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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title-group>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2026.1762998</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>A population-based retrospective cohort study of 4,103 pneumoconiosis cases in Zhenjiang, China, 1965&#x2013;2025: a survival analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name>
<surname>Haiyang</surname>
<given-names>Qian</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Yanping</surname>
<given-names>Li</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Yan</surname>
<given-names>Chen</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Shi</surname>
<given-names>Xie</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Jiayan</surname>
<given-names>Wu</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Jinfeng</surname>
<given-names>Ni</given-names>
</name>
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<aff id="aff1"><label>1</label><institution>Zhenjiang Center for Disease Control and Prevention</institution>, <city>Zhenjiang</city>, <state>Jiangsu Province</state>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Jiangsu Helin Cement Co., Ltd.</institution>, <city>Zhenjiang</city>, <state>Jiangsu Province</state>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Qian Haiyang, <email xlink:href="mailto:qhy0221@126.com">qhy0221@126.com</email></corresp>
<fn fn-type="equal" id="fn0001">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-29">
<day>29</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>14</volume>
<elocation-id>1762998</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>12</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Haiyang, Yanping, Yan, Shi, Jiayan and Jinfeng.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Haiyang, Yanping, Yan, Shi, Jiayan and Jinfeng</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-29">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>Objectives</title>
<p>To identify key determinants of survival outcomes in pneumoconiosis patients, quantify their associations with mortality risk, and develop evidence-based intervention strategies for improving quality of life in this population, grounded in epidemiological findings.</p>
</sec>
<sec>
<title>Methods</title>
<p>Life-table analysis was employed to calculate survival probabilities and mortality density during the observation period. Kaplan&#x2013;Meier methods were used to generate survival curves with intergroup comparisons performed by log-rank tests. Cox proportional hazards regression models were applied to evaluate the independent effects of covariates on survival time.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 4,103 cases had several species of pneumoconiosis, including silicosis, coal worker pneumoconiosis, welder pneumoconiosis, and other pneumoconiosis that accounted for 65.56, 28.22, 1.54 and 4.68% of total pneumoconiosis, respectively. 77.82% of cases were initially diagnosed at Stage I, 18.94% at Stage II, and 3.24% at Stage III. 85.86% of patients remained stable condition, 14.14% upgraded. The overall average survival time was determined as 24.35&#x202F;&#x00B1;&#x202F;9.91&#x202F;years, the life expectancy reached 37.063&#x202F;years in total, and the total mortality of patients suffering from pneumoconiosis was 28.03%. With disease progression, mean dust exposure duration, mean survival time, and life expectancy demonstrated progressive declines, whereas the number of people with lower economic levels, the proportion of small and medium-sized enterprises, along with age at onset and mortality rates, exhibited significant increases. Industries (mining, manufacturing), enterprise size (medium scale), first diagnostic stage (Stage III), and earlier age of onset were found as important risk factors for the survival of patients suffering from pneumoconiosis.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Stage III at initial diagnosis was an independent risk factor for mortality, while employment in mining/manufacturing, work in medium-sized enterprises, and younger age at onset also significantly increased the risk of death. Occupational health interventions should therefore focus on high-risk industries and enterprises, and enhance monitoring and management of both early-onset and advanced-stage patients. Delaying disease progression and implementing early health management are of critical public health importance for improving overall survival.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Cox regression analysis</kwd>
<kwd>dust-exposure</kwd>
<kwd>occupational disease</kwd>
<kwd>pneumoconiosis</kwd>
<kwd>survival analysis</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was funded by the Zhenjiang Science and Technology Think Tank Project (grant number: ZKQN-2024-005) and Guiding Science and Technology Plan Project for Social Development in Zhenjiang City (grant number: FZ2023092).</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="63"/>
<page-count count="14"/>
<word-count count="9628"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Occupational Health and Safety</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Pneumoconiosis is a chronic disease attributed to the long-term inhalation and deposition of inorganic mineral dust in the lungs during occupational activities, with serious harm and a large number of patients (<xref ref-type="bibr" rid="ref1">1</xref>). The main pathological manifestations of pneumoconiosis include chronic pulmonary inflammation, persistent pulmonary fibrosis and other substantial irreversible changes that may occur after exposure cessation (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>). In 2017, silicosis was the most common type of pneumoconiosis worldwide, followed by coal worker pneumoconiosis (CWP) (<xref ref-type="bibr" rid="ref4">4</xref>). In addition, known pneumoconiosis also include welder&#x2019;s pneumoconiosis, graphite disease, carbon black pneumoconiosis and others (<xref ref-type="bibr" rid="ref5">5</xref>). Pneumoconiosis is a chronic occupational disease that, due to its irreversible pathological changes, is difficult to recover from once contracted. At present, there is no effective treatment for pneumoconiosis, and prevention has always been the main means to reduce the incidence rate and mortality of pneumoconiosis, and causing significant economic burden and health losses to the country and patients.</p>
<p>In China, pneumoconiosis is the leading occupational diseases that need to pay more focus. China suffered from the world&#x2019;s largest health loss from pneumoconiosis in 2019, accounting for two-thirds of the global health loss from pneumoconiosis (<xref ref-type="bibr" rid="ref6">6</xref>). In 2023, a total of 12,087 new cases of various occupational diseases were reported nationwide, including 8,051 cases of occupational pneumoconiosis, accounting for 66.61% of the total cases (<xref ref-type="bibr" rid="ref7">7</xref>). According to occupational history and the severity of radiographs, pneumoconiosis is divided into three stages in China (<xref ref-type="bibr" rid="ref8">8</xref>), which is different from the classification of simple type (further divided into subtypes 1, 2, and 3) and complex type (further divided into subtypes A, B, and C) by the International Labor Organization (ILO) (<xref ref-type="bibr" rid="ref9">9</xref>). However, there is a certain correlation between the two. The first, both using lung changes on radiographs as the main basis for diagnostic classification; the second, Stage I represents simple pneumoconiosis of the ILO, while Stage III represents complex pneumoconiosis of categories B and C of the ILO; the third, Stage II falls between the two stages mentioned above; the fourth, both can serve as important basis for occupational injury compensation. In addition, the classification of pneumoconiosis can be used as an important factor for the survival time of cases (<xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p>The industrial structure of Zhenjiang City, which is dominated by sectors such as metal and non-metal mining, metallurgy, coal mining, non-ferrous metal smelting and processing, high-end equipment manufacturing, new materials, automotive and parts, as well as shipbuilding and marine engineering, stands in sharp contrast to the export-oriented processing model centered on light industry and electronics in Southern China (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref11">11</xref>), the foundational industrial model focused on energy and heavy chemicals in Northern China (<xref ref-type="bibr" rid="ref12">12</xref>), the equipment manufacturing model supported by steel and automobiles in Central China (<xref ref-type="bibr" rid="ref13">13</xref>), and the resource development model emphasizing mining and metallurgy in Southwest China (<xref ref-type="bibr" rid="ref14">14</xref>). The industrial characteristics of Eastern China, including Zhenjiang, are marked by a combination of diversification and density (<xref ref-type="bibr" rid="ref15">15</xref>). The region is home to numerous small and medium-sized manufacturing enterprises, leading to a more complex array of occupational hazards. Although no occupational disease incidents had occurred in the past, there are quite a few pneumoconiosis patients. This distinct context endows research on the survival status of pneumoconiosis in this area with unique representativeness and necessity.</p>
<p>To prevent pneumoconiosis, the ILO and the World Health Organization (WHO) have jointly launched a global plan to eliminate pneumoconiosis, with the goal of eradicating pneumoconiosis worldwide by 2030. China has invested a lot of energy and funds in the prevention and control of pneumoconiosis, and has included occupational health in the Healthy China 2030 Plan, and included in the Five-Year Plan for National Economic and Social Development and the State Council&#x2019;s Safety Production Assessment. The aim of this study is to evaluate the key factors affecting the survival of pneumoconiosis patients in Zhenjiang City, reduce related complications, prolong survival, and provide evidence for improving patients&#x2019; quality of life. Therefore, follow-up was conducted on occupational pneumoconiosis patients reported in Zhenjiang City from 1965 to 2025, and the survival status of pneumoconiosis patients was analyzed, aiming to provide scientific basis for the prevention and treatment of pneumoconiosis.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Study subjects</title>
<p>In 2025, a total of nearly 4,200 cases of pneumoconiosis were collected through follow-up and retrospective investigation in Zhenjiang City. Excluding factors such as no onset time, inability to investigate survival status, no exact date of death for death cases, and loss of contact, a total of 4,103 relatively complete data points were screened. <xref ref-type="fig" rid="fig1">Figure 1</xref> shows the flowchart of pneumoconiosis case selection and cohort establishment in the Zhenjiang study. The study population consisted of 4,103 cases of pneumoconiosis first diagnosed in Zhenjiang City from 1965 to 2025. The patients were diagnosed with pneumoconiosis by the Zhenjiang City Center for Disease Control and Prevention, a qualified institution for occupational disease diagnosis. The diagnosis was made by at least three certified occupational disease physicians in accordance with the prevailing &#x201C;Diagnostic Criteria for Pneumoconiosis.&#x201D; Due to the continuous revision of diagnostic standards, from 1965 to 2025, the &#x201C;Medical Preventive Measures for Silicon Dust Workers,&#x201D; &#x201C;GB 5906&#x2013;1986 X-ray Diagnosis Standards and Treatment Principles for Pneumoconiosis,&#x201D; &#x201C;GB5906-1997 X-ray Diagnosis for Pneumoconiosis,&#x201D; &#x201C;GBZ 70&#x2013;2002 Diagnosis Standards for Pneumoconiosis,&#x201D; &#x201C;GB-70-2009 Diagnosis Standards for Pneumoconiosis&#x201D; and &#x201C;GBZ 70&#x2013;2015 Diagnosis Standards for Pneumoconiosis&#x201D; were successively adopted for the diagnosis of pneumoconiosis. According to the above criteria, pneumoconiosis was divided into three stages based on the progression of the disease or the severity of the condition. This study was conducted in accordance with the Helsinki Declaration (revised in 2024). This study had been approved by the Ethics Committee of the Zhenjiang Center for Disease Control and Prevention (No. 2025002), and individual consent for this retrospective analysis had been waived.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Flowchart of pneumoconiosis case selection and cohort establishment in the Zhenjiang study.</p>
