<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "JATS-journalpublishing1.dtd">
<article article-type="research-article" dtd-version="1.0" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">CEO</journal-id>
<journal-title-group>
<journal-title>Clinical and Experimental Otorhinolaryngology</journal-title><abbrev-journal-title>Clin Exp Otorhinolaryngol</abbrev-journal-title></journal-title-group>
<issn pub-type="ppub">1976-8710</issn>
<issn pub-type="epub">2005-0720</issn>
<publisher>
<publisher-name>Korean Society of Otorhinolaryngology-Head and Neck Surgery</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.21053/ceo.2022.01298</article-id>
<article-id pub-id-type="publisher-id">ceo-2022-01298</article-id>
<article-categories>
<subj-group>
<subject>Original Article</subject></subj-group></article-categories>
<title-group>
<article-title>Effect of Occupational Noise Exposure on the Prevalence of Benign Vocal Fold Lesions: A Nationwide Population-Based Study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-4783-4654</contrib-id>
<name><surname>Kim</surname><given-names>Ji-Sun</given-names></name>
<xref ref-type="aff" rid="af1-ceo-2022-01298"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-9730-9845</contrib-id>
<name><surname>Kim</surname><given-names>Sukil</given-names></name>
<xref ref-type="aff" rid="af2-ceo-2022-01298"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-6389-1512</contrib-id>
<name><surname>Moon</surname><given-names>Tae-Hoon</given-names></name>
<xref ref-type="aff" rid="af1-ceo-2022-01298"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-7144-8361</contrib-id>
<name><surname>Park</surname><given-names>Soomin</given-names></name>
<xref ref-type="aff" rid="af1-ceo-2022-01298"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-0604-566X</contrib-id>
<name><surname>Kim</surname><given-names>Seung Hwa</given-names></name>
<xref ref-type="aff" rid="af1-ceo-2022-01298"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-3812-2938</contrib-id>
<name><surname>Kim</surname><given-names>Subin</given-names></name>
<xref ref-type="aff" rid="af1-ceo-2022-01298"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-4049-2823</contrib-id>
<name><surname>Lee</surname><given-names>Dong-Hyun</given-names></name>
<xref ref-type="aff" rid="af1-ceo-2022-01298"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-2794-7803</contrib-id>
<name><surname>Kim</surname><given-names>Byung Guk</given-names></name>
<xref ref-type="aff" rid="af1-ceo-2022-01298"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-4725-0683</contrib-id>
<name><surname>Chang</surname><given-names>Ki-Hong</given-names></name>
<xref ref-type="aff" rid="af1-ceo-2022-01298"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-7118-3463</contrib-id>
<name><surname>Park</surname><given-names>Jun-Ook</given-names></name>
<xref ref-type="corresp" rid="c1-ceo-2022-01298"/>
<xref ref-type="aff" rid="af1-ceo-2022-01298"><sup>1</sup></xref>
</contrib>
<aff id="af1-ceo-2022-01298">
<label>1</label>Department of Otolaryngology-Head and Neck Surgery, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, <country>Korea</country></aff><aff id="af2-ceo-2022-01298">
<label>2</label>Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, <country>Korea</country></aff></contrib-group>
<author-notes>
<corresp id="c1-ceo-2022-01298">Corresponding author: Jun-Ook Park Department of Otolaryngology-Head and Neck Surgery, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, 1021 Tongil-ro, Eunpyeong-gu, Seoul 03312, Korea Tel: +82-2-2030-4559, Fax: +82-2-2030-4632 Email: <email>junook2000@catholic.ac.kr</email></corresp>
</author-notes>
<pub-date pub-type="ppub">
<month>2</month>
<year>2023</year></pub-date>
<pub-date pub-type="epub">
<day>14</day>
<month>12</month>
<year>2022</year></pub-date>
<volume>16</volume>
<issue>1</issue>
<fpage>87</fpage>
<lpage>94</lpage>
<history>
<date date-type="received">
<day>14</day>
<month>09</month>
<year>2022</year></date>
<date date-type="rev-recd">
<day>21</day>
<month>11</month>
<year>2022</year></date>
<date date-type="accepted">
<day>8</day>
<month>12</month>
<year>2022</year></date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 by Korean Society of Otorhinolaryngology-Head and Neck Surgery</copyright-statement>
