td/>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Household income level (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">Low (less than a unified basic salary)</td>
<td valign="top" align="center">296 (80.43)</td>
<td valign="top" align="center">125 (82.78)</td>
<td valign="top" align="center">171 (78.80)</td>
<td valign="top" align="center">0.131</td>
</tr>
 <tr>
<td valign="top" align="left">Medium (between one and two unified basic salaries)</td>
<td valign="top" align="center">58 (15.76)</td>
<td valign="top" align="center">18 (11.92)</td>
<td valign="top" align="center">40 (18.43)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">High (three or more unified basic salaries)</td>
<td valign="top" align="center">14 (3.80)</td>
<td valign="top" align="center">8 (5.30)</td>
<td valign="top" align="center">6 (2.76)</td>
<td/>
</tr>
<tr style="background-color:#dee1e1;">
<td valign="top" align="left" colspan="5"><bold>Place of death (</bold><italic><bold>n</bold></italic> <bold>[%])</bold></td>
</tr>
<tr>
<td valign="top" align="left">Home</td>
<td valign="top" align="center">296 (70.43)</td>
<td valign="top" align="center">110 (72.85)</td>
<td valign="top" align="center">186 (85.71)</td>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr>
 <tr>
<td valign="top" align="left">SOLCA Hospital</td>
<td valign="top" align="center">50 (13.59)</td>
<td valign="top" align="center">33 (21.85)</td>
<td valign="top" align="center">17 (7.83)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Other Hospital</td>
<td valign="top" align="center">22 (5.98)</td>
<td valign="top" align="center">8 (5.30)</td>
<td valign="top" align="center">14 (6.45)</td>
<td/>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;</sup>Mann&#x02013;Whitney U-test. IESS, Ecuadorian Social Security Institute; ISSFA, Social Security Institute of the Armed Forces; ISSPOL, Social Security Institute of the National Police; MSP, Ministry of Public Health; IQR, Interquartile Range; SOLCA, Sociedad de Lucha Contra el C&#x000E1;ncer.</p>
</table-wrap-foot>
</table-wrap>
<p>The analysis of the association of socioeconomic variables with survival in patients with cervical cancer in Quito, Ecuador, is presented in <xref ref-type="table" rid="T1">Table 1</xref>. Although most of the variables evaluated did not show statistically significant associations, some important differences were observed. Income level was associated with survival (<italic>p</italic> &#x0003C; 0.05). Likewise, age group and marital status showed significant associations with survival (<italic>p</italic> &#x0003C; 0.001). Marital status at the time of transition to palliative care also showed a significant difference (<italic>p</italic> &#x0003C; 0.05), with a change in the proportion of married patients (38.86%). Occupation at diagnosis was also significantly associated with survival (<italic>p</italic> &#x0003C; 0.05), with similar groups in terms of those employed and those not employed (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Socioeconomic variables in patients with cervical cancer in palliative care and their association with survival from entry to palliative care until death (<italic>N</italic> = 368).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Variable</bold></th>
<th valign="top" align="center"><bold>Total <italic>N =</italic> 368 [<italic>n</italic> (%)]</bold></th>
<th valign="top" align="center"><bold><italic>p</italic>-value<sup>&#x0002A;</sup></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><bold>Education</bold></td>
<td/>
<td valign="top" align="center">0.183</td>
</tr>
<tr>
<td valign="top" align="left">Without Education</td>
<td valign="top" align="center">304 (82.61)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">With Education</td>
<td valign="top" align="center">64 (17.39)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Ethnicity</bold></td>
<td/>
<td valign="top" align="center">0.361</td>
</tr>
<tr>
<td valign="top" align="left">Indigenous</td>
<td valign="top" align="center">171 (46.47)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Mestizo</td>
<td valign="top" align="center">171 (46.47)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Black</td>
<td valign="top" align="center">26 (7.07)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Income</bold></td>
<td/>
<td valign="top" align="center">0.045</td>
</tr>
<tr>
<td valign="top" align="left">Low</td>
<td valign="top" align="center">296 (80.43)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Medium to High</td>
<td valign="top" align="center">72 (19.57)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Number of Children</bold></td>
<td/>
<td valign="top" align="center">0.102</td>
</tr>
<tr>
<td valign="top" align="left">3 or More</td>
<td valign="top" align="center">252 (68.48)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">1&#x02013;2</td>
<td valign="top" align="center">100 (27.17)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Has no children</td>
<td valign="top" align="center">16 (4.35)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Age Group (years)</bold></td>
<td/>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">21&#x02013;30</td>
<td valign="top" align="center">9 (2.45)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">31&#x02013;40</td>
<td valign="top" align="center">50 (13.59)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">41&#x02013;50</td>
<td valign="top" align="center">104 (28.26)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">51&#x02013;60</td>
<td valign="top" align="center">75 (20.38)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">61&#x02013;70</td>
<td valign="top" align="center">60 (16.30)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x0003E;70</td>
<td valign="top" align="center">70 (19.02)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Convention Class</bold></td>
<td/>
<td valign="top" align="center">0.364</td>
</tr>
<tr>
<td valign="top" align="left">MSP</td>
<td valign="top" align="center">320 (86.96)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">IESS</td>
<td valign="top" align="center">43 (11.68)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">ISSPOL</td>
<td valign="top" align="center">4 (1.09)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">ISSFA</td>
<td valign="top" align="center">1 (0.27)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Marital status at cervical cancer diagnosis</bold></td>
<td/>
<td valign="top" align="center">&#x0003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Married</td>
<td valign="top" align="center">196 (53.26)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Free Union</td>
<td valign="top" align="center">95 (25.82)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Single</td>
<td valign="top" align="center">38 (10.33)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Widower</td>
<td valign="top" align="center">30 (8.15)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Separate</td>
<td valign="top" align="center">6 (1.63)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Divorced</td>
<td valign="top" align="center">3 (0.82)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Marital status upon transfer to palliative care</bold></td>
<td/>
<td valign="top" align="center">0.002</td>
</tr>
<tr>
<td valign="top" align="left">Married</td>
<td valign="top" align="center">143 (38.86)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Separate</td>
<td valign="top" align="center">98 (26.63)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Single</td>
<td valign="top" align="center">38 (10.33)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Free Union</td>
<td valign="top" align="center">34 (9.24)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Widower</td>
<td valign="top" align="center">34 (9.24)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Divorced</td>
<td valign="top" align="center">21 (5.71)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Province of residence</bold></td>
<td/>
<td valign="top" align="center">0.210</td>
</tr>
<tr>
<td valign="top" align="left">Saw</td>
<td valign="top" align="center">304 (82.61)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Coast</td>
<td valign="top" align="center">50 (13.59)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">East</td>
<td valign="top" align="center">14 (3.80)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Occupation at the date of diagnosis</bold></td>
<td/>
<td valign="top" align="center">0.026</td>
</tr>
<tr>
<td valign="top" align="left">Yeah</td>
<td valign="top" align="center">187 (50.82)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">181 (49.18)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Female head of household</bold></td>
<td/>
<td valign="top" align="center">0.111</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">243 (66.03)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Yeah</td>