</caption>
<graphic xlink:href="fpubh-14-1762998-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart outlining the process of collecting and screening occupational disease cases. Begins with initial case collection from three data sources: Occupational Disease Diagnosis Institutions, Center for Disease Control and Prevention, and Work Injury Insurance Authorities. An initial pool of 4,183 cases undergoes inclusion/exclusion criteria screening. Inclusion includes confirmation by a pneumoconiosis panel, diagnosis between 1965 and 2025, employment status, and residency. Exclusion covers missing information, duplicates, and ineligibility. Results in 4,103 eligible cases. The final cohort undergoes data linkage, enhancement, and database cleaning, preparing it for survival/risk factor analysis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Data source</title>
<p>The information of pneumoconiosis patients mainly came from three channels: core diagnosis and case registration from occupational disease diagnosis institutions and Centers for Disease Control and Prevention (CDC), occupational exposure history information from employers&#x2019; occupational health surveillance archives, work-related injury insurance and labor security records, survival outcomes and cause of death information from the all-cause-of-death registration system, registered residence and population registration system. Data from all the above sources were securely linked and merged using the resident ID number as the unique identifier. In cases of discrepancies between sources (e.g., differences in recorded diagnosis dates), the research team adjudicated based on the original diagnosis certificate or the earliest reliable record to ensure the accuracy and consistency of each variable. All the information of pneumoconiosis patients was obtained and submitted by diagnostic institutions through the occupational disease network direct reporting system. In addition, the occupational disease prevention and control department of the Center for Disease Control and Prevention conducted annual follow-up on pneumoconiosis cases to ensure timely updated of their information. The obtained data involved basic demographic information, job type, industry category, company economic level, initial date of dust exposure, end date of dust exposure, date of first diagnosis of pneumoconiosis, type of pneumoconiosis, diagnosis of each stage, diagnosis date of upgraded outcome variables for each diagnosis stage, date of death, etc. The missing data had check to ensure its completeness and reliability. According to the latest follow-up information in Zhenjiang City, data on 4,103 pneumoconiosis cases from 1965 to 2025 were collected.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Definition</title>
<p>Death cases: Cases of death due to pneumoconiosis or its complications (such as tuberculosis and pulmonary heart disease) were defined as death cases. Using ICD-10 codes, the underlying causes of death for pneumoconiosis cases were primarily categorized under the following codes: J60&#x2013;J65 (pneumoconiosis due to specific dusts), C45 (mesothelioma attributable to asbestos exposure), J43 (emphysema), C34 (malignant neoplasms of bronchus and lung), A15&#x2013;A19 (tuberculosis), and I26&#x2013;I28 (pulmonary heart disease and diseases of the pulmonary circulation).</p>
<p>Censored Cases: Those who died due to other reasons (such as accidents, liver failure, kidney and autoimmune diseases), or were still alive at the end of observation (October 31, 2025), or loss to follow-up, were classified as censored data.</p>
<p>Survival time: It was defined as the period in years from the initial pneumoconiosis diagnosis (t&#x2080;) to death (the event), study termination, or loss to follow-up (censoring).</p>
<p>Disability rating: The disability level was determined in accordance with &#x201C;GB/T16180-2014 Standard for identify work ability&#x2014;Gradation of disability caused by work-related injuries and occupational diseases.&#x201D;</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Statistical analysis</title>
<p>All statistical analyses, including descriptive statistics and survival analyses, were performed using R software (version 4.5.1). Group comparisons utilized the &#x03C7;<sup>2</sup> test for categorical variables and one-way ANOVA for continuous variables. Survival rates and median survival time were estimated via life-table analysis for age-stratified cases. Age-specific mortality probabilities were also derived from these analyses. Mortality rates were compared across subgroups created by the intersection of age categories and disease stages. Kaplan&#x2013;Meier survival curves were generated and compared using the log-rank test. Independent predictors of survival were identified using a multivariate Cox proportional hazards model. Covariates for the final model were selected through a forward stepwise procedure, guided by the likelihood ratio test and the Akaike Information Criterion (AIC). A two-sided <italic>p</italic>-value &#x003C; 0.05 was considered statistically significant. Definitions and coding for all variables included in the regression models are provided in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Cox and Weibull regression variable assignment table.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variable name</th>
<th align="left" valign="top">Assignment description</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age (X1)</td>
<td align="left" valign="top">Continuous variable</td>
</tr>
<tr>
<td align="left" valign="top">Gender (X2)</td>
<td align="left" valign="top">Men&#x202F;=&#x202F;1, women&#x202F;=&#x202F;2</td>
</tr>
<tr>
<td align="left" valign="top">Industry category (X3)</td>
<td align="left" valign="top">Mining&#x202F;=&#x202F;0, manufacturing&#x202F;=&#x202F;1, public management and social security&#x202F;=&#x202F;2, others&#x202F;=&#x202F;3</td>
</tr>
<tr>
<td align="left" valign="top">Economic level (X4)</td>
<td align="left" valign="top">High level&#x202F;=&#x202F;1, medium level&#x202F;=&#x202F;2, low level&#x202F;=&#x202F;3</td>
</tr>
<tr>
<td align="left" valign="top">Enterprise size (X5)</td>
<td align="left" valign="top">Big&#x202F;=&#x202F;1, middle&#x202F;=&#x202F;2, small or micro&#x202F;=&#x202F;3, others&#x202F;=&#x202F;4</td>
</tr>
<tr>
<td align="left" valign="top">Dust exposure duration (X6)</td>
<td align="left" valign="top">Continuous variable</td>
</tr>
<tr>
<td align="left" valign="top">Types (X7)</td>
<td align="left" valign="top">Silicosis&#x202F;=&#x202F;0, CWP&#x202F;=&#x202F;1, Welder&#x2019;s pneumoconiosis&#x202F;=&#x202F;2, others&#x202F;=&#x202F;3</td>
</tr>
<tr>
<td align="left" valign="top">First diagnostic stage (X8)</td>
<td align="left" valign="top">Stage I&#x202F;=&#x202F;0, stage II&#x202F;=&#x202F;1, stage III&#x202F;=&#x202F;2</td>
</tr>
<tr>
<td align="left" valign="top">Age of onset (X9)</td>
<td align="left" valign="top">Continuous variable</td>
</tr>
<tr>
<td align="left" valign="top">Upgrade of stages (X10)</td>
<td align="left" valign="top">Stable stages&#x202F;=&#x202F;0, upgrade I to II&#x202F;=&#x202F;1, upgrade II to III&#x202F;=&#x202F;2, upgrade I to III&#x202F;=&#x202F;3</td>
</tr>
<tr>
<td align="left" valign="top">Social security (X11)</td>
<td align="left" valign="top">Deny&#x202F;=&#x202F;0, employment injury insurance&#x202F;=&#x202F;1, medical insurance&#x202F;=&#x202F;2</td>
</tr>
<tr>
<td align="left" valign="top">Degree of disability (X12)</td>
<td align="left" valign="top">Unrated&#x202F;=&#x202F;0, &#x2264;Level 7&#x202F;=&#x202F;1, Level 7&#x2013;4&#x202F;=&#x202F;2, &#x003E;Level 4&#x202F;=&#x202F;3</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="results" id="sec7">
<label>3</label>
<title>Results</title>
<sec id="sec8">
<label>3.1</label>
<title>Demographic and occupational characteristics</title>
<p>Silicosis (2,690 cases, 65.56%), CWP (1,158 cases, 28.22%), and welder&#x2019;s pneumoconiosis (63 cases, 1.54%) were the top three of the total reported pneumoconiosis. According to the stage of pneumoconiosis, demographic and occupational characteristics data were divided into three groups. Among all 4,103 participants, 3,193 (77.82%) were first diagnosed in Stage I, 777 (18.94%) in Stage II, and 133 (3.24%) in Stage III. Most patients (3,523 cases, 85.86%) were still in the initial diagnosis stage and remained stable, with 520 cases (12.67%) upgraded from Stage I to Stage II, 37 cases (0.90%) upgraded from Stage II to Stage III, and 23 cases (0.56%) upgraded from Stage I to Stage III. The average ages of the three stages were 72.34&#x202F;&#x00B1;&#x202F;8.20&#x202F;years, 73.28&#x202F;&#x00B1;&#x202F;9.02&#x202F;years, and 70.47&#x202F;&#x00B1;&#x202F;12.08&#x202F;years, respectively. The onset age of Stage III was higher than that of Stage I and Stage II. Contrary to the above results, the average dust exposure period in the Stage III was shorter than that of Stage I and Stage II, and the dust exposure duration was generally between 1 and 52&#x202F;years. The overall average survival time of all participants was 24.35&#x202F;&#x00B1;&#x202F;9.71&#x202F;years, with a survival time of 20.55&#x202F;&#x00B1;&#x202F;13.50&#x202F;years for Stage III, significantly lower than Stage I (23.59&#x202F;&#x00B1;&#x202F;9.10&#x202F;years) and Stage II (28.13&#x202F;&#x00B1;&#x202F;10.38&#x202F;years). The overall mortality rate and mortality rates of patients with Stage I, Stage II, and Stage III pneumoconiosis were 28.03, 24.12, 38.10, and 63.16%, respectively. The mortality rate showed an upward trend as the pneumoconiosis stage progressed. All variables in the three stages had statistical significance (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05; <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Demographic and occupational characteristics involved in this study.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" rowspan="2" valign="top">Variables</th>
<th align="left" colspan="2" valign="top">Stage I (<italic>n</italic>&#x00A0;=&#x2009;3,193)</th>
<th align="left" colspan="2" valign="top">Stage II (<italic>n</italic>&#x00A0;=&#x2009;777)</th>
<th align="left" colspan="2" valign="top">Stage III (<italic>n</italic>&#x00A0;=&#x2009;133)</th>
<th align="left" rowspan="2" valign="top">F</th>
<th align="left" rowspan="2" valign="top"><italic>p</italic></th>
</tr>
<tr>
<th align="left" valign="top">N</th>
<th align="left" valign="top">%</th>
<th align="left" valign="top">N</th>
<th align="left" valign="top">%</th>
<th align="left" valign="top">N</th>
<th align="left" valign="top">%</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Age (years), mean &#x00B1; SD</td>
<td align="left" colspan="2" valign="middle">72.34&#x2009;&#x00B1;&#x2009;8.20</td>
<td align="left" colspan="2" valign="middle">73.28&#x2009;&#x00B1;&#x2009;9.02</td>
<td align="left" colspan="2" valign="middle">70.47&#x2009;&#x00B1;&#x2009;12.08</td>
<td align="char" char="." valign="middle">7.60</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x003C;50</td>
<td align="left" valign="middle">25</td>
<td align="char" char="." valign="middle">0.78</td>
<td align="left" valign="middle">12</td>
<td align="char" char="." valign="middle">1.54</td>
<td align="left" valign="middle">7</td>
<td align="char" char="." valign="middle">5.26</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;50&#x2013;60</td>
<td align="left" valign="middle">275</td>
<td align="char" char="." valign="middle">8.61</td>
<td align="left" valign="middle">57</td>
<td align="char" char="." valign="middle">7.34</td>
<td align="left" valign="middle">19</td>
<td align="char" char="." valign="middle">14.29</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;60&#x2013;70</td>
<td align="left" valign="middle">646</td>
<td align="char" char="." valign="middle">20.23</td>
<td align="left" valign="middle">146</td>
<td align="char" char="." valign="middle">18.79</td>
<td align="left" valign="middle">32</td>