<copyright-year>2023</copyright-year>
<license>
<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by-nc/4.0">http://creativecommons.org/licenses/by-nc/4.0</ext-link>) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p></license></permissions>
<abstract>
<sec><title>Objectives</title>
<p>Voice abuse in noisy environments can result in voice disorders. However, insufficient studies have sought to differentiate vocal cord lesions through laryngoscopic examinations among workers in noisy environments. This study investigated the relationship between a history of noise exposure in the workplace and benign vocal fold lesions (BVFLs).</p></sec>
<sec><title>Methods</title>
<p>We used Korea National Health and Nutrition Examination Survey data from 2010 to 2012. The chi-square test was used to compare characteristics between two groups according to the presence or absence of BVFLs. To investigate the association between BVFLs and noise exposure in the workplace, we calculated adjusted odds ratios and 95% confidence intervals (CIs) using multiple logistic regression analysis.</p></sec>
<sec><title>Results</title>
<p>In total, 10,170 participants with available laryngoscopy results were enrolled. Smoking history, hypertension, diabetes, and exposure to noise for more than 3 months at the workplace were significantly more common in participants with BVFLs. After adjusting for age, sex, smoking, drinking, obesity, hypertension, diabetes, income, education, and occupation as confounders, we confirmed that BVFLs were 1.52 times more likely (95% CI, 1.157&#x02013;1.990) to occur in individuals with occupational noise exposure.</p></sec>
<sec><title>Conclusion</title>
<p>Working in a noisy environment could induce BVFLs in workers through voice abuse. Social recognition that a noisy environment is a risk factor for BVFLs needs to be improved, and preventive measures should be implemented.</p></sec>
</abstract>
<kwd-group>
<kwd>Noise</kwd>
<kwd>Occupational Exposure</kwd>
<kwd>Vocal Cords</kwd>
<kwd>Laryngeal Diseases</kwd>
<kwd>Voice Disorder</kwd>
</kwd-group>
</article-meta></front>
<body>
<sec sec-type="intro">
<title>INTRODUCTION</title>
<p>Benign vocal fold lesions (BVFLs) are a complex of common otolaryngological diseases that cause voice problems; their prevalence in previous population-based studies was reported to be 7%&#x02013;12% &#x0005b;<xref ref-type="bibr" rid="b1-ceo-2022-01298">1</xref>,<xref ref-type="bibr" rid="b2-ceo-2022-01298">2</xref>&#x0005d;. BVFLs include laryngitis, which accounts for the largest proportion, as well as vocal nodules, vocal polyps, vocal cysts, and Reinke&#x02019;s edema. The main pathogenetic mechanism of all BVFLs is vibratory injury to the vocal folds caused by excessive voice use. Voice abuse often occurs in individuals with expressive and talkative personalities &#x0005b;<xref ref-type="bibr" rid="b3-ceo-2022-01298">3</xref>&#x0005d;, people in educational occupations such as teachers, and those who work in noisy environments &#x0005b;<xref ref-type="bibr" rid="b4-ceo-2022-01298">4</xref>,<xref ref-type="bibr" rid="b5-ceo-2022-01298">5</xref>&#x0005d;.</p>
<p>With industrialization, noise pollution from the surrounding environment, such as machinery, generators, traffic, and airplanes, has become a serious problem, leading to a decrease in mental health and quality of life &#x0005b;<xref ref-type="bibr" rid="b6-ceo-2022-01298">6</xref>,<xref ref-type="bibr" rid="b7-ceo-2022-01298">7</xref>&#x0005d;. Furthermore, noise pollution causes communication problems in daily life &#x0005b;<xref ref-type="bibr" rid="b8-ceo-2022-01298">8</xref>&#x0005d;. People living or working in loud environments must compensate by increasing the intensity of their voices to communicate &#x0005b;<xref ref-type="bibr" rid="b9-ceo-2022-01298">9</xref>&#x0005d;. It has been reported that voice disorders and vocal fold lesions can be caused by voice abuse necessitated by a noisy environment &#x0005b;<xref ref-type="bibr" rid="b10-ceo-2022-01298">10</xref>&#x0005d;. However, most studies investigating risk factors for BVFLs have been limited to specific occupational groups. Large-scale studies differentiating among vocal fold lesions through laryngoscopic examinations are lacking.</p>