<td valign="top" align="center">125 (33.97)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Religion</bold></td>
<td/>
<td valign="top" align="center">0.578</td>
</tr>
<tr>
<td valign="top" align="left">Catholic</td>
<td valign="top" align="center">297 (80.71)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Evangelical</td>
<td valign="top" align="center">66 (17.93)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Jehovah&#x00027;s Witness</td>
<td valign="top" align="center">1 (0.27)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">None</td>
<td valign="top" align="center">4 (1.09)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Family structure</bold></td>
<td/>
<td valign="top" align="center">0.250</td>
</tr>
<tr>
<td valign="top" align="left">Lives with Family (Partner and Children)</td>
<td valign="top" align="center">163 (44.29)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Lives with Children</td>
<td valign="top" align="center">142 (38.59)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Lives with parents and children</td>
<td valign="top" align="center">23 (6.25)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">He lives alone</td>
<td valign="top" align="center">15 (4.08)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Lives with a partner</td>
<td valign="top" align="center">10 (2.72)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Lives with parents</td>
<td valign="top" align="center">9 (2.45)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Lives with siblings</td>
<td valign="top" align="center">5 (1.36)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Lives with in-laws</td>
<td valign="top" align="center">1 (0.27)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"><bold>Place of death</bold></td>
<td/>
<td valign="top" align="center">0.266</td>
</tr>
<tr>
<td valign="top" align="left">Home</td>
<td valign="top" align="center">296 (80.43)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">SOLCA Hospital</td>
<td valign="top" align="center">50 (13.59)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Other Hospital</td>
<td valign="top" align="center">22 (5.98)</td>
<td/>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;</sup>Log Rank Test. IESS, Ecuadorian Social Security Institute; ISSFA, Social Security Institute of the Armed Forces; ISSPOL, Social Security Institute of the National Police; MSP, Ministry of Public Health; SOLCA, Sociedad de Lucha Contra el C&#x000E1;ncer.</p>
</table-wrap-foot>
</table-wrap>
<sec>
<label>3.1</label>
<title>Marital status</title>
<p>The marital status of the women in the study was predominantly married (196, 53.26%), in a common-law union (95, 25.82%), single (6, 1.63%), and separated (6, 1.63%). Upon entering palliative care, only 143 (38.86%) were still married, while 98 (26.63%) remained in a common-law union, with a significant difference. In addition, 34 women (9.24%) separated, 38 (10.33%) became single, and 34 (9.24%) were widowed, with a significant difference (see <xref ref-type="supplementary-material" rid="SM1">Supplementary materials</xref>).</p>
</sec>
<sec>
<label>3.2</label>
<title>Survival</title>
<p>In the study population, the median time from referral to palliative care to death was 45 days (IQR 14&#x02013;122.5), and from diagnosis to referral to palliative care was 420 days (IQR 203&#x02013;707.5). No significant differences in survival were found based on ethnicity, education level, or marital status (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig position="float" id="F2">
<label>Figure 2</label>
<caption><p><bold>(A)</bold> Survival curve based on ethnicity from diagnosis. <bold>(B)</bold> Survival curve according to educational level from diagnosis.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcacs-03-1656863-g0002.tif">
<alt-text content-type="machine-generated">Two survival probability graphs depict data over 20 years. The top graph shows survival based on ethnicity with lines for Mestizo, Indigenous, and Black groups, all declining sharply. The bottom graph shows survival based on education, comparing groups with and without education, also showing a similar sharp decline.</alt-text>
</graphic>
</fig>
<p>Cox regression analysis using the nested model with an epidemiological approach indicated that ethnicity, marital status, occupation, and province of residence were not significantly associated with mortality in patients with cervical cancer receiving palliative care. However, a higher educational level, especially tertiary education, was associated with a higher risk of mortality (adjusted HR: 3.16; 95% CI: 1.51&#x02013;6.60; <italic>p</italic> = 0.002). On the other hand, having children appears to be a protective factor, since patients with one or more children have a lower risk of mortality compared to those without children (adjusted HR for one child: 0.56; 95% CI: 0.31&#x02013;0.99; <italic>p</italic> = 0.046; adjusted HR for two or more children: 0.47; 95% CI: 0.27&#x02013;0.82; <italic>p</italic> = 0.008). Furthermore, patients with middle-income income had a lower risk of mortality compared with those with low incomes (adjusted HR: 0.71; 95% CI: 0.53&#x02013;0.97; <italic>p</italic> = 0.032). Finally, the place of death did not show a significant association with mortality (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Hazard Ratios for mortality according to socioeconomic variables in patients with cervical cancer in palliative care (from entry to palliative care) (<italic>N</italic> = 368).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Variable</bold></th>
<th valign="top" align="left"><bold>Category</bold></th>
<th valign="top" align="center"><bold>Unadjusted HR (95% CI)</bold></th>
<th valign="top" align="center"><bold><italic>p</italic>-value</bold></th>
<th valign="top" align="center"><bold>Adjusted<sup>&#x0002A;</sup>HR (95% CI)</bold></th>
<th valign="top" align="center"><bold><italic>p</italic>-value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Ethnicity</td>
<td valign="top" align="left">Mestizo (Reference)</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Black</td>
<td valign="top" align="center">1.04 (0.67&#x02013;1.59)</td>
<td valign="top" align="center">0.873</td>
<td valign="top" align="center">0.93 (0.59&#x02013;1.45)</td>
<td valign="top" align="center">0.742</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Indigenous</td>
<td valign="top" align="center">0.93 (0.75&#x02013;1.16)</td>
<td valign="top" align="center">0.536</td>
<td valign="top" align="center">0.97 (0.78&#x02013;1.22)</td>
<td valign="top" align="center">0.811</td>
</tr>
<tr>
<td valign="top" align="left">Level of Education</td>
<td valign="top" align="left">Uneducated/Illiterate (Reference)</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Primary</td>
<td valign="top" align="center">1.11 (0.81&#x02013;1.54)</td>
<td valign="top" align="center">0.508</td>
<td valign="top" align="center">1.08 (0.78&#x02013;1.51)</td>
<td valign="top" align="center">0.636</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Secondary</td>
<td valign="top" align="center">1.45 (0.96&#x02013;2.17)</td>
<td valign="top" align="center">0.076</td>
<td valign="top" align="center">1.35 (0.87&#x02013;2.10)</td>
<td valign="top" align="center">0.181</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Third level</td>
<td valign="top" align="center">3.54 (1.81&#x02013;6.91)</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">3.16 (1.51&#x02013;6.60)</td>
<td valign="top" align="center">0.002</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Fourth level</td>
<td valign="top" align="center">2.13 (0.51&#x02013;8.82)</td>
<td valign="top" align="center">0.296</td>
<td valign="top" align="center">2.50 (0.52&#x02013;12.14)</td>
<td valign="top" align="center">0.255</td>
</tr>
<tr>
<td valign="top" align="left">Marital status</td>
<td valign="top" align="left">Married (Reference)</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Divorced</td>
<td valign="top" align="center">1.41 (0.89&#x02013;2.24)</td>
<td valign="top" align="center">0.140</td>
<td valign="top" align="center">1.11 (0.66&#x02013;1.85)</td>
<td valign="top" align="center">0.697</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Separate</td>
<td valign="top" align="center">0.89 (0.69&#x02013;1.16)</td>
<td valign="top" align="center">0.393</td>
<td valign="top" align="center">0.82 (0.62&#x02013;1.10)</td>
<td valign="top" align="center">0.192</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Single</td>
<td valign="top" align="center">1.21 (0.85&#x02013;1.74)</td>
<td valign="top" align="center">0.291</td>
<td valign="top" align="center">0.95 (0.64&#x02013;1.41)</td>
<td valign="top" align="center">0.788</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Free Union</td>
<td valign="top" align="center">0.72 (0.49&#x02013;1.06)</td>
<td valign="top" align="center">0.098</td>