<td align="char" char="." valign="middle">24.06</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2265;70</td>
<td align="left" valign="middle">2,247</td>
<td align="char" char="." valign="middle">70.37</td>
<td align="left" valign="middle">562</td>
<td align="char" char="." valign="middle">72.33</td>
<td align="left" valign="middle">75</td>
<td align="char" char="." valign="middle">56.39</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Gender</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">10.35</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Male</td>
<td align="left" valign="middle">3,151</td>
<td align="char" char="." valign="middle">98.68</td>
<td align="left" valign="middle">773</td>
<td align="char" char="." valign="middle">99.49</td>
<td align="left" valign="middle">128</td>
<td align="char" char="." valign="middle">96.24</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Female</td>
<td align="left" valign="middle">42</td>
<td align="char" char="." valign="middle">1.32</td>
<td align="left" valign="middle">4</td>
<td align="char" char="." valign="middle">0.51</td>
<td align="left" valign="middle">5</td>
<td align="char" char="." valign="middle">3.76</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Industry category</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">82.43</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Mining</td>
<td align="left" valign="middle">2,284</td>
<td align="char" char="." valign="middle">71.53</td>
<td align="left" valign="middle">672</td>
<td align="char" char="." valign="middle">86.48</td>
<td align="left" valign="middle">88</td>
<td align="char" char="." valign="middle">66.17</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Manufacturing</td>
<td align="left" valign="middle">575</td>
<td align="char" char="." valign="middle">18.01</td>
<td align="left" valign="middle">57</td>
<td align="char" char="." valign="middle">7.34</td>
<td align="left" valign="middle">26</td>
<td align="char" char="." valign="middle">19.55</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Public management and social security</td>
<td align="left" valign="middle">318</td>
<td align="char" char="." valign="middle">9.87</td>
<td align="left" valign="middle">47</td>
<td align="char" char="." valign="middle">6.05</td>
<td align="left" valign="middle">19</td>
<td align="char" char="." valign="middle">14.29</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Others</td>
<td align="left" valign="middle">19</td>
<td align="char" char="." valign="middle">0.60</td>
<td align="left" valign="middle">1</td>
<td align="char" char="." valign="middle">0.13</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Economic level</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">75.31</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;High level</td>
<td align="left" valign="middle">2,484</td>
<td align="char" char="." valign="middle">77.80</td>
<td align="left" valign="middle">678</td>
<td align="char" char="." valign="middle">87.26</td>
<td align="left" valign="middle">77</td>
<td align="char" char="." valign="middle">57.89</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Medium level</td>
<td align="left" valign="middle">398</td>
<td align="char" char="." valign="middle">12.46</td>
<td align="left" valign="middle">61</td>
<td align="char" char="." valign="middle">7.85</td>
<td align="left" valign="middle">26</td>
<td align="char" char="." valign="middle">19.55</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Low level</td>
<td align="left" valign="middle">311</td>
<td align="char" char="." valign="middle">9.74</td>
<td align="left" valign="middle">38</td>
<td align="char" char="." valign="middle">4.89</td>
<td align="left" valign="middle">30</td>
<td align="char" char="." valign="middle">22.56</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Enterprise size</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">158.56</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Big</td>
<td align="left" valign="middle">2,352</td>
<td align="char" char="." valign="middle">73.66</td>
<td align="left" valign="middle">665</td>
<td align="char" char="." valign="middle">85.59</td>
<td align="left" valign="middle">74</td>
<td align="char" char="." valign="middle">55.64</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Middle</td>
<td align="left" valign="middle">407</td>
<td align="char" char="." valign="middle">12.75</td>
<td align="left" valign="middle">34</td>
<td align="char" char="." valign="middle">4.38</td>
<td align="left" valign="middle">12</td>
<td align="char" char="." valign="middle">9.02</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Small or micro</td>
<td align="left" valign="middle">115</td>
<td align="char" char="." valign="middle">3.60</td>
<td align="left" valign="middle">31</td>
<td align="char" char="." valign="middle">3.99</td>
<td align="left" valign="middle">27</td>
<td align="char" char="." valign="middle">20.30</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Others</td>
<td align="left" valign="middle">319</td>
<td align="char" char="." valign="middle">9.99</td>
<td align="left" valign="middle">47</td>
<td align="char" char="." valign="middle">6.05</td>
<td align="left" valign="middle">20</td>
<td align="char" char="." valign="middle">15.04</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Dust exposure duration (years), mean &#x00B1; SD</td>
<td align="left" colspan="2" valign="middle">17.53&#x2009;&#x00B1;&#x2009;7.66</td>
<td align="left" colspan="2" valign="middle">17.14&#x2009;&#x00B1;&#x2009;5.98</td>
<td align="left" colspan="2" valign="middle">15.49&#x2009;&#x00B1;&#x2009;7.37</td>
<td align="char" char="." valign="middle">5.46</td>
<td align="left" valign="middle">0.004</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x003C;10</td>
<td align="left" valign="middle">622</td>
<td align="char" char="." valign="middle">19.48</td>
<td align="left" valign="middle">101</td>
<td align="char" char="." valign="middle">13.00</td>
<td align="left" valign="middle">35</td>
<td align="char" char="." valign="middle">26.32</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;10&#x2013;20</td>
<td align="left" valign="middle">1,428</td>
<td align="char" char="." valign="middle">44.72</td>
<td align="left" valign="middle">482</td>
<td align="char" char="." valign="middle">62.03</td>
<td align="left" valign="middle">73</td>
<td align="char" char="." valign="middle">54.89</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;20&#x2013;30</td>
<td align="left" valign="middle">999</td>
<td align="char" char="." valign="middle">31.29</td>
<td align="left" valign="middle">183</td>
<td align="char" char="." valign="middle">23.55</td>
<td align="left" valign="middle">19</td>
<td align="char" char="." valign="middle">14.29</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;30&#x2013;40</td>
<td align="left" valign="middle">128</td>
<td align="char" char="." valign="middle">4.01</td>
<td align="left" valign="middle">7</td>
<td align="char" char="." valign="middle">0.90</td>
<td align="left" valign="middle">6</td>
<td align="char" char="." valign="middle">4.51</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2265;40</td>
<td align="left" valign="middle">16</td>
<td align="char" char="." valign="middle">0.50</td>
<td align="left" valign="middle">4</td>
<td align="char" char="." valign="middle">0.51</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Types</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">102.36</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Silicosis</td>
<td align="left" valign="middle">1,968</td>
<td align="char" char="." valign="middle">61.63</td>
<td align="left" valign="middle">615</td>
<td align="char" char="." valign="middle">79.15</td>
<td align="left" valign="middle">107</td>
<td align="char" char="." valign="middle">80.45</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;CWP</td>
<td align="left" valign="middle">1,000</td>
<td align="char" char="." valign="middle">31.32</td>
<td align="left" valign="middle">140</td>
<td align="char" char="." valign="middle">18.02</td>
<td align="left" valign="middle">18</td>
<td align="char" char="." valign="middle">13.53</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Welder&#x2019;s pneumoconiosis</td>
<td align="left" valign="middle">53</td>
<td align="char" char="." valign="middle">1.66</td>
<td align="left" valign="middle">8</td>
<td align="char" char="." valign="middle">1.03</td>
<td align="left" valign="middle">2</td>
<td align="char" char="." valign="middle">1.50</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Others</td>
<td align="left" valign="middle">172</td>
<td align="char" char="." valign="middle">5.39</td>
<td align="left" valign="middle">14</td>
<td align="char" char="." valign="middle">1.80</td>
<td align="left" valign="middle">6</td>
<td align="char" char="." valign="middle">4.51</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">First diagnostic stage</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">3300.00</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Stage I</td>
<td align="left" valign="middle">3,193</td>
<td align="char" char="." valign="middle">100.00</td>
<td align="left" valign="middle">520</td>
<td align="char" char="." valign="middle">66.92</td>
<td align="left" valign="middle">50</td>
<td align="char" char="." valign="middle">37.59</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Stage II</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td align="left" valign="middle">257</td>
<td align="char" char="." valign="middle">33.08</td>
<td align="left" valign="middle">10</td>
<td align="char" char="." valign="middle">7.52</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Stage III</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td align="left" valign="middle">73</td>
<td align="char" char="." valign="middle">54.89</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Age of onset (years), mean &#x00B1; SD</td>
<td align="left" colspan="2" valign="middle">48.74&#x2009;&#x00B1;&#x2009;9.23</td>
<td align="left" colspan="2" valign="middle">45.15&#x2009;&#x00B1;&#x2009;8.79</td>
<td align="left" colspan="2" valign="middle">49.92&#x2009;&#x00B1;&#x2009;12.62</td>
<td align="char" char="." valign="middle">49.43</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;10&#x2013;20</td>
<td align="left" valign="middle">3</td>
<td align="char" char="." valign="middle">0.09</td>
<td align="left" valign="middle">1</td>
<td align="char" char="." valign="middle">0.13</td>
<td align="left" valign="middle">1</td>
<td align="char" char="." valign="middle">0.75</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;20&#x2013;30</td>
<td align="left" valign="middle">38</td>
<td align="char" char="." valign="middle">1.19</td>
<td align="left" valign="middle">15</td>
<td align="char" char="." valign="middle">1.93</td>
<td align="left" valign="middle">3</td>
<td align="char" char="." valign="middle">2.26</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;30&#x2013;40</td>
<td align="left" valign="middle">360</td>
<td align="char" char="." valign="middle">11.27</td>
<td align="left" valign="middle">181</td>
<td align="char" char="." valign="middle">23.29</td>
<td align="left" valign="middle">28</td>
<td align="char" char="." valign="middle">21.05</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2265;40</td>
<td align="left" valign="middle">2,792</td>
<td align="char" char="." valign="middle">87.44</td>
<td align="left" valign="middle">580</td>
<td align="char" char="." valign="middle">74.65</td>
<td align="left" valign="middle">101</td>
<td align="char" char="." valign="middle">75.94</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Upgrade of stages of pneumoconiosis</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">4400.00</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Stable stages</td>
<td align="left" valign="middle">3,193</td>
<td align="char" char="." valign="middle">100.00</td>
<td align="left" valign="middle">257</td>
<td align="char" char="." valign="middle">33.08</td>
<td align="left" valign="middle">73</td>
<td align="char" char="." valign="middle">54.89</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Upgrade I to II</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td align="left" valign="middle">520</td>