<p>Therefore, we analyzed the risk factors for BVFLs using population-based data from a survey of the general public, not specific occupational groups. The purpose of this study was to investigate the relationship between a history of noise exposure in the workplace and BVFLs.</p>
</sec>
<sec sec-type="materials|methods">
<title>MATERIALS AND METHODS</title>
<p>The survey protocol was approved by the Institutional Review Board of the Korean Centers for Disease Control and Prevention (KCDCP; No. 2010-02CON-21-C, 2011-02CON-06-C, and 201201EXP-01-2C). All participants provided informed consent at baseline.</p>
<sec>
<title>Study populations</title>
<p>This study used data from the Korea National Health and Nutrition Examination Survey (KNHANES), a cross-sectional survey regularly conducted by the KCDCP. Participants in KNHANES are selected using a stratified, multistage probability sampling design. The survey collects demographic data and health-related self-report questionnaires, and medical staff perform physical examinations and blood sampling according to standardized procedures.</p>
<p>We used the 5th KNHANES dataset collected from 2010 to 2012, which contains information about 25,534 participants. Of them, 10,170 participants were analyzed in this study after excluding 5,555 participants younger than 19 years of age, 4,806 participants who did not undergo laryngoscopy, 1,877 participants with undeterminable laryngoscopic findings, and 2,746 participants with missing values for laryngoscopy and other variables (<xref rid="f1-ceo-2022-01298" ref-type="fig">Fig. 1</xref>).</p>
</sec>
<sec>
<title>Laryngoscopy examination</title>
<p>The laryngeal examination was performed using a 4-mm 70&#x000b0; rigid endoscope attached to a charged coupled device camera. A total of 135 otolaryngologists performed the examinations, and abnormal lesions such as vocal nodules, polyps, and cysts were recorded. The Epidemiologic Survey Committee of the Korean Society of Otorhinolaryngology-Head and Neck Surgery created a disease determination protocol. Concordance evaluation for the examination was performed twice, and the quality improvement committee re-evaluated the photographic and video results obtained from the laryngoscope examinations. In this study, laryngitis, vocal nodules, vocal polyps, vocal cysts, Reinke&#x02019;s edema, contact granuloma, glottic sulcus, and laryngeal keratosis were defined as BVFLs.</p>
</sec>
<sec>
<title>Survey of subjective voice problems and occupational noise exposure</title>
<p>Participants were asked to answer yes or no to the question &#x0201c;Do you think there is a problem with your voice now?&#x0201d; as the self-reported voice problem item. Participants were asked to answer yes or no to the question: &#x0201c;Have you ever worked for more than 3 months in a noisy environment that required you to speak loudly?&#x0201d; The doctor performing the examination recorded the answers. The questions were designed by the Epidemiological Survey Committee of the Korean Society of Otolaryngology, and the quality of the questionnaires was verified by the KCDCP.</p>
</sec>
<sec>
<title>Assessment of lifestyle</title>
<p>A self-report lifestyle survey was conducted. Smoking history was classified into current smokers, past smokers, and non-smokers. Drinking history was divided into two groups: lifelong non-drinking or less than 1 drink per month for the past 1 year and 1 drink per month or more for the past 1 year. The level of education was classified into the high-education group (education beyond high school graduation), and low-education group (highschool graduation or less). Household income was divided into quartiles. Occupational groups were classified into economically inactive (unemployed, students, and housewives), non-manual (managers, experts and office workers, and service and sales workers), and manual (skilled workers in agriculture, forestry, and fishery; workers in machine operation and assembly; and workers in simple labor).</p>
</sec>
<sec>
<title>Assessment of anthropometric and laboratory measurements</title>