<td valign="top" align="center">0.71 (0.47&#x02013;1.06)</td>
<td valign="top" align="center">0.096</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Widower</td>
<td valign="top" align="center">1.03 (0.71&#x02013;1.50)</td>
<td valign="top" align="center">0.874</td>
<td valign="top" align="center">1.14 (0.77&#x02013;1.69)</td>
<td valign="top" align="center">0.509</td>
</tr>
<tr>
<td valign="top" align="left">Occupation at diagnosis</td>
<td valign="top" align="left">Busy (Reference)</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Not occupied</td>
<td valign="top" align="center">0.87 (0.71&#x02013;1.07)</td>
<td valign="top" align="center">0.187</td>
<td valign="top" align="center">0.86 (0.68&#x02013;1.09)</td>
<td valign="top" align="center">0.223</td>
</tr>
<tr>
<td valign="top" align="left">Province of Residence</td>
<td valign="top" align="left">Sierra (Reference)</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Coast</td>
<td valign="top" align="center">0.96 (0.71&#x02013;1.30)</td>
<td valign="top" align="center">0.794</td>
<td valign="top" align="center">1.01 (0.73&#x02013;1.40)</td>
<td valign="top" align="center">0.941</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">East</td>
<td valign="top" align="center">0.90 (0.53&#x02013;1.54)</td>
<td valign="top" align="center">0.708</td>
<td valign="top" align="center">0.89 (0.51&#x02013;1.57)</td>
<td valign="top" align="center">0.688</td>
</tr>
<tr>
<td valign="top" align="left">Number of Children</td>
<td valign="top" align="left">None (Reference)</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">1 child</td>
<td valign="top" align="center">0.53 (0.31&#x02013;0.91)</td>
<td valign="top" align="center">0.021</td>
<td valign="top" align="center">0.56 (0.31&#x02013;0.99)</td>
<td valign="top" align="center">0.046</td>
</tr>
 <tr>
<td/>
<td valign="top" align="center">2 or more children</td>
<td valign="top" align="center">0.42 (0.25&#x02013;0.70)</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.47 (0.27&#x02013;0.82)</td>
<td valign="top" align="center">0.008</td>
</tr>
<tr>
<td valign="top" align="left">Family Economic Income</td>
<td valign="top" align="left">Low income (Reference)</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Media resources</td>
<td valign="top" align="center">0.79 (0.59&#x02013;1.05)</td>
<td valign="top" align="center">0.108</td>
<td valign="top" align="center">0.71 (0.53&#x02013;0.97)</td>
<td valign="top" align="center">0.032</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Good resources/&#x0003E;3 basic salaries</td>
<td valign="top" align="center">1.25 (0.71&#x02013;2.17)</td>
<td valign="top" align="center">0.438</td>
<td valign="top" align="center">0.79 (0.40&#x02013;1.55)</td>
<td valign="top" align="center">0.492</td>
</tr>
<tr>
<td valign="top" align="left">Place of Death</td>
<td valign="top" align="left">SOLCA Hospital (Reference)</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Other hospital</td>
<td valign="top" align="center">0.68 (0.41&#x02013;1.14)</td>
<td valign="top" align="center">0.144</td>
<td valign="top" align="center">0.60 (0.35&#x02013;1.02)</td>
<td valign="top" align="center">0.059</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Home</td>
<td valign="top" align="center">0.86 (0.62&#x02013;1.19)</td>
<td valign="top" align="center">0.359</td>
<td valign="top" align="center">0.84 (0.59&#x02013;1.19)</td>
<td valign="top" align="center">0.334</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>CI, Confidence Interval; HR, Hazard ratio; SOLCA, Sociedad de Lucha Contra el C&#x000E1;ncer. <sup>&#x0002A;</sup>Adjustment variables: ethnicity, educational level, marital status at the time of transition to palliative care, occupation, province of residence, number of children, income, place of death.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<p>Although racial and ethnic disparities in cervical cancer incidence and mortality have been widely documented globally, our study suggests that, in this Ecuadorian palliative care cohort, socioeconomic and demographic factors, such as educational level, income, and parity, may play a more prominent role in shaping survival outcomes than ethnicity itself. These findings highlight the importance of addressing social determinants of health when designing care and support strategies for women with advanced cervical cancer.</p>
<p>According to the results obtained, although factors such as ethnicity, marital status, and province of residence do not significantly influence mortality in patients with cervical cancer in palliative care, educational levels appear to be an important risk indicator. Contrary to the well-established protective effect of higher education on health outcomes globally, our study found that women with tertiary or higher education had a significantly higher risk of mortality (aHR: 3.16; 95% CI: 1.51&#x02013;6.60). This counterintuitive finding may be explained by several context-specific factors. First, patients with higher education in our cohort were more frequently diagnosed at advanced stages (III&#x02013;IV), possibly due to delayed help-seeking behavior. In Ecuador, women with higher socioeconomic status, often correlated with education, may initially consult private providers where diagnostic pathways for cancer are fragmented or lack integration with public screening programs, leading to delays in definitive diagnosis and referral to specialized oncology centers. In contrast, women from lower-income backgrounds are typically channeled directly through the MSP system, where cervical cancer screening and referral protocols are more standardized, albeit resource-constrained.</p>
<p>Second, our data suggest that tertiary-educated patients had a higher burden of comorbidities. While higher education generally improves health literacy, it may also increase awareness of prognosis in advanced disease, potentially influencing decisions to forgo aggressive treatments or transition earlier to palliative care, though this requires further qualitative exploration.</p>
<p>Importantly, the small number of highly educated women in our sample limits generalizability and may reflect selection bias, as this group is underrepresented in public hospitals in Ecuador. Nevertheless, this finding underscores that the relationship between education and cancer outcomes is not uniform across health systems and may be modified by access pathways, cultural norms, and care fragmentation, particularly in mixed public-private systems like Ecuador&#x00027;s.</p>
<p>Furthermore, having children is associated with a lower risk of mortality, which could reflect a protective psychosocial factor that improves patients&#x00027; quality of life. Income also influences mortality risk, with those with average income experiencing better outcomes compared to low-income patients.</p>
<p>One of the main findings is that we did not find a significant difference between mestizos and indigenous people in terms of survival in patients from the diagnosis of cervical cancer to the transfer to palliative care and from palliative care to death (<xref ref-type="bibr" rid="B23">23</xref>), it may be related to other barriers in vulnerable populations such as lack of knowledge, stigmatization, cultural beliefs and values, religion and lack of resources as limitations to undergo cervical cancer screening prevention (<xref ref-type="bibr" rid="B24">24</xref>&#x02013;<xref ref-type="bibr" rid="B27">27</xref>). In the United States, cervical squamous cell carcinoma incidence is higher among African&#x02013;American and Hispanic women than among non-Hispanic white women (<xref ref-type="bibr" rid="B28">28</xref>).</p>