<td align="char" char="." valign="middle">66.92</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Upgrade II to III</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td align="left" valign="middle">37</td>
<td align="char" char="." valign="middle">27.82</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Upgrade I to III</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td align="left" valign="middle">0</td>
<td align="char" char="." valign="middle">0.00</td>
<td align="left" valign="middle">23</td>
<td align="char" char="." valign="middle">17.29</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Social security</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">162.95</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Deny</td>
<td align="left" valign="middle">771</td>
<td align="char" char="." valign="middle">24.15</td>
<td align="left" valign="middle">297</td>
<td align="char" char="." valign="middle">38.22</td>
<td align="left" valign="middle">85</td>
<td align="char" char="." valign="middle">63.91</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Employment injury insurance</td>
<td align="left" valign="middle">1,533</td>
<td align="char" char="." valign="middle">48.01</td>
<td align="left" valign="middle">258</td>
<td align="char" char="." valign="middle">33.20</td>
<td align="left" valign="middle">27</td>
<td align="char" char="." valign="middle">20.30</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Medical insurance</td>
<td align="left" valign="middle">889</td>
<td align="char" char="." valign="middle">27.84</td>
<td align="left" valign="middle">222</td>
<td align="char" char="." valign="middle">28.57</td>
<td align="left" valign="middle">21</td>
<td align="char" char="." valign="middle">15.79</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Degree of disability</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">2000.00</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Unrated</td>
<td align="left" valign="middle">752</td>
<td align="char" char="." valign="middle">23.55</td>
<td align="left" valign="middle">279</td>
<td align="char" char="." valign="middle">35.91</td>
<td align="left" valign="middle">79</td>
<td align="char" char="." valign="middle">59.40</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x2264;Level 7</td>
<td align="left" valign="middle">2,242</td>
<td align="char" char="." valign="middle">70.22</td>
<td align="left" valign="middle">46</td>
<td align="char" char="." valign="middle">5.92</td>
<td align="left" valign="middle">3</td>
<td align="char" char="." valign="middle">2.26</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Level 7&#x2013;4</td>
<td align="left" valign="middle">197</td>
<td align="char" char="." valign="middle">6.17</td>
<td align="left" valign="middle">441</td>
<td align="char" char="." valign="middle">56.76</td>
<td align="left" valign="middle">31</td>
<td align="char" char="." valign="middle">23.31</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;&#x003E;Level 4</td>
<td align="left" valign="middle">2</td>
<td align="char" char="." valign="middle">0.06</td>
<td align="left" valign="middle">11</td>
<td align="char" char="." valign="middle">1.42</td>
<td align="left" valign="middle">20</td>
<td align="char" char="." valign="middle">15.04</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Survival time (years), mean &#x00B1; SD</td>
<td align="left" colspan="2" valign="middle">23.59&#x2009;&#x00B1;&#x2009;9.10</td>
<td align="left" colspan="2" valign="middle">28.13&#x2009;&#x00B1;&#x2009;10.38</td>
<td align="left" colspan="2" valign="middle">20.55&#x2009;&#x00B1;&#x2009;13.50</td>
<td align="char" char="." valign="middle">81.93</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Outcome variables</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">144.64</td>
<td align="left" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Dead</td>
<td align="left" valign="middle">770</td>
<td align="char" char="." valign="middle">24.12</td>
<td align="left" valign="middle">296</td>
<td align="char" char="." valign="middle">38.10</td>
<td align="left" valign="middle">84</td>
<td align="char" char="." valign="middle">63.16</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">&#x2003;Survival</td>
<td align="left" valign="middle">2,423</td>
<td align="char" char="." valign="middle">75.88</td>
<td align="left" valign="middle">481</td>
<td align="char" char="." valign="middle">61.90</td>
<td align="left" valign="middle">49</td>
<td align="char" char="." valign="middle">36.84</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SD, standard deviation.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec9">
<label>3.2</label>
<title>Mean survival time of patients suffering from pneumoconiosis in different age groups</title>
<p><xref ref-type="table" rid="tab3">Table 3</xref> presents the cumulative survival rates and mean survival times for pneumoconiosis patients stratified into 10 5-year age groups. The cumulative survival rate declined significantly with increasing age (&#x03C7;<sup>2</sup>&#x202F;=&#x202F;650.18, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Notably, patients aged 55&#x2013;60&#x202F;years and those over 70&#x202F;years exhibited longer mean survival times compared with other age groups. The corresponding numbers of death cases in each age stratum are also provided in the table.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Cumulative survival rate and its median survival time of 4,103 patients suffering from pneumoconiosis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Age groups</th>
<th align="center" valign="top">Observed patients</th>
<th align="center" valign="top">Surviving patients</th>
<th align="center" valign="top">Observed died patients</th>
<th align="center" valign="top">Cumulatively observed patients</th>
<th align="center" valign="top">Corrected observed patients</th>
<th align="center" valign="top">Mortality rate</th>
<th align="center" valign="top">Survival rate</th>
<th align="center" valign="top">Cumulatively survival rate</th>
<th align="center" valign="top">Cumulatively mortality rate</th>
<th align="center" valign="top">Hazard rate</th>
<th align="center" valign="top">Median survival time (years)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">&#x003C;35</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">4,103</td>
<td align="center" valign="middle">4,103</td>
<td align="char" valign="middle" char=".">0.0005</td>
<td align="char" valign="middle" char=".">0.9995</td>
<td align="char" valign="middle" char=".">0.9995</td>
<td align="char" valign="middle" char=".">0.0005</td>
<td align="char" valign="middle" char=".">0.6670</td>
<td align="char" valign="middle" char=".">0.26</td>
</tr>
<tr>
<td align="left" valign="middle">35-</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">4,101</td>
<td align="center" valign="middle">4,101</td>
<td align="char" valign="middle" char=".">0.0010</td>
<td align="char" valign="middle" char=".">0.9990</td>
<td align="char" valign="middle" char=".">0.9985</td>
<td align="char" valign="middle" char=".">0.0015</td>
<td align="char" valign="middle" char=".">0.4000</td>
<td align="char" valign="middle" char=".">5.03</td>
</tr>
<tr>
<td align="left" valign="middle">40-</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">4,097</td>
<td align="center" valign="middle">4,096</td>
<td align="char" valign="middle" char=".">0.0017</td>
<td align="char" valign="middle" char=".">0.9983</td>
<td align="char" valign="middle" char=".">0.9968</td>
<td align="char" valign="middle" char=".">0.0032</td>
<td align="char" valign="middle" char=".">0.1670</td>
<td align="char" valign="middle" char=".">9.04</td>
</tr>
<tr>
<td align="left" valign="middle">45-</td>
<td align="center" valign="middle">29</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">4,088</td>
<td align="center" valign="middle">4,083.5</td>
<td align="char" valign="middle" char=".">0.0049</td>
<td align="char" valign="middle" char=".">0.9951</td>
<td align="char" valign="middle" char=".">0.9920</td>
<td align="char" valign="middle" char=".">0.0080</td>
<td align="char" valign="middle" char=".">0.0581</td>
<td align="char" valign="middle" char=".">7.99</td>
</tr>
<tr>
<td align="left" valign="middle">50-</td>
<td align="center" valign="middle">109</td>
<td align="center" valign="middle">53</td>
<td align="center" valign="middle">56</td>
<td align="center" valign="middle">4,059</td>
<td align="center" valign="middle">4,032.5</td>
<td align="char" valign="middle" char=".">0.0139</td>
<td align="char" valign="middle" char=".">0.9861</td>
<td align="char" valign="middle" char=".">0.9783</td>
<td align="char" valign="middle" char=".">0.0217</td>
<td align="char" valign="middle" char=".">0.0064</td>
<td align="char" valign="middle" char=".">15.18</td>
</tr>
<tr>
<td align="left" valign="middle">55-</td>
<td align="center" valign="middle">242</td>
<td align="center" valign="middle">159</td>
<td align="center" valign="middle">83</td>
<td align="center" valign="middle">3,950</td>
<td align="center" valign="middle">3,870.5</td>
<td align="char" valign="middle" char=".">0.0214</td>
<td align="char" valign="middle" char=".">0.9786</td>
<td align="char" valign="middle" char=".">0.9581</td>
<td align="char" valign="middle" char=".">0.0419</td>
<td align="char" valign="middle" char=".">0.0046</td>
<td align="char" valign="middle" char=".">37.59</td>
</tr>
<tr>
<td align="left" valign="middle">60-</td>
<td align="center" valign="middle">356</td>
<td align="center" valign="middle">237</td>
<td align="center" valign="middle">119</td>
<td align="center" valign="middle">3,708</td>
<td align="center" valign="middle">3,589.5</td>
<td align="char" valign="middle" char=".">0.0332</td>
<td align="char" valign="middle" char=".">0.9668</td>
<td align="char" valign="middle" char=".">0.9291</td>
<td align="char" valign="middle" char=".">0.0709</td>
<td align="char" valign="middle" char=".">0.0038</td>
<td align="char" valign="middle" char=".">29.82</td>
</tr>
<tr>
<td align="left" valign="middle">65-</td>
<td align="center" valign="middle">468</td>
<td align="center" valign="middle">292</td>
<td align="center" valign="middle">176</td>
<td align="center" valign="middle">3,352</td>
<td align="center" valign="middle">3,206</td>
<td align="char" valign="middle" char=".">0.0549</td>
<td align="char" valign="middle" char=".">0.9451</td>
<td align="char" valign="middle" char=".">0.8862</td>
<td align="char" valign="middle" char=".">0.1138</td>
<td align="char" valign="middle" char=".">0.0063</td>
<td align="char" valign="middle" char=".">30.22</td>
</tr>
<tr>
<td align="left" valign="middle">70-</td>
<td align="center" valign="middle">1,336</td>
<td align="center" valign="middle">1,098</td>
<td align="center" valign="middle">238</td>
<td align="center" valign="middle">2,884</td>
<td align="center" valign="middle">2,335</td>
<td align="char" valign="middle" char=".">0.1019</td>
<td align="char" valign="middle" char=".">0.8981</td>
<td align="char" valign="middle" char=".">0.8282</td>
<td align="char" valign="middle" char=".">0.1718</td>
<td align="char" valign="middle" char=".">0.0014</td>
<td align="char" valign="middle" char=".">38.46</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2265;75</td>
<td align="center" valign="middle">1,548</td>
<td align="center" valign="middle">1,103</td>
<td align="center" valign="middle">445</td>
<td align="center" valign="middle">1,548</td>
<td align="center" valign="middle">996.5</td>
<td align="char" valign="middle" char=".">0.4466</td>
<td align="char" valign="middle" char=".">0.5534</td>
<td align="char" valign="middle" char=".">0.7197</td>
<td align="char" valign="middle" char=".">0.2803</td>
<td align="char" valign="middle" char=".">0.0013</td>
<td align="char" valign="middle" char=".">41.92</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec10">
<label>3.3</label>
<title>Age-specific mortalities for pneumoconiosis cases at the respective stage</title>
<p><xref ref-type="table" rid="tab4">Table 4</xref> lists the age-specific mortality rates and median survival time for each stage. In the three stages of the older adult group, there were a considerable number of observed cases and deceased patients. Compared with Stage I, Stage II and Stage III have higher mortality rates and shorter median survival times. Statistical analysis revealed significant disparities in mortality rates between Stage I and Stage II (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Additionally, a statistically significant difference in median survival time was observed between Stage I and Stage III (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Age-specific mortalities for patients with pneumoconiosis in each stage.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Age</th>