<p>Body mass index (BMI) was calculated as weight (kg)/height (m<sup>2</sup>) after the medical staff measured the participants&#x02019; weight and height. Underweight (BMI &#x0003c;18.5 kg/m<sup>2</sup>) and obesity (BMI &#x02265;25 kg/m<sup>2</sup>) were classified using the BMI cutoffs for Asians set by the World Health Organization Regional Office for the Western Pacific. Participants fasted overnight for 10 to 12 hours, and blood samples were taken to measure serum levels.</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>IBM SPSS ver. 21 (IBM Corp.) was used for the analyses. To accurately estimate the characteristics of people living in South Korea, complex sample analysis was performed using the weight variables of KNHANES that reflect strata and clusters. The sampling weights were used in all our analyses. Chi-square testing was used to compare characteristics between the groups with and without BVFLs. To investigate associations between BVFLs and noise exposure in the workplace, adjusted odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using multiple logistic regression analyses. We adjusted for age and sex (model 1), model 1 plus smoking, drinking, obesity, hypertension (HTN), and diabetes mellitus (DM) (model 2), and model 2 plus income, education, and occupation (model 3). A <italic>P</italic>&#x0003c;0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results">
<title>RESULTS</title>
<sec>
<title>Differences in subjects&#x02019; characteristics according to the presence of BVFLs</title>
<p>Of the 10,170 subjects, 4,415 (49.9%) were men and 5,755 (50.1%) were women, and the average age of all subjects was 44.56 years. Among all subjects, 576 (5.7%) showed BVFL findings on laryngoscopy, whereas 9,594 (94.3%) had no BVFL findings. Until age 60 years, the prevalence of BFVL increased with age, and the prevalence of BFVL was significantly higher in men than in women (6.5% vs. 4.9%, respectively) (<xref rid="t1-ceo-2022-01298" ref-type="table">Table 1</xref>). Current smokers had a higher prevalence of BFVLs than ex-smokers and nonsmokers. No statistically significant difference was found in drinking habits according to the presence of BFVLs. The prevalence of HTN and DM differed significantly between the two groups. In the group with BVFLs, 24% (140/576) complained of subjective voice problems, which was significantly different from the group without BVFLs (4.9%). Of the 1,159 people who had been exposed to a noisy work environment for more than 3 months, 8.4% had BVFLs, constituting a significant difference from the prevalence (5.3%) in those who had not been exposed.</p>
</sec>
<sec>
<title>Prevalence of each type of vocal fold lesion per 100,000 workers exposed to noise in the workplace</title>
<p>Among BVFLs, laryngitis had the highest prevalence, occurring in 5,329 per 100,000 people exposed to a noisy work environment (<xref rid="f2-ceo-2022-01298" ref-type="fig">Fig. 2</xref>). The next most common lesions, as calculated by weighted percentages, were vocal nodules, vocal polyps, and Reinke&#x02019;s edema. Among the eight types of benign lesions included in the definition of BVFLs, no contact granulomas were found in our study population.</p>
</sec>
<sec>
<title>Association between BVFLs and occupational noise exposure</title>
<p>BVFLs were about 1.65 times more likely to occur in individuals with occupational noise exposure than in those without occupational noise exposure, which was a significant difference (<xref rid="t2-ceo-2022-01298" ref-type="table">Table 2</xref>). In model 1, adjusted for age and sex, the OR was 1.527 (95% CI, 1.170&#x02013;1.993), and in model 2, additionally adjusted for smoking, drinking, obesity, HTN, and DM, the OR was 1.501 (95% CI, 1.150&#x02013;1.959). After additionally adjusting for income, education, and occupation as confounders in model 3, we confirmed that BVFLs were 1.52 times more likely to occur in people with occupational noise exposure than in those without occupational noise exposure (95% CI, 1.157&#x02013;1.990).</p>
</sec>
</sec>
<sec sec-type="discussion">
<title>DISCUSSION</title>