<p>In our cohort, a pattern of reduced partner involvement or support was observed around the time of transition to palliative care, a phenomenon consistent with findings from Fugmann et al.&#x00027;s systematic review, which reported an increased risk of relationship dissolution among women with cervical cancer. This could be attributed to various factors associated with advanced stages of the disease, such as changes in sexuality, including vaginal shortening and narrowing, dyspareunia, and sexual concerns. Furthermore, patients face increased demands for end-of-life care (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). These changes in sexual life also represent a significant challenge for these patients&#x00027; male partners (<xref ref-type="bibr" rid="B29">29</xref>&#x02013;<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>The time to initiate palliative care in patients with cervical cancer was approximately 2 years, suggesting that these patients were in advanced stages of the disease. This finding is consistent with data reported from the SOLCA Quito National Tumor Registry, which indicates late diagnosis, with approximately 52% of cases in stages III and IV cervical cancer, implying that these patients require highly specialized treatments. Furthermore, disparities in access to medical care and screening may contribute to differences in cancer stage at diagnosis (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>The average age of most patients was 50 years; however, 19% of the study population was 71 years or older, which is consistent with studies showing changes in the age at which cervical cancer is diagnosed over the years. According to population data from Ecuador, the proportion of women aged 70 years or older is 6.3% (544,197 women) (<xref ref-type="bibr" rid="B34">34</xref>). Considering that the recommended age to stop screening for this cancer varies between 50 and 70 years worldwide, it is necessary to reflect on the possibility of modifying these indications (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Cervical screening in women around 50 years of age is essential to reduce mortality from cervical cancer in later life. Furthermore, participation in screening programs can significantly influence the reduction of mortality risk (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>Socioeconomic disparities influence both the incidence and mortality of cervical cancer. In our study, most patients had limited financial means, evidenced by incomes equivalent to a basic food basket. A systematic review found that women from lower socioeconomic levels have worse survival rates, which is consistent with our findings (<xref ref-type="bibr" rid="B38">38</xref>). Our study also revealed that most patients were referred by the Ministry of Public Health (MSP), with no private care patients registered, which could be related to the high costs of specialized treatments for advanced cancer.</p>
<p>On the other hand, patients who had more children had higher survival rates, and we believe this is because they were able to provide care to the mother during her final stages and offer her emotional support, which could positively influence the improvement in survival (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). Furthermore, the quality of women&#x00027;s relationships has been shown to be important for their health.</p>
<p>Most patients died at home, which correlates with several studies indicating that cancer patients&#x00027; preference to die at home is influenced by factors such as family support, quality of home care, and the match between patient and family preferences (<xref ref-type="bibr" rid="B41">41</xref>&#x02013;<xref ref-type="bibr" rid="B44">44</xref>). However, few centers in Ecuador provide this care, making the implementation of home-based palliative care, provided by a specialized team, necessary. This is essential to improve patients&#x00027; quality of life, maximize the use of health resources, and support caregivers, all while respecting the patient&#x00027;s preference to receive care in their home environment (<xref ref-type="bibr" rid="B45">45</xref>&#x02013;<xref ref-type="bibr" rid="B47">47</xref>).</p>
<p>In Ecuador, human papillomavirus (HPV) vaccination began in 2014, and HPV genotyping and vaccination for men have recently been implemented in May 2024 (<xref ref-type="bibr" rid="B48">48</xref>). The government and non-governmental organizations have worked together to raise awareness about cervical cancer and its early detection. However, strategic decisions will not completely eliminate the barriers to early detection and the low rate of cervical cancer diagnosis in vulnerable populations. It is equally crucial to understand the knowledge gaps, as well as the attitudes, beliefs, educational, and cultural obstacles faced by these groups.</p>
<p>In Ecuador, access to palliative care has been improving in recent years, with the creation of the National Palliative Care Policy in 2022 and the approval of the Organic Law on Palliative Care in October 2024 (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>).</p>
<p>Our findings underscore the critical role of socioeconomic determinants, particularly income level, educational attainment, and family support, in shaping survival outcomes among women with cervical cancer receiving palliative care in Ecuador. These insights carry direct implications for the National Cervical Cancer Control Program and the recently established National Palliative Care Policy. First, the observed association between low income and poorer survival highlights the urgent need to strengthen financial protection mechanisms and ensure equitable access to timely diagnosis and treatment, especially for women from vulnerable socioeconomic backgrounds. Second, the protective effect of having children suggests that family-centered care models should be integrated into palliative services, leveraging informal caregiving networks while providing them with formal training and psychosocial support. Third, given that most patients were diagnosed at advanced stages and referred late to palliative care, the program should prioritize strategies to reduce diagnostic delays, such as community-based screening outreach, culturally sensitive health education, and the integration of palliative care earlier in the disease trajectory. Finally, the high proportion of patients dying at home, coupled with the limited availability of home-based palliative services, calls for the rapid scaling up of community palliative care teams, as envisioned in the Organic Law on Palliative Care (2024). Implementing these evidence-informed actions could significantly improve equity, quality of life, and survival for women with cervical cancer in Ecuador.</p>
<p>Our study has several limitations that should be considered when interpreting the findings. First, the retrospective design and single-center setting, restricted to a public hospital in Pichincha province, introduce selection bias and limit the external validity of our results. The sample predominantly included women referred by the MSP, with no representation from private healthcare sectors, which may skew the cohort toward lower-income populations and underrepresent women with different socioeconomic profiles or access pathways. More importantly, this geographic and institutional constraint restricts our ability to capture the full heterogeneity of social determinants of cervical cancer across Ecuador&#x00027;s diverse regions, including Indigenous communities in the Amazon, Afro-Ecuadorian populations on the coast, and rural highland groups, each of which faces distinct structural, cultural, and systemic barriers to prevention, diagnosis, and palliative care. Consequently, while our findings offer valuable insights into the role of income, education, and family support in one urban context, they may not fully reflect the complex interplay of social determinants operating in other sociocultural or geographic settings within the country.</p></sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Comit&#x000E9; de &#x000C9;tica de Investigaci&#x000F3;n en Seres Humanos (CEISH)&#x02014;Hospital San Francisco, Quito, Ecuador. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x00027; legal guardians/next of kin.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>CA: Investigation, Conceptualization, Writing &#x02013; original draft, Supervision, Writing &#x02013; review &#x00026; editing, Validation, Project administration, Data curation, Visualization, Methodology. SA: Writing &#x02013; original draft, Project administration, Conceptualization, Writing &#x02013; review &#x00026; editing, Methodology, Investigation. MG: Writing &#x02013; review &#x00026; editing, Visualization, Formal analysis, Software, Conceptualization, Methodology, Supervision, Data curation, Investigation, Resources. YL: Conceptualization, Investigation, Formal analysis, Software, Data curation, Writing &#x02013; original draft. HA&#x02013;L: Investigation, Software, Writing &#x02013; review &#x00026; editing, Writing &#x02013; original draft, Supervision, Visualization, Data curation, Validation, Resources, Methodology, Formal analysis, Project administration.</p>
</sec>
<ack><title>Acknowledgments</title><p>We acknowledge SOLCA N&#x000FA;cleo de Quito for their support in the development of this study.</p></ack>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
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<title>Publisher&#x00027;s note</title>
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<sec sec-type="supplementary-material" id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcacs.2025.1656863/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcacs.2025.1656863/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/></sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Organizaci&#x000F3;n</surname> <given-names>Mundial de la Salud</given-names></name></person-group>. <source>C&#x000E1;ncer de cuello uterino.</source> (<year>2023</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.who.int/es/news-room/fact-sheets/detail/cervical-cancer">https://www.who.int/es/news-room/fact-sheets/detail/cervical-cancer</ext-link> (Accessed January 13, 2025).</mixed-citation>