<th align="center" valign="top" colspan="4">Stage I</th>
<th align="center" valign="top" colspan="4">Stage II</th>
<th align="center" valign="top" colspan="4">Stage III</th>
</tr>
<tr>
<th align="center" valign="top">Observed patients</th>
<th align="center" valign="top">Died patients</th>
<th align="center" valign="top">Mortality rate (%)</th>
<th align="center" valign="top">Median survival time (years)</th>
<th align="center" valign="top">Observed patients</th>
<th align="center" valign="top">Died patients</th>
<th align="center" valign="top">Mortality rate (%)</th>
<th align="center" valign="top">Median survival time (years)</th>
<th align="center" valign="top">Observed patients</th>
<th align="center" valign="top">Died patients</th>
<th align="center" valign="top">Mortality rate (%)</th>
<th align="center" valign="top">Median survival time (years)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">&#x003C;35</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">-</td>
<td align="char" valign="middle" char=".">0.00</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">-</td>
<td align="char" valign="middle" char=".">0.00</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">100.00</td>
<td align="char" valign="middle" char=".">0.24</td>
</tr>
<tr>
<td align="left" valign="middle">35-</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">100.00</td>
<td align="char" valign="middle" char=".">0.05</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">100.00</td>
<td align="char" valign="middle" char=".">4.33</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">-</td>
<td align="char" valign="middle" char=".">0.00</td>
</tr>
<tr>
<td align="left" valign="middle">40-</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">66.67</td>
<td align="char" valign="middle" char=".">1.91</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">100.00</td>
<td align="char" valign="middle" char=".">9.04</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">100.00</td>
<td align="char" valign="middle" char=".">0.00</td>
</tr>
<tr>
<td align="left" valign="middle">45-</td>
<td align="center" valign="middle">17</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">64.71</td>
<td align="char" valign="middle" char=".">8.07</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">62.50</td>
<td align="char" valign="middle" char=".">7.99</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">100.00</td>
<td align="char" valign="middle" char=".">2.19</td>
</tr>
<tr>
<td align="left" valign="middle">50-</td>
<td align="center" valign="middle">78</td>
<td align="center" valign="middle">35</td>
<td align="center" valign="middle">44.87</td>
<td align="char" valign="middle" char=".">18.00</td>
<td align="center" valign="middle">19</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">68.42</td>
<td align="char" valign="middle" char=".">13.32</td>
<td align="center" valign="middle">12</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">66.67</td>
<td align="char" valign="middle" char=".">14.37</td>
</tr>
<tr>
<td align="left" valign="middle">55-</td>
<td align="center" valign="middle">197</td>
<td align="center" valign="middle">60</td>
<td align="center" valign="middle">30.46</td>
<td align="char" valign="middle" char=".">24.28<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="center" valign="middle">38</td>
<td align="center" valign="middle">18</td>
<td align="center" valign="middle">47.37</td>
<td align="char" valign="middle" char=".">16.53</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">71.43</td>
<td align="char" valign="middle" char=".">22.11</td>
</tr>
<tr>
<td align="left" valign="middle">60-</td>
<td align="center" valign="middle">289</td>
<td align="center" valign="middle">82</td>
<td align="center" valign="middle">28.37</td>
<td align="char" valign="middle" char=".">35.19</td>
<td align="center" valign="middle">53</td>
<td align="center" valign="middle">29</td>
<td align="center" valign="middle">54.72</td>
<td align="char" valign="middle" char=".">24.19</td>
<td align="center" valign="middle">14</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">57.14</td>
<td align="char" valign="middle" char=".">23.49</td>
</tr>
<tr>
<td align="left" valign="middle">65-</td>
<td align="center" valign="middle">357</td>
<td align="center" valign="middle">121</td>
<td align="center" valign="middle">33.89</td>
<td align="char" valign="middle" char=".">31.11</td>
<td align="center" valign="middle">93</td>
<td align="center" valign="middle">44</td>
<td align="center" valign="middle">47.31</td>
<td align="char" valign="middle" char=".">31.25</td>
<td align="center" valign="middle">18</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">61.11</td>
<td align="char" valign="middle" char=".">24.36</td>
</tr>
<tr>
<td align="left" valign="middle">70-</td>
<td align="center" valign="middle">1,082</td>
<td align="center" valign="middle">172</td>
<td align="center" valign="middle">15.90</td>
<td align="char" valign="middle" char=".">38.46</td>
<td align="center" valign="middle">229</td>
<td align="center" valign="middle">55</td>
<td align="center" valign="middle">24.02</td>
<td align="char" valign="middle" char=".">38.05</td>
<td align="center" valign="middle">25</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">44.00</td>
<td align="char" valign="middle" char=".">36.11</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2265;75</td>
<td align="center" valign="middle">1,165</td>
<td align="center" valign="middle">283</td>
<td align="center" valign="middle">24.29</td>
<td align="char" valign="middle" char=".">41.95</td>
<td align="center" valign="middle">333</td>
<td align="center" valign="middle">128</td>
<td align="center" valign="middle">38.44</td>
<td align="char" valign="middle" char=".">42.97</td>
<td align="center" valign="middle">50</td>
<td align="center" valign="middle">34</td>
<td align="center" valign="middle">68.00</td>
<td align="char" valign="middle" char=".">33.86</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>Average survival time. Because over 50% of patients were still alive at the end of the study, the median survival time was not reached.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec11">
<label>3.4</label>
<title>Comparison of survival curves between the three-stage groups</title>
<p><xref ref-type="fig" rid="fig2">Figure 2</xref> demonstrates distinct survival patterns across pneumoconiosis stages. The survival curves for Stage I and Stage II patients consistently positioned above those of Stage III patients. Specifically, at the 40-year post-diagnosis timepoint, Stage I patients maintained significantly higher survival rates compared to Stage II, although their survival trajectories largely overlapped during the preceding period. Survival analysis revealed statistically significant differences in survival time across stages (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). All stages exhibited progressively declining cumulative survival rates over time.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Survival curves of 4,103 pneumoconiosis patients in three stages.</p>
</caption>
<graphic xlink:href="fpubh-14-1762998-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Kaplan-Meier survival curve showing survival probability over time for three strata: stage one in blue, stage two in yellow, and stage three in gray. Each line is accompanied by a shaded area representing confidence intervals. Survival probability decreases as survival time increases, with stage three having the lowest survival probability throughout.</alt-text>
</graphic>
</fig>
<p>The overall life expectancy of the cohort reached 37.063&#x202F;years (95% CI: 36.2&#x2013;38.1). When stratified by stage, life expectancy estimates were 38.344&#x202F;years (95% CI: 37.3&#x2013;39.4) for Stage I, 37.083&#x202F;years (95% CI: 35.9&#x2013;38.3) for Stage II, and 26.441&#x202F;years (95% CI: 24.8&#x2013;28.1) for Stage III. Kaplan&#x2013;Meier analysis with log-rank testing yielded a chi-square value of 66.722, confirming statistically significant differences in survival distributions among the three stages (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
</sec>
<sec id="sec12">
<label>3.5</label>
<title>Multivariate cox regression analysis of pneumoconiosis cases</title>
<p>Survival analysis was conducted by a Cox regression model. The covariates comprised both categorical variables (e.g., gender, industries category, economic level, enterprise size, disease types, first diagnostic stage, upgrade of stages of pneumoconiosis, and degree of disability) and continuous variables (dust exposure years and age at onset). As shown in the Cox regression analysis results in <xref ref-type="table" rid="tab5">Table 5</xref>, industries (mining, manufacturing), enterprise size (medium scale), first diagnostic stage (Stage III), and age of onset were associated with mortality from pneumoconiosis. The manufacturing industry [Hazard Ratio (HR)&#x202F;=&#x202F;9.856, 95% confidence interval (CI): 1.724&#x2013;56.338], mining industry (HR&#x202F;=&#x202F;2.676, 95% CI: 2.050&#x2013;3.493), and medium-sized enterprises (HR&#x202F;=&#x202F;2.493, 95% CI: 1.478&#x2013;4.204) were reported as the top three risk factors, followed by first diagnosis of Stage III (HR&#x202F;=&#x202F;1.781, 95% CI&#x202F;=&#x202F;1.281&#x2013;2.476) and age of onset (HR&#x202F;=&#x202F;1.097, 95% CI: 1.088&#x2013;1.105). The presence of a disability rating&#x2014;particularly at level 7 or below, or within levels 7&#x2013;4&#x2014;was associated with a markedly reduced mortality risk (HR&#x202F;&#x2248;&#x202F;0.060).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Multivariate Cox regression analysis of 4,103 patients suffering from pneumoconiosis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="left" valign="top">&#x03B2;</th>
<th align="left" valign="top">Standard error</th>
<th align="left" valign="top">Wald &#x03C7;<sup>2</sup></th>
<th align="left" valign="top"><italic>p</italic></th>
<th align="left" valign="top">HR</th>
<th align="left" valign="top">95% CI</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Gender</td>
<td/>
<td/>
<td align="char" char="." valign="top">6.920</td>
<td align="char" char="." valign="top">0.009</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Male</td>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="top">1.000</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Female</td>
<td align="char" char="." valign="middle">&#x2212;1.076</td>
<td align="char" char="." valign="middle">0.409</td>
<td align="char" char="." valign="middle">&#x2212;2.631</td>
<td align="char" char="." valign="middle">0.009</td>
<td align="char" char="." valign="middle">0.341</td>
<td align="char" char="&#x2013;" valign="middle">0.153&#x2013;0.760</td>
</tr>
<tr>
<td align="left" valign="top">Industries category</td>
<td/>
<td/>
<td align="char" char="." valign="top">19.620</td>
<td align="char" char="." valign="top">&#x003C;0.001</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Mining</td>
<td align="char" char="." valign="middle">0.984</td>
<td align="char" char="." valign="middle">0.136</td>
<td align="char" char="." valign="middle">7.236</td>
<td align="char" char="." valign="middle">&#x003C;0.001</td>
<td align="char" char="." valign="middle">2.676</td>
<td align="char" char="&#x2013;" valign="middle">2.050&#x2013;3.493</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Manufacturing</td>
<td align="char" char="." valign="middle">2.288</td>
<td align="char" char="." valign="middle">0.889</td>
<td align="char" char="." valign="middle">2.572</td>
<td align="char" char="." valign="middle">0.010</td>
<td align="char" char="." valign="middle">9.856</td>
<td align="char" char="&#x2013;" valign="middle">1.724&#x2013;56.338</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Public management and social security</td>
<td align="char" char="." valign="middle">0.453</td>
<td align="char" char="." valign="middle">0.594</td>