<p>In our study, 8.4% of the noise-exposed group showed BVFL findings on laryngoscopy. Laryngitis accounted for the largest proportion of BVFLs, with a prevalence of about 5.3%. BVFLs were about 1.5 times more likely to occur in the noise-exposed group than in the unexposed group after adjustment for confounding variables. Our results suggest that noise exposure in the workplace could be a risk factor for BFVLs. More than 100 years ago, the French otolaryngologist Etienne Lombard reported the Lombard effect, by which speech amplitude involuntarily increases when background noise increases &#x0005b;<xref ref-type="bibr" rid="b11-ceo-2022-01298">11</xref>&#x0005d;. Moreover, apart from that effect, if noise in the surrounding environment interferes with communication, excessive voice effort might intentionally be made to compensate for the background noise &#x0005b;<xref ref-type="bibr" rid="b9-ceo-2022-01298">9</xref>&#x0005d;. Our study is the first population-based study to confirm through laryngoscopy that BVFLs could be caused by working in a noisy environment.</p>
<p>The vocal fold is anatomically divided into five layers. The surface of the vocal fold has a stratified squamous epithelium that can withstand the stress of vocal fold vibration. Deep below it is the lamina propria, which is further divided into three layers &#x0005b;<xref ref-type="bibr" rid="b12-ceo-2022-01298">12</xref>&#x0005d;. The superficial layer of the lamina propria is Reinke&#x02019;s space, which is filled with extracellular matrix composed of collagen, elastin, and hyaluronic acid and plays an important role in voice production through vocal fold vibration &#x0005b;<xref ref-type="bibr" rid="b13-ceo-2022-01298">13</xref>,<xref ref-type="bibr" rid="b14-ceo-2022-01298">14</xref>&#x0005d;. The regular vibrations of Reinke&#x02019;s space periodically close the vocal folds and produce the voice &#x0005b;<xref ref-type="bibr" rid="b15-ceo-2022-01298">15</xref>&#x0005d;. Vibrations that are too strong or that continue for a long period of time cause vascular congestion and swelling in the middle of the vibrating part of the vocal fold &#x0005b;<xref ref-type="bibr" rid="b3-ceo-2022-01298">3</xref>&#x0005d;. If voice abuse continues chronically, lesions such as laryngitis, nodules, polyps, cysts, and granulomas occur in the region affected by submucosal edema. It has been proposed that a glottic sulcus forms after any cyst is naturally emptied, which causes the vocal fold to become less flexible and the physical volume to decrease, increasing the effort required to operate the vocal fold &#x0005b;<xref ref-type="bibr" rid="b15-ceo-2022-01298">15</xref>&#x0005d;.</p>
<p>Analyzing and managing risk factors for BVFLs are essential for treating and preventing them. Vibratory trauma is the most common risk factor for voice disorders, and the frequency of its occurrence in people with occupations requiring extensive voice use was reported to be high. In Poland, it was reported that occupational voice disorders accounted for about 20% of all occupational diseases &#x0005b;<xref ref-type="bibr" rid="b16-ceo-2022-01298">16</xref>&#x0005d;. In addition, lifestyle habits (e.g., smoking, alcohol consumption, and caffeine intake) and chronic medical conditions (e.g., gastroesophageal reflux disease and obesity) have also been reported to be associated with BVFLs and voice disorders &#x0005b;<xref ref-type="bibr" rid="b17-ceo-2022-01298">17</xref>-<xref ref-type="bibr" rid="b21-ceo-2022-01298">21</xref>&#x0005d;. In population-based data provided by the National Health Insurance Service of South Korea, middle-aged individuals showed the highest prevalence of BVFLs, which is similar to our results in this study. However, in the 2014 data of that study, the peak age of prevalence shifted from the 50s to the 60s compared with previous data &#x0005b;<xref ref-type="bibr" rid="b1-ceo-2022-01298">1</xref>&#x0005d;. That was judged to reflect an increase in the healthy life expectancy. Although middle-aged people are still active in social activities, their neuroendocrine function might be deteriorating, and various diseases could develop as a result of abnormal cortisol secretion in response to stress &#x0005b;<xref ref-type="bibr" rid="b22-ceo-2022-01298">22</xref>&#x0005d;. The high incidence of BVFLs in middle-aged people is thought to be related to that process, but this possibility has not been clearly established.</p>