</ref>
<ref id="B2">
<label>2.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Tarupi</surname> <given-names>W</given-names></name> <name><surname>Chauca</surname> <given-names>D</given-names></name> <name><surname>Bravo</surname> <given-names>L</given-names></name></person-group>. <source>C&#x000E1;ncer de Cuello Uterino.</source> (<year>2022</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://solcaquito.org.ec/wp-content/uploads/2022/04/boletinEpidemiologico02_2022.pdf">https://solcaquito.org.ec/wp-content/uploads/2022/04/boletinEpidemiologico02_2022.pdf</ext-link> (Accessed June 1, 2025).</mixed-citation>
</ref>
<ref id="B3">
<label>3.</label>
<mixed-citation publication-type="web"><collab>PAHO/OPS</collab>. <source>Ecuador&#x02014;Country Profile. Health in the Americas.</source> (<year>2024</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://hia.paho.org/en/country-profiles/ecuador">https://hia.paho.org/en/country-profiles/ecuador</ext-link> (Accessed March 8, 2025).</mixed-citation>
</ref>
<ref id="B4">
<label>4.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Ministerio</surname> <given-names>de Salud P&#x000FA;blica</given-names></name></person-group>. <source>Plan Decenal de Salud 2022 &#x02013; 2031.</source> (<year>2022</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.salud.gob.ec/wp-content/uploads/2022/07/Plan_decenal_Salud_2022_ejecutivo.18.OK_.pdf">https://www.salud.gob.ec/wp-content/uploads/2022/07/Plan_decenal_Salud_2022_ejecutivo.18.OK_.pdf</ext-link> (Accessed March 8, 2025).</mixed-citation>
</ref>
<ref id="B5">
<label>5.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Aeckerle</surname> <given-names>S</given-names></name> <name><surname>Moor</surname> <given-names>M</given-names></name> <name><surname>Pilz</surname> <given-names>LR</given-names></name> <name><surname>Gencer</surname> <given-names>D</given-names></name> <name><surname>Hofheinz</surname> <given-names>RD</given-names></name> <name><surname>Hofmann</surname> <given-names>WK</given-names></name> <etal/></person-group>. <article-title>Characteristics, treatment and prognostic factors of patients with gynaecological malignancies treated in a Palliative Care Unit at a University Hospital</article-title>. <source>Oncol Res Treat.</source> (<year>2013</year>) <volume>36</volume>:<fpage>642</fpage>&#x02013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1159/000355642</pub-id><pub-id pub-id-type="pmid">24192768</pub-id></mixed-citation>
</ref>
<ref id="B6">
<label>6.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Castellano</surname> <given-names>T</given-names></name> <name><surname>ElHabr</surname> <given-names>AK</given-names></name> <name><surname>Washington</surname> <given-names>C</given-names></name> <name><surname>Ting</surname> <given-names>J</given-names></name> <name><surname>Zhang</surname> <given-names>YJ</given-names></name> <name><surname>Musa</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Health disparities in cervical cancer: estimating geographic variations of disease burden and association with key socioeconomic and demographic factors in the US</article-title>. <source>PLoS ONE.</source> (<year>2024</year>) <volume>19</volume>:<fpage>e0307282</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0307282</pub-id><pub-id pub-id-type="pmid">39024212</pub-id></mixed-citation>
</ref>
<ref id="B7">
<label>7.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Ministerio</surname> <given-names>de Salud P&#x000FA;blica</given-names></name></person-group>. <source>MSP y OPS impulsan campa&#x000F1;a para proteger a m&#x000E1;s de 500 mil ni&#x000F1;as y ni&#x000F1;os del c&#x000E1;ncer de cuello uterino.</source> (<year>2024</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.salud.gob.ec/msp-y-ops-impulsan-campana-para-proteger-a-mas-de-500-mil-ninas-y-ninos-del-cancer-de-cuello-uterino/">https://www.salud.gob.ec/msp-y-ops-impulsan-campana-para-proteger-a-mas-de-500-mil-ninas-y-ninos-del-cancer-de-cuello-uterino/</ext-link> (Accessed March 8, 2025).</mixed-citation>
</ref>
<ref id="B8">
<label>8.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Willam</surname> <given-names>V</given-names></name> <name><surname>Mercado</surname> <given-names>A</given-names></name> <name><surname>Peralta</surname> <given-names>M</given-names></name></person-group>. <article-title>Comparaci&#x000F3;n de protocolos de vacunaci&#x000F3;n contra el virus del papiloma humano en Ecuador y Am&#x000E9;rica Latina</article-title>. <source>Rev chil obstet ginecol.</source> (<year>2023</year>) <volume>88</volume>:<fpage>301</fpage>&#x02013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.24875/RECHOG.22000120</pub-id></mixed-citation>
</ref>
<ref id="B9">
<label>9.</label>
<mixed-citation publication-type="book"><person-group person-group-type="author"><name><surname>Organizaci&#x000F3;n</surname> <given-names>Mundial de la Salud</given-names></name></person-group>. <source>Estrategias de vacunaci&#x000F3;n contra el virus del papiloma humano en el mundo en desarrollo</source>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>WHO (Cervical Cancer Action)</publisher-name> (<year>2007</year>).</mixed-citation>
</ref>
<ref id="B10">
<label>10.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Ministerio de Salud</surname> <given-names>P&#x000FA;blica</given-names></name> <name><surname>Hospital Gineco Obst&#x000E9;trico Pediatrico de Nueva Aurora Luz Elena</surname> <given-names>Arismendi</given-names></name></person-group>. <source>Campa&#x000F1;a de Prevenci&#x000F3;n del C&#x000E1;ncer de C&#x000E9;rvix.</source> (<year>2023</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="http://hgona.gob.ec/index.php/campana-de-prevencion-del-cancer-de-cervix/&#x00023;:&#x0007E;:text=Para">http://hgona.gob.ec/index.php/campana-de-prevencion-del-cancer-de-cervix/&#x00023;:&#x0007E;:text=Para</ext-link> poder acceder a esta,%3A00 a 12%3A40 (Accessed March 8, 2025).</mixed-citation>
</ref>
<ref id="B11">
<label>11.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Hospital</surname> <given-names>General Enrique Garc&#x000E9;s</given-names></name></person-group>. <source>Campa&#x000F1;a para la prevenci&#x000F3;n de c&#x000E1;ncer de cuello uterino.</source> (<year>2023</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="http://www.heg.gob.ec/campana-para-la-prevencion-de-cancer-de-cuello-uterino/">http://www.heg.gob.ec/campana-para-la-prevencion-de-cancer-de-cuello-uterino/</ext-link> (Accessed March 8, 2025).</mixed-citation>
</ref>
<ref id="B12">
<label>12.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pierz</surname> <given-names>AJ</given-names></name> <name><surname>Randall</surname> <given-names>TC</given-names></name> <name><surname>Castle</surname> <given-names>PE</given-names></name> <name><surname>Adedimeji</surname> <given-names>A</given-names></name> <name><surname>Ingabire</surname> <given-names>C</given-names></name> <name><surname>Kubwimana</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>A scoping review: facilitators and barriers of cervical cancer screening and early diagnosis of breast cancer in Sub-Saharan African health settings</article-title>. <source>Gynecol Oncol Rep.</source> (<year>2020</year>) <volume>33</volume>:<fpage>100605</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.gore.2020.100605</pub-id><pub-id pub-id-type="pmid">32637528</pub-id></mixed-citation>
</ref>
<ref id="B13">
<label>13.</label>
<mixed-citation publication-type="book"><person-group person-group-type="author"><name><surname>Tarupi</surname> <given-names>W</given-names></name> <name><surname>Imbaquingo</surname> <given-names>V</given-names></name> <name><surname>Cabrera</surname> <given-names>F</given-names></name> <name><surname>Abril</surname> <given-names>A</given-names></name></person-group>. <source>Epidemiolog&#x000ED;a Del C&#x000E1;ncer En Quito 2015 &#x02013; 2019 (17th ed).</source> <publisher-loc>Quito</publisher-loc>: <publisher-name>Sociedad de Lucha Contra el C&#x000E1;ncer/Registro Nacional de Tumores</publisher-name> (<year>2024</year>).</mixed-citation>
</ref>
<ref id="B14">
<label>14.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Soneji</surname> <given-names>S</given-names></name> <name><surname>Fukui</surname> <given-names>N</given-names></name></person-group>. <article-title>Socioeconomic determinants of cervical cancer screening in Latin America</article-title>. <source>Revista Panamericana de Salud P&#x000FA;blica.</source> (<year>2013</year>) <volume>33</volume>:<fpage>174</fpage>&#x02013;<lpage>82</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S1020-49892013000300003</pub-id><pub-id pub-id-type="pmid">23698136</pub-id></mixed-citation>
</ref>
<ref id="B15">