<td align="char" char="." valign="middle">0.764</td>
<td align="char" char="." valign="middle">0.445</td>
<td align="char" char="." valign="middle">1.574</td>
<td align="char" char="&#x2013;" valign="middle">0.491&#x2013;5.038</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Others</td>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">1.000</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Economic level</td>
<td/>
<td/>
<td align="char" char="." valign="top">7.229</td>
<td align="char" char="." valign="top">&#x003C;0.001</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;High level</td>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="top">1.000</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Medium level</td>
<td align="char" char="." valign="middle">&#x2212;1.559</td>
<td align="char" char="." valign="middle">0.428</td>
<td align="char" char="." valign="middle">&#x2212;3.640</td>
<td align="char" char="." valign="middle">&#x003C;0.001</td>
<td align="char" char="." valign="middle">0.210</td>
<td align="char" char="&#x2013;" valign="middle">0.091&#x2013;0.487</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Low level</td>
<td align="char" char="." valign="middle">&#x2212;0.032</td>
<td align="char" char="." valign="middle">0.217</td>
<td align="char" char="." valign="middle">&#x2212;0.147</td>
<td align="char" char="." valign="middle">0.883</td>
<td align="char" char="." valign="middle">0.969</td>
<td align="char" char="&#x2013;" valign="middle">0.633&#x2013;1.483</td>
</tr>
<tr>
<td align="left" valign="top">Enterprise size</td>
<td/>
<td/>
<td align="char" char="." valign="top">6.338</td>
<td align="char" char="." valign="top">&#x003C;0.001</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Big</td>
<td align="char" char="." valign="middle">&#x2212;0.096</td>
<td align="char" char="." valign="middle">0.186</td>
<td align="char" char="." valign="middle">&#x2212;0.513</td>
<td align="char" char="." valign="middle">0.608</td>
<td align="char" char="." valign="middle">0.909</td>
<td align="char" char="&#x2013;" valign="middle">0.631&#x2013;1.309</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Middle</td>
<td align="char" char="." valign="middle">0.914</td>
<td align="char" char="." valign="middle">0.267</td>
<td align="char" char="." valign="middle">3.426</td>
<td align="char" char="." valign="middle">&#x003C;0.001</td>
<td align="char" char="." valign="middle">2.493</td>
<td align="char" char="&#x2013;" valign="middle">1.478&#x2013;4.204</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Small and micro</td>
<td align="char" char="." valign="middle">0.086</td>
<td align="char" char="." valign="middle">1.003</td>
<td align="char" char="." valign="middle">0.086</td>
<td align="char" char="." valign="middle">0.932</td>
<td align="char" char="." valign="middle">1.090</td>
<td align="char" char="&#x2013;" valign="middle">0.153&#x2013;7.789</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Others</td>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">1.000</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Dust exposure duration (years)</td>
<td align="char" char="." valign="middle">&#x2212;0.004</td>
<td align="char" char="." valign="middle">0.005</td>
<td align="char" char="." valign="middle">0.754</td>
<td align="char" char="." valign="middle">0.385</td>
<td align="char" char="." valign="middle">0.996</td>
<td align="char" char="&#x2013;" valign="middle">0.986&#x2013;1.006</td>
</tr>
<tr>
<td align="left" valign="top">Types</td>
<td/>
<td/>
<td align="char" char="." valign="top">0.394</td>
<td align="char" char="." valign="top">0.757</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Silicosis</td>
<td align="char" char="." valign="middle">&#x2212;0.038</td>
<td align="char" char="." valign="middle">0.075</td>
<td align="char" char="." valign="middle">&#x2212;0.506</td>
<td align="char" char="." valign="middle">0.613</td>
<td align="char" char="." valign="middle">0.963</td>
<td align="char" char="&#x2013;" valign="middle">0.831&#x2013;1.115</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Coal worker&#x2019;s pneumoconiosis</td>
<td align="char" char="." valign="middle">&#x2212;0.186</td>
<td align="char" char="." valign="middle">0.420</td>
<td align="char" char="." valign="middle">&#x2212;0.444</td>
<td align="char" char="." valign="middle">0.657</td>
<td align="char" char="." valign="middle">0.830</td>
<td align="char" char="&#x2013;" valign="middle">0.364&#x2013;1.891</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Welder&#x2019;s pneumoconiosis</td>
<td align="char" char="." valign="middle">&#x2212;0.246</td>
<td align="char" char="." valign="middle">0.256</td>
<td align="char" char="." valign="middle">&#x2212;0.961</td>
<td align="char" char="." valign="middle">0.336</td>
<td align="char" char="." valign="middle">0.782</td>
<td align="char" char="&#x2013;" valign="middle">0.474&#x2013;1.291</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Others</td>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="middle">1.000</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">First diagnostic stage</td>
<td/>
<td/>
<td align="char" char="." valign="top">6.004</td>
<td align="char" char="." valign="top">0.003</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Stage I</td>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="top">1.000</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Stage II</td>
<td align="char" char="." valign="middle">&#x2212;0.005</td>
<td align="char" char="." valign="middle">0.105</td>
<td align="char" char="." valign="middle">&#x2212;0.044</td>
<td align="char" char="." valign="middle">0.965</td>
<td align="char" char="." valign="middle">0.995</td>
<td align="char" char="&#x2013;" valign="middle">0.810&#x2013;1.223</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Stage III</td>
<td align="char" char="." valign="middle">0.577</td>
<td align="char" char="." valign="middle">0.168</td>
<td align="char" char="." valign="middle">3.431</td>
<td align="char" char="." valign="middle">&#x003C;0.001</td>
<td align="char" char="." valign="middle">1.781</td>
<td align="char" char="&#x2013;" valign="middle">1.281&#x2013;2.476</td>
</tr>
<tr>
<td align="left" valign="top">Age of onset</td>
<td align="char" char="." valign="middle">0.092</td>
<td align="char" char="." valign="middle">0.004</td>
<td align="char" char="." valign="middle">551.883</td>
<td align="char" char="." valign="middle">&#x003C;0.001</td>
<td align="char" char="." valign="middle">1.097</td>
<td align="char" char="&#x2013;" valign="middle">1.088&#x2013;1.105</td>
</tr>
<tr>
<td align="left" valign="top">Upgrade of stages of pneumoconiosis</td>
<td/>
<td/>
<td align="char" char="." valign="top">3.486</td>
<td align="char" char="." valign="top">0.015</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Stable stages</td>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="top">1.000</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Upgrade I to II</td>
<td align="char" char="." valign="middle">&#x2212;0.255</td>
<td align="char" char="." valign="middle">0.089</td>
<td align="char" char="." valign="middle">&#x2212;2.871</td>
<td align="char" char="." valign="middle">0.004</td>
<td align="char" char="." valign="middle">0.775</td>
<td align="char" char="&#x2013;" valign="middle">0.651&#x2013;0.922</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Upgrade II to III</td>
<td align="char" char="." valign="middle">&#x2212;0.218</td>
<td align="char" char="." valign="middle">0.193</td>
<td align="char" char="." valign="middle">&#x2212;1.126</td>
<td align="char" char="." valign="middle">0.260</td>
<td align="char" char="." valign="middle">0.804</td>
<td align="char" char="&#x2013;" valign="middle">0.551&#x2013;1.175</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Upgrade I to III</td>
<td align="char" char="." valign="middle">&#x2212;0.401</td>
<td align="char" char="." valign="middle">0.273</td>
<td align="char" char="." valign="middle">&#x2212;1.471</td>
<td align="char" char="." valign="middle">0.141</td>
<td align="char" char="." valign="middle">0.669</td>
<td align="char" char="&#x2013;" valign="middle">0.392&#x2013;1.143</td>
</tr>
<tr>
<td align="left" valign="top">Degree of disability</td>
<td/>
<td/>
<td align="char" char="." valign="top">396.038</td>
<td align="char" char="." valign="top">&#x003C;0.001</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Unrated</td>
<td/>
<td/>
<td/>
<td/>
<td align="char" char="." valign="top">1.000</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2003;&#x2264;Disability level 7</td>
<td align="char" char="." valign="middle">&#x2212;2.880</td>
<td align="char" char="." valign="middle">0.096</td>
<td align="char" char="." valign="middle">&#x2212;30.124</td>
<td align="char" char="." valign="middle">&#x003C;0.001</td>
<td align="char" char="." valign="middle">0.056</td>
<td align="char" char="&#x2013;" valign="middle">0.047&#x2013;0.068</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;Disability level 7&#x2009;~&#x2009;4</td>
<td align="char" char="." valign="middle">&#x2212;2.757</td>
<td align="char" char="." valign="middle">0.143</td>
<td align="char" char="." valign="middle">&#x2212;19.277</td>
<td align="char" char="." valign="middle">&#x003C;0.001</td>
<td align="char" char="." valign="middle">0.064</td>
<td align="char" char="&#x2013;" valign="middle">0.048&#x2013;0.084</td>
</tr>
<tr>
<td align="left" valign="top">&#x2003;&#x003E;Disability level 4</td>
<td align="char" char="." valign="middle">&#x2212;2.850</td>
<td align="char" char="." valign="middle">0.721</td>
<td align="char" char="." valign="middle">&#x2212;3.954</td>
<td align="char" char="." valign="middle">&#x003C;0.001</td>
<td align="char" char="." valign="middle">0.058</td>
<td align="char" char="&#x2013;" valign="middle">0.014&#x2013;0.238</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec13">
<label>4</label>
<title>Discussion</title>
<p>Pneumoconiosis is still a threat to public health (<xref ref-type="bibr" rid="ref16">16</xref>&#x2013;<xref ref-type="bibr" rid="ref20">20</xref>). From the global perspective, in 2017, pneumoconiosis had the prevalent cases of 527,500 and over 60,000 new reported cases (<xref ref-type="bibr" rid="ref21">21</xref>), and its prevalence had increased since 1990 from 0.0054 to 0.0069% (<xref ref-type="bibr" rid="ref22">22</xref>). An updated report showed, pneumoconiosis was estimated to account for 0.9 million collectively DALYs (Disability-Adjusted Life Years) and 3.1 million prevalent cases in 2019. Pneumoconiosis prevalence has remained comparable from 1990 to 2019 while the ASR (age-standardized rates) of DALYs, deaths, and incidence have decreased by 44.4, 53.3, and 13.7%, respectively. Although the overall trend of the above indicators is declining, the ASR of incidence slightly rose by 5.4% from 1990 to 2019 in women globally, and men have had significantly higher ASR of DALYs, deaths, prevalence, and incidence throughout the investigated period (<xref ref-type="bibr" rid="ref23">23</xref>). According to recent studies, the number of global pneumoconiosis cases increased by approximately 66.0% from 1990 to 2017, and by 61.5% from 1990 to 2019 (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>), and the mortality rate of pneumoconiosis patients has been at a high level in recent years, with over 21,000 deaths each year since 2015 (<xref ref-type="bibr" rid="ref2">2</xref>), and the rate of pneumoconiosis mortality decreased by 41% from 1990 to 2016 (<xref ref-type="bibr" rid="ref17">17</xref>).</p>
<p>Different countries or regions still face severe challenges in the prevention and treatment of pneumoconiosis. Pneumoconiosis has re-emerged in the United States and Australia, countries with highly developed healthcare systems, high standards of workplace safety procedures, and highly mechanized mining practices that reduce workers&#x2019; exposure to particles (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). In 2018, a study reported that the national prevalence of pneumoconiosis in long-tenured working miners exceeded 10% (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>). During the same period, National Institute for Occupational Safety and Health (NIOSH) data showed a sharp increase trend in the incidence of coal worker&#x2019;s pneumoconiosis (CWP) and progressive massive fibrosis (PMF) (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>), and the estimated prevalence of coal workers pneumoconiosis in the 2000s exceeded that in the 1990s (<xref ref-type="bibr" rid="ref28">28</xref>). Other underdeveloped countries, especially those with inadequate reporting systems, may have many patients who have not yet been diagnosed and reported.</p>