<p>The study of Rontal et al. &#x0005b;<xref ref-type="bibr" rid="b23-ceo-2022-01298">23</xref>&#x0005d;, in which 283 workers in a noisy environment underwent laryngoscopy, reported that 21 patients (8%) showed laryngitis, vocal nodule, or vocal polyp findings. Most of the participants in that study were smokers, and although voice abuse in the workplace was considered to be the main cause, excessive dust and fumes in the workplace were considered to be a secondary cause. They recommended that future studies consider aspects related to mental health, such as stress caused by noise,. We found no significant differences in the mental health items (moderate to severe stress perception, depression for more than 2 weeks within the past year, and suicidal ideation within the past year) between participants with and without occupational noise exposure, so we did not consider these variables. Rontal et al. &#x0005b;<xref ref-type="bibr" rid="b23-ceo-2022-01298">23</xref>&#x0005d; found that workers in noisy environments showed a 30% recurrence rate after laryngeal surgery and argued that a high possibility of treatment failure due to continuous voice abuse could be a risk if the work environment is not considered. That result supports the importance of reducing noise levels in workplace environments.</p>
<p>Several previous studies have reported hearing loss, cardiovascular disease, premature birth, and other medical conditions as diseases that can be caused by occupational noise exposure &#x0005b;<xref ref-type="bibr" rid="b24-ceo-2022-01298">24</xref>&#x0005d;. Based on that clinical evidence, institutional arrangements and environmental standards for working environments have been made. However, awareness of vocal fold diseases caused by noise exposure is still lacking, even though it was first pointed out in the 1970s &#x0005b;<xref ref-type="bibr" rid="b23-ceo-2022-01298">23</xref>&#x0005d;. Voice problems tend to be overlooked clinically because they do not affect patients&#x02019; livelihood or cause substantial discomfort. Many patients with voice problems are unaware of treatment options or expect their symptoms to improve on their own, with only a small number of patients receiving professional treatment for their voice problems &#x0005b;<xref ref-type="bibr" rid="b25-ceo-2022-01298">25</xref>&#x0005d;. If vocal fold disease is left unattended, a vicious cycle of increasing vocal effort can occur. That cycle can be prevented by managing vocal hygiene, so it is important to know that BVFLs can be an occupational disease not only in occupations that require extensive voice use but also among general workers in noisy environments. We found associations between occupational noise exposure and BVFLs in terms of prevalence; although those findings do not indicate a causal relationship, they merit attention because the relationship between occupational noise exposure and BVFLs has been overlooked clinically. In the data we used from the fifth KNHANES, 19,937 people with and without laryngoscopy data indicated whether they were exposed to noise, and 10.6% of them responded that they had been exposed to work noise for more than 3 months. Because the frequency of occupational noise exposure in the general population is high, it is important to recognize the risk of vocal fold diseases among workers exposed to noisy environments. Precautions when talking in a work environment, voice hygiene education, measures to promote rapid self-awareness of voice problems, and regular screening should be recommended &#x0005b;<xref ref-type="bibr" rid="b26-ceo-2022-01298">26</xref>&#x0005d;. If vocal cord-related symptoms appear, medical staff should advise the worker to undergo laryngoscopy during a prompt specialist examination.</p>
<p>Our study has several limitations. First, as a cross-sectional study, it cannot clearly explain the causal relationship between occupational noise exposure and BVFLs. In our study, we suggested voice abuse as an explanation for the association between occupational noise exposure and BVFLs, but voice abuse is not the only pathophysiology of BVFLs, and other possibilities should be carefully considered. Second, a major limitation is that we did not have access to information about noise intensity or accumulated exposure time. The exposure history survey relied on self-reports by the participants. Third, the various occupations of the study subjects were divided into three groups for analysis. Although our results were statistically insignificant, this does not mean there is no association between occupation and BVFLs. Several studies have clinically confirmed associations between specific occupational groups and voice disorders. Given our results, we suggest that a large-scale prospective study is needed to determine the prevalence of BVFLs in objectively evaluated noise exposure environments and workers.</p>