<label>15.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rahman</surname> <given-names>MS</given-names></name> <name><surname>Rahman</surname> <given-names>MM</given-names></name> <name><surname>Acharya</surname> <given-names>K</given-names></name> <name><surname>Haruyama</surname> <given-names>R</given-names></name> <name><surname>Shah</surname> <given-names>R</given-names></name> <name><surname>Matsuda</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>Disparities and determinants of testing for early detection of cervical cancer among nepalese women: evidence from a population-based survey</article-title>. <source>Cancer Epidemiol Biomark Prevent</source>. (<year>2024</year>) <volume>33</volume>:<fpage>1046</fpage>&#x02013;<lpage>56</lpage>. doi: <pub-id pub-id-type="doi">10.1158/1055-9965.EPI-24-0037</pub-id><pub-id pub-id-type="pmid">38820125</pub-id></mixed-citation>
</ref>
<ref id="B16">
<label>16.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Asiedu</surname> <given-names>C</given-names></name> <name><surname>McKinney</surname> <given-names>NS</given-names></name> <name><surname>Willis</surname> <given-names>AI</given-names></name> <name><surname>Lewis</surname> <given-names>FM</given-names></name> <name><surname>Virtue</surname> <given-names>S</given-names></name> <name><surname>Davey</surname> <given-names>A</given-names></name></person-group>. <article-title>Cancer and the family: variations by sex and race/ethnicity</article-title>. <source>Cancer Med.</source> (<year>2024</year>) <volume>13</volume>:<fpage>e6969</fpage>. doi: <pub-id pub-id-type="doi">10.1002/cam4.6969</pub-id><pub-id pub-id-type="pmid">38379329</pub-id></mixed-citation>
</ref>
<ref id="B17">
<label>17.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Sociedad</surname> <given-names>de Lucha Contra el C&#x000E1;ncer</given-names></name></person-group>. <source>SOLCA N&#x000FA;cleo de Quito.</source> (<year>2025</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://solcaquito.org.ec/">https://solcaquito.org.ec/</ext-link> (Accessed March 8, 2025).</mixed-citation>
</ref>
<ref id="B18">
<label>18.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>von Elm</surname> <given-names>E</given-names></name> <name><surname>Altman</surname> <given-names>DG</given-names></name> <name><surname>Egger</surname> <given-names>M</given-names></name> <name><surname>Pocock</surname> <given-names>SJ</given-names></name> <name><surname>G&#x000F8;tzsche</surname> <given-names>PC</given-names></name> <name><surname>Vandenbroucke</surname> <given-names>JP</given-names></name></person-group>. <article-title>The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: guidelines for reporting observational studies</article-title>. <source>Int J Surg.</source> (<year>2014</year>) <volume>12</volume>:<fpage>1495</fpage>&#x02013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijsu.2014.07.013</pub-id><pub-id pub-id-type="pmid">18313558</pub-id></mixed-citation>
</ref>
<ref id="B19">
<label>19.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shreffler</surname> <given-names>J</given-names></name> <name><surname>Huecker</surname> <given-names>M</given-names></name></person-group>. <article-title>Survival Analysis</article-title>. Treasure Island, FL: StatPearls Publishing (<year>2023</year>).</mixed-citation>
</ref>
<ref id="B20">
<label>20.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lewis</surname> <given-names>C</given-names></name> <name><surname>Cohen</surname> <given-names>P</given-names></name> <name><surname>Bahl</surname> <given-names>D</given-names></name> <name><surname>Levine</surname> <given-names>E</given-names></name> <name><surname>Khaliq</surname> <given-names>W</given-names></name></person-group>. <article-title>Race and ethnic categories: a brief review of global terms and nomenclature</article-title>. <source>Cureus.</source> (<year>2023</year>) <volume>15</volume>:<fpage>e4125</fpage>. doi: <pub-id pub-id-type="doi">10.7759/cureus.41253</pub-id><pub-id pub-id-type="pmid">37529803</pub-id></mixed-citation>
</ref>
<ref id="B21">
<label>21.</label>
<mixed-citation publication-type="book"><person-group person-group-type="author"><name><surname>Ministerio</surname> <given-names>del Trabajo</given-names></name></person-group>. <source>Acuerdo Ministerial Nro. MDT-2024-300.</source> <publisher-loc>Quito</publisher-loc>: <publisher-name>Gobierno del Ecuador</publisher-name> (<year>2024</year>).</mixed-citation>
</ref>
<ref id="B22">
<label>22.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bercow</surname> <given-names>AS</given-names></name> <name><surname>Nitecki</surname> <given-names>R</given-names></name> <name><surname>Haber</surname> <given-names>H</given-names></name> <name><surname>Gockley</surname> <given-names>AA</given-names></name> <name><surname>Hinchcliff</surname> <given-names>E</given-names></name> <name><surname>James</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Palliative care referral patterns and measures of aggressive care at the end of life in patients with cervical cancer</article-title>. <source>Int J Gynecol Cancer.</source> (<year>2021</year>) <volume>31</volume>:<fpage>66</fpage>&#x02013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1136/ijgc-2020-001812</pub-id><pub-id pub-id-type="pmid">33046575</pub-id></mixed-citation>
</ref>
<ref id="B23">
<label>23.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gutusa</surname> <given-names>F</given-names></name> <name><surname>Roets</surname> <given-names>L</given-names></name></person-group>. <article-title>Early cervical cancer screening: the influence of culture and religion</article-title>. <source>Afr J Prim Health Care Fam Med.</source> (<year>2023</year>) <volume>15</volume>:<fpage>e1</fpage>&#x02013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.4102/phcfm.v15i1.3776</pub-id><pub-id pub-id-type="pmid">36744462</pub-id></mixed-citation>
</ref>
<ref id="B24">
<label>24.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jeronimo</surname> <given-names>J</given-names></name> <name><surname>Castle</surname> <given-names>PE</given-names></name> <name><surname>Temin</surname> <given-names>S</given-names></name> <name><surname>Denny</surname> <given-names>L</given-names></name> <name><surname>Gupta</surname> <given-names>V</given-names></name> <name><surname>Kim</surname> <given-names>JJ</given-names></name> <etal/></person-group>. <article-title>Secondary Prevention of Cervical Cancer: ASCO resource-stratified clinical practice guideline</article-title>. <source>J Glob Oncol.</source> (<year>2017</year>) <volume>3</volume>:<fpage>635</fpage>&#x02013;<lpage>57</lpage>. doi: <pub-id pub-id-type="doi">10.1200/JGO.2016.006577</pub-id><pub-id pub-id-type="pmid">29094101</pub-id></mixed-citation>
</ref>
<ref id="B25">
<label>25.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bingham</surname> <given-names>A</given-names></name> <name><surname>Bishop</surname> <given-names>A</given-names></name> <name><surname>Coffey</surname> <given-names>P</given-names></name> <name><surname>Winkler</surname> <given-names>J</given-names></name> <name><surname>Bradley</surname> <given-names>J</given-names></name> <name><surname>Dzuba</surname> <given-names>I</given-names></name> <etal/></person-group>. <article-title>Factors affecting utilization of cervical cancer prevention services in low-resource settings</article-title>. <source>Salud Publica Mex.</source> (<year>2003</year>) <volume>45</volume>:<fpage>408</fpage>&#x02013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S0036-36342003000900015</pub-id><pub-id pub-id-type="pmid">14746034</pub-id></mixed-citation>
</ref>
<ref id="B26">
<label>26.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Leyva</surname> <given-names>M</given-names></name> <name><surname>Byrd</surname> <given-names>T</given-names></name> <name><surname>Tarwater</surname> <given-names>P</given-names></name></person-group>. <article-title>Attitudes towards cervical cancer screening</article-title>. <source>Calif J Health Promot.</source> (<year>2006</year>) <volume>4</volume>:<fpage>13</fpage>&#x02013;<lpage>24</lpage>. doi: <pub-id pub-id-type="doi">10.32398/cjhp.v4i2.1930</pub-id></mixed-citation>
</ref>
<ref id="B27">
<label>27.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>CM</given-names></name> <name><surname>Wentzensen</surname> <given-names>N</given-names></name> <name><surname>Castle</surname> <given-names>PE</given-names></name> <name><surname>Schiffman</surname> <given-names>M</given-names></name> <name><surname>Zuna</surname> <given-names>R</given-names></name> <name><surname>Arend</surname> <given-names>RC</given-names></name> <etal/></person-group>. <article-title>Racial and ethnic disparities in cervical cancer incidence, survival, and mortality by histologic subtype</article-title>. <source>J Clin Oncol.</source> (<year>2023</year>) <volume>41</volume>:<fpage>1059</fpage>&#x02013;<lpage>68</lpage>. doi: <pub-id pub-id-type="doi">10.1200/JCO.22.01424</pub-id><pub-id pub-id-type="pmid">36455190</pub-id></mixed-citation>
</ref>
<ref id="B28">