<p>Some reports showed that the age distribution was concentrated in the 60&#x2013;69 age group, with a higher number of deaths and a greater disease burden. And, the other relevant indicators of older workers were higher than those of younger workers, indicating that the disease burden of employees increases with the increase of dust exposure years (<xref ref-type="bibr" rid="ref29">29</xref>). In males, the mortality rate of pneumoconiosis increases with age, and the disease burden of middle-aged and older adult people is significantly higher than that of young people (<xref ref-type="bibr" rid="ref30">30</xref>). The extension of working years leads to the accumulation of dust exposure, increased lung tissue damage, and increased risk of disease (<xref ref-type="bibr" rid="ref31">31</xref>), with age effects having a greater impact on silicosis and coal worker pneumoconiosis (<xref ref-type="bibr" rid="ref32">32</xref>).</p>
<p>A survival analysis was conducted in a cohort of 4,103 pneumoconiosis patients diagnosed in an industrial city of China. The study encompassed major pneumoconiosis types, including silicosis, coal worker&#x2019;s pneumoconiosis, welder&#x2019;s pneumoconiosis, and other variants (e.g., asbestosis, cement pneumoconiosis, foundry worker&#x2019;s pneumoconiosis, and potter&#x2019;s pneumoconiosis). The study was predominantly male, a demographic pattern consistent with established epidemiological characteristics reported in multiple previous studies (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref24">24</xref>). This demographic distribution reflects significant gender-based occupational segregation within the labor market, wherein high-risk, dust-exposed occupations are predominantly held by males. Survival analysis revealed that patients diagnosed with Stage III pneumoconiosis exhibited a significantly shorter mean survival time and life expectancy compared to those in Stages I and II. Furthermore, Cox proportional hazards regression identified several factors significantly associated with increased mortality risk among pneumoconiosis cases: employment in the manufacturing sector, medium-sized mining enterprises, diagnosis at Stage III at initial presentation, and older age at onset. Of these, the manufacturing industry was associated with the highest hazard ratio, followed by medium-sized mining enterprises, initial diagnosis at Stage III, and older age at onset.</p>
<p>An analysis of the distribution of pneumoconiosis cases in the region identified silicosis, coal worker&#x2019;s pneumoconiosis, cement pneumoconiosis, and welder&#x2019;s pneumoconiosis as the four most prevalent types. This disease profile differs notably from the patterns reported in Guangdong and Hunan provinces (<xref ref-type="bibr" rid="ref33">33</xref>), consistent with Liaoning Province (<xref ref-type="bibr" rid="ref34">34</xref>), reflecting distinct local industrial structures and associated occupational dust exposures. By disease stage, pneumoconiosis cases were predominantly diagnosed at Stage I (77.8%), with Stage II and Stage III comprising the remaining cases. This stage distribution pattern is consistent with epidemiological findings reported from other regions of China, including Shanghai, Hubei, and Tianjin (<xref ref-type="bibr" rid="ref35">35</xref>&#x2013;<xref ref-type="bibr" rid="ref39">39</xref>). The high proportion of cases diagnosed at Stage I suggests that occupational health surveillance policies, including regular physical examinations, may have played a critical role in early detection. Significant differences were observed in the mean age of onset and dust exposure duration across different disease stages. These variations are associated with several exposure-related and host factors, including cumulative dust exposure time, dust concentration, free silica content, individual susceptibility, and timeliness of medical examination and diagnosis among pneumoconiosis cases (<xref ref-type="bibr" rid="ref40">40</xref>).</p>
<p>Furthermore, even after cessation of dust exposure, pneumoconiosis demonstrates persistent progression, characterized by further deterioration of lung pathology and progressive decline in pulmonary function, leading to escalation in disease stage. Compared with other types of pneumoconiosis, silicosis progresses faster and more severely (<xref ref-type="bibr" rid="ref41">41</xref>). Therefore, the diagnosis of stage II or III pneumoconiosis was not only associated with the timing of initial diagnosis but also reflects disease progression from earlier stages. The analysis in this study identified that cases diagnosed at Stage II or Stage III were predominantly concentrated in small and medium-sized enterprises (SMEs) within the mining and manufacturing sectors, which were associated with lower regional economic levels. The contributing factors can be summarized as follows: first, poor working conditions, lack of protective engineering controls, and inadequate implementation of occupational health management systems in these enterprises; second, a general lack of occupational safety training among dust-exposed workers, resulting in insufficient awareness of the health risks posed by dust, particularly silica; and finally, failure to effectively implement relevant occupational health supervision measures, including non-compliance with regular workplace dust monitoring and periodic occupational health examinations for at-risk workers (<xref ref-type="bibr" rid="ref1">1</xref>). Thus, a significantly shorter dust exposure duration was observed among cases diagnosed at Stage II, and particularly at Stage III, when compared to Stage I cases. This pattern suggests a more aggressive disease progression in these patients.</p>
<p>Silicosis is widely recognized as the most prevalent, rapidly progressive, and clinically severe form of pneumoconiosis (<xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>). This study confirms that silicosis (65.56% of all cases) constitutes the principal component of the pneumoconiosis disease burden. Stratified by disease stage, silicosis accounted for 61.63% (1,968/3,193) of Stage I cases, 79.15% (615/777) of Stage II, and 80.45% (107/133) of Stage III. This study revealed significantly shorter median survival time in Stage III compared to Stages I and II, a pattern potentially explained by the substantially higher proportion of silicosis cases in Stage III. Disease progression analysis demonstrated shorter time to progression to Stage II and Stage III among silicosis patients compared to other pneumoconiosis types. Specifically, 66.92% (520/777) of Stage II cases progressed from Stage I, while 56.07% (60/133) of Stage III cases evolved from earlier stages. The overall and stage-specific mortality rates in this study substantially exceeded those reported in multiple previous studies (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref44">44</xref>). The high proportion of silicosis across all disease stages may represent a key epidemiological factor underlying this discrepancy, further supporting evidence that silicosis carries higher mortality than other pneumoconiosis types (<xref ref-type="bibr" rid="ref32">32</xref>). Notably, diagnosis at Stage III was associated with shorter dust exposure duration (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref45">45</xref>). Despite their relatively brief exposure history, a substantial proportion of these patients were directly classified as Stage III at initial diagnosis. Given the highest proportion of silicosis cases was observed in Stage III, this subgroup may represent distinct exposure patterns or disease progression characteristics compared to other stages.</p>
<p>Analysis of social security coverage among pneumoconiosis patients in this study revealed statistically significant differences across disease stages (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). While most of Stage I and Stage II patients were enrolled in at least one type of social security scheme&#x2014;either occupational injury insurance or basic medical insurance&#x2014;the coverage dropped markedly in Stage III patients. Less than 40% of Stage III patients had dual insurance coverage, and over 60% lacked any form of social security. Among Stage I, Stage II and Stage III patients, this coverage gap was consistent with findings reported by Li et al. (<xref ref-type="bibr" rid="ref46">46</xref>). Notably, 27% of all patients had not undergone disability assessment, a figure that rose to nearly 60% among Stage III patients. This directly disqualifies a significant number of patients, particularly those with advanced disease, from receiving statutory occupational injury benefits. Existing evidence suggests that comprehensive social security can facilitate timely medical service utilization by improving relevant support mechanisms (<xref ref-type="bibr" rid="ref4">4</xref>). Furthermore, Wang et al. identified poor economic status as a key barrier to healthcare-seeking among pneumoconiosis patients (<xref ref-type="bibr" rid="ref47">47</xref>). From a public health perspective, these findings highlight the need for targeted policy interventions: first, to expand social security coverage, particularly for occupational groups at high risk of disease progression; second, to optimize a systematic disability assessment system ensuring patients receive entitled benefits in a timely manner; and finally, strengthen the employer&#x2019;s main responsibility in occupational disease prevention through multi departmental cooperation.</p>
<p>This study revealed a mean survival time among all patients, which demonstrated significant associations with both dust exposure duration and age at first diagnosis. The combination of shorter dust exposure duration and older age at diagnosis contributed to reduced survival time, further highlighting the long-term health hazards associated with occupational dust exposure. From the perspective of disease natural history, pneumoconiosis typically exhibits a prolonged latency period ranging from 10 to 40&#x202F;years (<xref ref-type="bibr" rid="ref6">6</xref>). The powerful compensatory capacity of the pulmonary system, coupled with the non-specific nature of early clinical manifestations, often leads to insufficient healthcare-seeking awareness among patients and consequent delays in diagnosis, thereby creating challenges for early detection and intervention (<xref ref-type="bibr" rid="ref32">32</xref>). Consequently, most cases are diagnosed at an advanced age and have already progressed to relatively severe stages. Furthermore, the generally declined immune function in older adult patients increases their susceptibility to comorbidities such as tuberculosis and chronic obstructive pulmonary disease (<xref ref-type="bibr" rid="ref48">48</xref>). Such comorbid conditions significantly elevate both the complexity of clinical management and mortality risk (<xref ref-type="bibr" rid="ref49">49</xref>). Therefore, it is necessary to conduct timely intervention and treatment for patients with pneumoconiosis to delay the disease progression and prevent potential infections and complications (<xref ref-type="bibr" rid="ref4">4</xref>).</p>
<p>Life-table analysis of the 4,103 pneumoconiosis patients demonstrated an increasing overall mortality probability and median survival time with advancing age. This positive association between age and mortality probability has been consistently documented in numerous survival analyses. Some studies on occupational-attributable deaths and DALYs from pneumoconiosis indicated that age-standardized mortality rates were highest in older age groups, with the peak DALY rate observed in the 75&#x2013;84&#x202F;year age group (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref41">41</xref>), and another study showed that mortality and DALYs rates peak between the ages of 85 and 89 (<xref ref-type="bibr" rid="ref29">29</xref>). The observed increase in median survival time may be attributed to the predominance of older age groups within the observed patients, which often represent relatively healthier survivors, thereby contributing to an overall reduction in mortality rates (<xref ref-type="bibr" rid="ref32">32</xref>), and the risk rate had decreased. Existing research has shown that patients with Stage I pneumoconiosis can receive free standardized rehabilitation treatment after being diagnosed with pneumoconiosis, and their survival time can reach the level of normal individuals (<xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref50">50</xref>). The present study involved a substantial proportion of subjects from older age groups, characterized by their advanced age at onset and the fact that approximately 80% of cases were initially diagnosed at Stage I.</p>
<p>Stratified by age and disease stage, mortality demonstrated a progressive increase across the three pneumoconiosis stages, accompanied by corresponding declines in life expectancy. Stage III, characterized by the most severe pulmonary function impairment and a spectrum of comorbidities, exhibited significantly elevated mortality risk compared to Stage I and Stage II. Furthermore, a positive correlation was observed between patient age, disease stage, and comorbidity burden, collectively contributing to reduced survival time (<xref ref-type="bibr" rid="ref48">48</xref>, <xref ref-type="bibr" rid="ref51">51</xref>). The disease burden was substantially higher in middle-aged and older adult populations compared to younger groups (<xref ref-type="bibr" rid="ref32">32</xref>). As illustrated by the cumulative survival curves, survival probabilities decreased with advancing disease stage. This pattern contrasts with findings reported by Ortmeyer et al., which indicated comparable overall life expectancy between miners and the general population (<xref ref-type="bibr" rid="ref50">50</xref>). A 20-year follow-up study of South Welsh miners and ex-miners revealed similar survival patterns among subjects with simple pneumoconiosis, category A pneumoconiosis, and those without radiological evidence of the disease (<xref ref-type="bibr" rid="ref52">52</xref>). Notably, elevated mortality was exclusively documented among miners with category B and C complicated pneumoconiosis. These collective findings underscore that preventing and delaying disease progression represent critical interventions for significantly extending survival time in pneumoconiosis patients (<xref ref-type="bibr" rid="ref53">53</xref>).</p>
<p>The Cox proportional hazards model identified several independent risk factors for reduced survival in pneumoconiosis patients: employment in the mining sector (HR&#x202F;=&#x202F;2.676, 95% CI: 2.050&#x2013;3.493), manufacturing industry (HR&#x202F;=&#x202F;9.856, 95% CI: 1.724&#x2013;56.338), medium-sized enterprises (HR&#x202F;=&#x202F;2.493, 95% CI: 1.478&#x2013;4.204), diagnosis at Stage III at initial presentation (HR&#x202F;=&#x202F;1.781, 95% CI: 1.281&#x2013;2.476), and age at onset (HR&#x202F;=&#x202F;1.097, 95% CI: 1.088&#x2013;1.105). The consistent concentration of pneumoconiosis cases in mining and manufacturing sectors, as documented in multiple studies (<xref ref-type="bibr" rid="ref54">54</xref>&#x2013;<xref ref-type="bibr" rid="ref58">58</xref>), reflects the elevated occupational health risks in these industries, including high exposure concentrations to respirable crystalline silica, inadequate engineering controls, and insufficient occupational health surveillance systems. Especially, the patients worked in the mining industry had a worse survival than those worked in other industries (<xref ref-type="bibr" rid="ref4">4</xref>). Medium-sized enterprises (<xref ref-type="bibr" rid="ref55">55</xref>, <xref ref-type="bibr" rid="ref59">59</xref>, <xref ref-type="bibr" rid="ref60">60</xref>), while functioning as crucial contributors to socioeconomic stability through employment generation, exhibit distinct occupational health risk patterns. Epidemiologic analysis revealed that compared to large corporations, these enterprises demonstrated structural disadvantages in allocating resources for occupational health protections. Conversely, when compared with micro-scale economic entities, they encompassed larger workforce populations with broader occupational exposure profiles. This intermediate risk pattern positions medium-sized enterprises as critical observation units in pneumoconiosis disease burden research, carrying significant public health implications for overall working population health. The associations between initial diagnosis at Stage III, age at onset, and patient survival observed in this study align with established risk patterns documented in previous epidemiological study (<xref ref-type="bibr" rid="ref61">61</xref>). Patients who received a disability rating&#x2014;especially at level 7 or below, or within levels 7&#x2013;4&#x2014;exhibited a significantly reduced mortality risk. This suggests that enrollment in a systematic occupational disease management network may provide patients with more regular medical follow-up and targeted interventions, thereby contributing to improved clinical outcomes.</p>
<p>To date, no survival analysis focusing on pneumoconiosis patients has been conducted in Zhenjiang. This study addresses this gap through a retrospective cohort study designed to systematically examine survival patterns and determinants in this population. Moving beyond descriptive epidemiological characterization, we employed Kaplan&#x2013;Meier methodology for survival probability estimation and Cox proportional hazards regression to identify independent risk factors. Unlike cross-sectional studies limited to describing disease distribution, survival analysis enables the investigation of factors influencing disease prognosis. Methodologically, this retrospective follow-up study inherits limitations inherent to its design, including potential information bias and loss to follow-up. Furthermore, the absence of precise historical dust exposure metrics, together with the recall bias associated with retrospectively collected behavioral data (e.g., smoking history), constrains the analysis. These gaps highlight the critical importance of designing future studies with prospective, systematic data capture to strengthen the evidence base.</p>
</sec>
<sec sec-type="conclusions" id="sec14">
<label>5</label>
<title>Conclusion</title>
<p>This study elucidates the key determinants of mortality risk in pneumoconiosis, and its findings offer critical insights into the severe challenges currently facing occupational health in China. The extended latency period of pneumoconiosis and China&#x2019;s accelerating population aging pose substantial challenges to disease control. This is particularly relevant for the estimated 280 million migrant workers who are predominantly employed in high-risk sectors such as mining, construction, and manufacturing (<xref ref-type="bibr" rid="ref62">62</xref>). The high mobility of this population contributes to fragmented occupational health supervision systems. Against this backdrop, our findings demonstrate that the risk of death from pneumoconiosis is closely associated with occupational environment (manufacturing, mining, medium-sized enterprises), late-stage detection (Stage III at initial diagnosis), and earlier age at onset. In contrast, the specific etiological type of pneumoconiosis (e.g., silicosis or coal worker&#x2019;s pneumoconiosis) showed no independent association with mortality. Furthermore, enrollment in the occupational disease disability management system may have a protective effect on patient prognosis.</p>
<p>With ongoing industrial expansion and improvements in diagnostic capabilities, reported pneumoconiosis incidence was projected to rise (<xref ref-type="bibr" rid="ref25">25</xref>). Therefore, based on these findings, public health interventions should focus on dust control in high-risk workplaces, early diagnostic screening, and prioritized health management for older adult patients and those with advanced disease. Concurrently, it is essential to enhance occupational health surveillance mechanisms and implement differentiated prevention and management strategies tailored to specific industries, populations, and disease stages (<xref ref-type="bibr" rid="ref63">63</xref>).</p>
<p>We propose a comprehensive public health approach comprising the following evidence-based interventions:</p>
<list list-type="simple">
<list-item><p>i) Strengthen regulatory enforcement in dust-intensive industries through improved engineering controls, personal protective equipment standardization, and mandatory health monitoring systems to facilitate early disease detection and intervention.</p></list-item>
<list-item><p>ii) Establish standardized quality control metrics for pneumoconiosis management based on disease-specific characteristics, creating evidence-based protocols for delaying progression and improving quality of life.</p></list-item>
<list-item><p>iii) Develop specialized rehabilitation networks, such as pneumoconiosis rehabilitation station, providing staged interventions for different pneumoconiosis types, effectively reducing complication risks through periodic therapeutic regimens.</p></list-item>
<list-item><p>iv) Enhance health literacy among at-risk populations while optimizing allocation of medical resources to establish life-course health management systems covering all occupational groups.</p></list-item>
<list-item><p>v) This multilayered strategy aims to ultimately reduce the national burden of pneumoconiosis through coordinated prevention, standardized treatment, and comprehensive rehabilitation frameworks.</p></list-item>
</list>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec15">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec16">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Ethics Committee of Zhenjiang Center for Disease Control and Prevention. The studies were conducted in accordance with the local legislation and institutional requirements. The ethics committee/institutional review board waived the requirement of written informed consent for participation from the participants or the participants&#x2019; legal guardians/next of kin because Due to the fact that the study is based on anonymous, retrospective health monitoring data, does not involve direct contact or intervention with the research subjects, and all data analysis is conducted in strict confidentiality, the ethics committee has approved an exemption from obtaining written individual informed consent.</p>
</sec>
<sec sec-type="author-contributions" id="sec17">
<title>Author contributions</title>
<p>QH: Data curation, Funding acquisition, Investigation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Formal analysis. LY: Data curation, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Project administration. CY: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. XS: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. WJ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NJ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We gratefully acknowledge all participants for their contributions to this study and extend particular thanks to Li Liming for his expert guidance during the conceptualization and technical design of the research, as well as for his rigorous review and constructive feedback on the manuscript.</p>
</ack>
<sec sec-type="COI-statement" id="sec18">
<title>Conflict of interest</title>
<p>CY was employed by the company Jiangsu Helin Cement Co., Ltd.</p>
<p>The remaining 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="sec19">
<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>
<sec sec-type="disclaimer" id="sec20">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0002">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2004455/overview">Vikas Dhikav</ext-link>, Indian Council of Medical Research (ICMR), India</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0003">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1968525/overview">Hanpeng Lai</ext-link>, Yangzhou University, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2092991/overview">Kai Liu</ext-link>, National Center for Occupational Safety and Health, China</p>
</fn>
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