<label>28.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Baezconde-Garbanati</surname> <given-names>L</given-names></name> <name><surname>Agurto</surname> <given-names>I</given-names></name> <name><surname>Gravitt</surname> <given-names>PE</given-names></name> <name><surname>Luciani</surname> <given-names>S</given-names></name> <name><surname>Murphy</surname> <given-names>S</given-names></name> <name><surname>Ochoa</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Barriers and innovative interventions for early detection of cervical cancer</article-title>. <source>Salud Publica Mex.</source> (<year>2019</year>) <volume>61</volume>:<fpage>456</fpage>&#x02013;<lpage>60</lpage>. doi: <pub-id pub-id-type="doi">10.21149/10425</pub-id><pub-id pub-id-type="pmid">31430087</pub-id></mixed-citation>
</ref>
<ref id="B29">
<label>29.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kirchhoff AC Yi</surname> <given-names>J</given-names></name> <name><surname>Wright</surname> <given-names>J</given-names></name> <name><surname>Warner</surname> <given-names>EL</given-names></name> <name><surname>Smith</surname> <given-names>KR</given-names></name></person-group>. <article-title>Marriage and divorce among young adult cancer survivors</article-title>. <source>J Cancer Survivorsh.</source> (<year>2012</year>) <volume>6</volume>:<fpage>441</fpage>&#x02013;<lpage>50</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11764-012-0238-6</pub-id><pub-id pub-id-type="pmid">22956304</pub-id></mixed-citation>
</ref>
<ref id="B30">
<label>30.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fugmann</surname> <given-names>D</given-names></name> <name><surname>Boeker</surname> <given-names>M</given-names></name> <name><surname>Holsteg</surname> <given-names>S</given-names></name> <name><surname>Steiner</surname> <given-names>N</given-names></name> <name><surname>Prins</surname> <given-names>J</given-names></name> <name><surname>Karger</surname> <given-names>A</given-names></name></person-group>. <article-title>A systematic review: the effect of cancer on the divorce rate</article-title>. <source>Front Psychol</source>. (<year>2022</year>) <volume>13</volume>:<fpage>828656</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2022.828656</pub-id><pub-id pub-id-type="pmid">35356338</pub-id></mixed-citation>
</ref>
<ref id="B31">
<label>31.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Garg</surname> <given-names>PR</given-names></name> <name><surname>Srivastava</surname> <given-names>S</given-names></name> <name><surname>Shumayla</surname> <given-names>S</given-names></name> <name><surname>Kurian</surname> <given-names>K</given-names></name> <name><surname>Rehman</surname> <given-names>A</given-names></name> <name><surname>Garg</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Women&#x00027;s knowledge on cervical cancer risk factors and symptoms: a cross sectional study from urban India</article-title>. <source>Asian Pac J Cancer Prevent.</source> (<year>2022</year>) <volume>23</volume>:<fpage>1083</fpage>&#x02013;<lpage>90</lpage>. doi: <pub-id pub-id-type="doi">10.31557/APJCP.2022.23.3.1083</pub-id><pub-id pub-id-type="pmid">35345384</pub-id></mixed-citation>
</ref>
<ref id="B32">
<label>32.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Oldertr&#x000F8;en Solli</surname> <given-names>K</given-names></name> <name><surname>de Boer</surname> <given-names>M</given-names></name> <name><surname>Nyheim Solbr&#x000E6;kke</surname> <given-names>K</given-names></name> <name><surname>Thoresen</surname> <given-names>L</given-names></name></person-group>. <article-title>Male partners&#x00027; experiences of caregiving for women with cervical cancer&#x02014;a qualitative study</article-title>. <source>J Clin Nurs.</source> (<year>2019</year>) <volume>28</volume>:<fpage>987</fpage>&#x02013;<lpage>96</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jocn.14688</pub-id><pub-id pub-id-type="pmid">30302850</pub-id></mixed-citation>
</ref>
<ref id="B33">
<label>33.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sokale</surname> <given-names>IO</given-names></name> <name><surname>Oluyomi</surname> <given-names>AO</given-names></name> <name><surname>Montealegre</surname> <given-names>JR</given-names></name> <name><surname>Thrift</surname> <given-names>AP</given-names></name></person-group>. <article-title>Racial/ethnic disparities in cervical cancer stage at diagnosis: mediating effects of neighborhood-level socioeconomic deprivation</article-title>. <source>Cancer Epidemiol Biomark Prevent.</source> (<year>2023</year>) <volume>32</volume>:<fpage>818</fpage>&#x02013;<lpage>24</lpage>. doi: <pub-id pub-id-type="doi">10.1158/1055-9965.EPI-23-0038</pub-id><pub-id pub-id-type="pmid">37067295</pub-id></mixed-citation>
</ref>
<ref id="B34">
<label>34.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Instituto</surname> <given-names>Nacional de Estad&#x000ED;stica y Censos</given-names></name></person-group>. <source>Censo Ecuador.</source> (<year>2023</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://cubos.inec.gob.ec/AppCensoEcuador/">https://cubos.inec.gob.ec/AppCensoEcuador/</ext-link> (Accessed June 11, 2025).</mixed-citation>
</ref>
<ref id="B35">
<label>35.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sharma</surname> <given-names>C</given-names></name> <name><surname>Deutsch</surname> <given-names>I</given-names></name> <name><surname>Horowitz</surname> <given-names>DP</given-names></name> <name><surname>Hershman</surname> <given-names>DL</given-names></name> <name><surname>Lewin</surname> <given-names>SN</given-names></name> <name><surname>Lu</surname> <given-names>YS</given-names></name> <etal/></person-group>. <article-title>Patterns of care and treatment outcomes for elderly women with cervical cancer</article-title>. <source>Cancer.</source> (<year>2012</year>) <volume>118</volume>:<fpage>3618</fpage>&#x02013;<lpage>26</lpage>. doi: <pub-id pub-id-type="doi">10.1002/cncr.26589</pub-id><pub-id pub-id-type="pmid">22038773</pub-id></mixed-citation>
</ref>
<ref id="B36">
<label>36.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Baasland</surname> <given-names>I</given-names></name> <name><surname>Vie</surname> <given-names>G&#x000C5;</given-names></name> <name><surname>Romundstad</surname> <given-names>PR</given-names></name> <name><surname>L&#x000F6;nnberg</surname> <given-names>S</given-names></name></person-group>. <article-title>Cervical cancer mortality in Norway according to screening attendance and age</article-title>. <source>Acta Obstet Gynecol Scand.</source> (<year>2022</year>) <volume>101</volume>:<fpage>952</fpage>&#x02013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1111/aogs.14402</pub-id><pub-id pub-id-type="pmid">35689441</pub-id></mixed-citation>
</ref>
<ref id="B37">
<label>37.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Casta&#x000F1;&#x000F3;n</surname> <given-names>A</given-names></name> <name><surname>Landy</surname> <given-names>R</given-names></name> <name><surname>Cuzick</surname> <given-names>J</given-names></name> <name><surname>Sasieni</surname> <given-names>P</given-names></name></person-group>. <article-title>Cervical screening at age 50&#x02013;64 years and the risk of cervical cancer at age 65 years and older: population-based case control study</article-title>. <source>PLoS Med.</source> (<year>2014</year>) <volume>11</volume>:<fpage>e1001585</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pmed.1001585</pub-id><pub-id pub-id-type="pmid">24453946</pub-id></mixed-citation>
</ref>
<ref id="B38">
<label>38.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Donkers</surname> <given-names>H</given-names></name> <name><surname>Bekkers</surname> <given-names>R</given-names></name> <name><surname>Galaal</surname> <given-names>K</given-names></name></person-group>. <article-title>Systematic review on socioeconomic deprivation and cervical cancer: inequalities in survival</article-title>. <source>J Health Care Poor Underserved.</source> (<year>2021</year>) <volume>32</volume>:<fpage>751</fpage>&#x02013;<lpage>66</lpage>. doi: <pub-id pub-id-type="doi">10.1353/hpu.2021.0103</pub-id><pub-id pub-id-type="pmid">34120975</pub-id></mixed-citation>
</ref>
<ref id="B39">
<label>39.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kroenke</surname> <given-names>CH</given-names></name> <name><surname>Quesenberry</surname> <given-names>C</given-names></name> <name><surname>Kwan</surname> <given-names>ML</given-names></name> <name><surname>Sweeney</surname> <given-names>C</given-names></name> <name><surname>Castillo</surname> <given-names>A</given-names></name> <name><surname>Caan</surname> <given-names>BJ</given-names></name></person-group>. <article-title>Social networks, social support, and burden in relationships, and mortality after breast cancer diagnosis in the Life After Breast Cancer Epidemiology (LACE) study</article-title>. <source>Breast Cancer Res Treat.</source> (<year>2013</year>) <volume>137</volume>:<fpage>261</fpage>&#x02013;<lpage>71</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10549-012-2253-8</pub-id><pub-id pub-id-type="pmid">23143212</pub-id></mixed-citation>
</ref>
<ref id="B40">
<label>40.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mebratie</surname> <given-names>AE</given-names></name> <name><surname>Moges</surname> <given-names>NA</given-names></name> <name><surname>Meselu</surname> <given-names>BT</given-names></name> <name><surname>Melesse</surname> <given-names>MF</given-names></name></person-group>. <article-title>Time to death from cervical cancer and predictors among cervical cancer patients in Felege Hiwot Comprehensive Specialized Hospital, North West Ethiopia: facility-based retrospective follow-up study</article-title>. <source>PLoS ONE.</source> (<year>2022</year>) <volume>17</volume>:<fpage>e0269576</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0269576</pub-id><pub-id pub-id-type="pmid">35749539</pub-id></mixed-citation>
</ref>
<ref id="B41">
<label>41.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ishikawa</surname> <given-names>Y</given-names></name> <name><surname>Fukui</surname> <given-names>S</given-names></name> <name><surname>Saito</surname> <given-names>T</given-names></name> <name><surname>Fujita</surname> <given-names>J</given-names></name> <name><surname>Watanabe</surname> <given-names>M</given-names></name> <name><surname>Yoshiuchi</surname> <given-names>K</given-names></name></person-group>. <article-title>Family preference for place of death mediates the relationship between patient preference and actual place of death: a nationwide retrospective cross-sectional study</article-title>. <source>PLoS ONE.</source> (<year>2013</year>) <volume>8</volume>:<fpage>e56848</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0056848</pub-id><pub-id pub-id-type="pmid">23520458</pub-id></mixed-citation>
</ref>
<ref id="B42">
<label>42.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cai</surname> <given-names>J</given-names></name> <name><surname>Zhang</surname> <given-names>L</given-names></name> <name><surname>Guerriere</surname> <given-names>D</given-names></name> <name><surname>Fan</surname> <given-names>H</given-names></name> <name><surname>Coyte</surname> <given-names>PC</given-names></name></person-group>. <article-title>What variables contribute to the achievement of a preferred home death for cancer patients in receipt of home-based palliative care in Canada?</article-title> <source>Cancer Nurs.</source> (<year>2021</year>) <volume>44</volume>:<fpage>214</fpage>&#x02013;<lpage>22</lpage>. doi: <pub-id pub-id-type="doi">10.1097/NCC.0000000000000863</pub-id><pub-id pub-id-type="pmid">32649334</pub-id></mixed-citation>
</ref>
<ref id="B43">
<label>43.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cai</surname> <given-names>J</given-names></name> <name><surname>Zhang</surname> <given-names>L</given-names></name> <name><surname>Guerriere</surname> <given-names>D</given-names></name> <name><surname>Coyte</surname> <given-names>PC</given-names></name></person-group>. <article-title>Congruence between preferred and actual place of death for those in receipt of home-based palliative care</article-title>. <source>J Palliat Med.</source> (<year>2020</year>) <volume>23</volume>:<fpage>1460</fpage>&#x02013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1089/jpm.2019.0582</pub-id><pub-id pub-id-type="pmid">32286904</pub-id></mixed-citation>
</ref>
<ref id="B44">
<label>44.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jeurkar</surname> <given-names>N</given-names></name> <name><surname>Farrington</surname> <given-names>S</given-names></name> <name><surname>Craig</surname> <given-names>TR</given-names></name> <name><surname>Slattery</surname> <given-names>J</given-names></name> <name><surname>Harrold</surname> <given-names>JK</given-names></name> <name><surname>Oldanie</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Which hospice patients with cancer are able to die in the setting of their choice? Results of a retrospective cohort study</article-title>. <source>J Clin Oncol.</source> (<year>2012</year>) <volume>30</volume>:<fpage>2783</fpage>&#x02013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2011.41.5711</pub-id><pub-id pub-id-type="pmid">22734023</pub-id></mixed-citation>
</ref>
<ref id="B45">
<label>45.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Feliciano</surname> <given-names>DR</given-names></name> <name><surname>Reis-Pina</surname> <given-names>P</given-names></name></person-group>. <article-title>Enhancing end-of-life care with home-based palliative interventions: a systematic review</article-title>. <source>J Pain Symptom Manage.</source> (<year>2024</year>) <volume>68</volume>:<fpage>e356</fpage>&#x02013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jpainsymman.2024.07.005</pub-id><pub-id pub-id-type="pmid">39002710</pub-id></mixed-citation>
</ref>
<ref id="B46">
<label>46.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Seow</surname> <given-names>H</given-names></name> <name><surname>Brazil</surname> <given-names>K</given-names></name> <name><surname>Sussman</surname> <given-names>J</given-names></name> <name><surname>Pereira</surname> <given-names>J</given-names></name> <name><surname>Marshall</surname> <given-names>D</given-names></name> <name><surname>Austin</surname> <given-names>PC</given-names></name> <etal/></person-group>. <article-title>Impact of community based, specialist palliative care teams on hospitalisations and emergency department visits late in life and hospital deaths: a pooled analysis</article-title>. <source>BMJ.</source> (<year>2014</year>) <volume>348</volume>:<fpage>g3496</fpage>&#x02013;<lpage>g3496</lpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.g3496</pub-id><pub-id pub-id-type="pmid">24906901</pub-id></mixed-citation>
</ref>
<ref id="B47">
<label>47.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schr&#x000F6;der</surname> <given-names>J</given-names></name> <name><surname>Riiser</surname> <given-names>K</given-names></name> <name><surname>Holmen</surname> <given-names>H</given-names></name></person-group>. <article-title>The needs of healthcare personnel who provide home-based pediatric palliative care: a mixed method systematic review</article-title>. <source>BMC Health Serv Res.</source> (<year>2024</year>) <volume>24</volume>:<fpage>45</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12913-023-10495-7</pub-id><pub-id pub-id-type="pmid">38195519</pub-id></mixed-citation>
</ref>
<ref id="B48">
<label>48.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Ministerio</surname> <given-names>de Salud P&#x000FA;blica</given-names></name></person-group>. <source>2024: Semana de vacunaci&#x000F3;n de las Am&#x000E9;ricas pondr&#x000E1; &#x000E9;nfasis en prevenir el c&#x000E1;ncer de cuello uterino.</source> (<year>2024</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.salud.gob.ec/2024-semana-de-vacunacion-de-las-americas-pondra-enfasis-en-prevenir-el-cancer-de-cuello-uterino/">https://www.salud.gob.ec/2024-semana-de-vacunacion-de-las-americas-pondra-enfasis-en-prevenir-el-cancer-de-cuello-uterino/</ext-link> (Accessed January 13, 2025).</mixed-citation>
</ref>
<ref id="B49">
<label>49.</label>
<mixed-citation publication-type="book"><person-group person-group-type="author"><name><surname>Asamblea</surname> <given-names>Nacional Rep&#x000FA;blica del Ecuador</given-names></name></person-group>. <source>Ley Org&#x000E1;nica de Cuidados Paliativos</source>. <publisher-loc>Quito</publisher-loc>: <publisher-name>Registro Oficial</publisher-name>.</mixed-citation>
</ref>
<ref id="B50">
<label>50.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Ministerio</surname> <given-names>de Salud P&#x000FA;blica</given-names></name></person-group>. <source>MSP trabaja en Pol</source>&#x000ED;<italic>tica Nacional de Cuidados Paliativos para mejorar la calidad de vida de pacientes terminales</italic>. Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.salud.gob.ec/msp-trabaja-en-politica-nacional-de-cuidados-paliativos-para-mejorar-la-calidad-de-vida-de-pacientes-terminales/">https://www.salud.gob.ec/msp-trabaja-en-politica-nacional-de-cuidados-paliativos-para-mejorar-la-calidad-de-vida-de-pacientes-terminales/</ext-link> (Accessed June 5, 2025).</mixed-citation>
</ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/32578/overview">Qian Li</ext-link>, Columbia University, United States</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1513654/overview">Anurima Baidya</ext-link>, Johns Hopkins University, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2417124/overview">Arjun Katailiha</ext-link>, University of Texas MD Anderson Cancer Center, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2864478/overview">Celeste Vaughan-Briggs</ext-link>, Thomas Jefferson University Hospital, United States</p>
</fn>
</fn-group>
</back>
</article>