<p>Clinicians should consider environmental noise in the workplace as a potential communication problem and understand that high environmental noise levels can contribute to voice abuse through increased vocal effort. Early diagnosis and screening for voice problems and vocal fold diseases could be necessary for workers in noisy environments, and social awareness of this association needs to be improved.</p>
</sec>
<sec>
<title>HIGHLIGHTS</title>
<boxed-text position="float" orientation="portrait">
<p>&#x025aa; The prevalence of benign vocal fold lesions differed between the occupational noise-exposed group and the unexposed group (8.4% vs. 5.3%).</p>
<p>&#x025aa; After adjusting for confounders, benign vocal fold lesions were 1.52 times more likely to occur in individuals with occupational noise exposure.</p>
<p>&#x025aa; Among benign vocal fold lesions, laryngitis had the highest prevalence, occurring in 5,329 per 100,000 people exposed to a noisy work environment.</p>
</boxed-text>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="conflict"><p>No potential conflict of interest relevant to this article was reported.</p></fn>
<fn fn-type="participating-researchers"><p><bold>AUTHOR CONTRIBUTIONS</bold></p>
<p>Conceptualization: JSK, JOP. Formal analysis: JSK, JOP. Funding acquisition: JOP. Methodology: JSK, SK (Sukil Kim), JOP. Project administration: JOP. Software, JSK. Validation: JSK, SK (Sukil Kim), SP, SHK, SK (Subin Kim), DHL, BGK, KHC, JOP. Visualization: JSK, SK (Sukil Kim), THM, JOP. Writing–original draft: JSK. Writing–review &amp; editing: JSK, SK (Sukil Kim), SP, SHK, SK (Subin Kim), DHL, BGK, KHC, JOP.</p></fn>
</fn-group>
<ack><p>The work was supported by a National Research Foundation of Korea (NRF) grant from the Korean government (no. NRF-2021R1C1C1004073).</p></ack>
<ref-list>
<title>REFERENCES</title>
<ref id="b1-ceo-2022-01298">
<label>1</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Jung</surname><given-names>SY</given-names></name>
<name><surname>Han</surname><given-names>KD</given-names></name>
<name><surname>Chun</surname><given-names>MS</given-names></name>
<name><surname>Chung</surname><given-names>SM</given-names></name>
<name><surname>Kim</surname><given-names>HS</given-names></name>
</person-group>
<article-title>Trends in the Incidence and Treatment of Benign Vocal Fold Lesions in Korea, 2006-2015: a nationwide population-based Study</article-title>
<source>J Voice</source>
<year>2020</year>
<month>Jan</month>
<volume>34</volume>
<issue>1</issue>
<fpage>100</fpage>
<lpage>4</lpage>
</element-citation></ref>
<ref id="b2-ceo-2022-01298">
<label>2</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bhattacharyya</surname><given-names>N</given-names></name>
</person-group>
<article-title>The prevalence of voice problems among adults in the United States</article-title>
<source>Laryngoscope</source>
<year>2014</year>
<month>Oct</month>
<volume>124</volume>
<issue>10</issue>
<fpage>2359</fpage>
<lpage>62</lpage>
</element-citation></ref>
<ref id="b3-ceo-2022-01298">
<label>3</label>
<element-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Flint</surname><given-names>PW</given-names></name>
<name><surname>Haughey</surname><given-names>BH</given-names></name>
<name><surname>Robbins</surname><given-names>KT</given-names></name>
<name><surname>Thomas</surname><given-names>JR</given-names></name>
<name><surname>Niparko</surname><given-names>JK</given-names></name>
<name><surname>Lund</surname><given-names>VJ</given-names></name>
<etal/>
</person-group>
<source>Cummings otolaryngology: head and neck surgery</source>
<edition>7th ed</edition>
<publisher-name>Elsevier Health Sciences</publisher-name>
<year>2020</year>
</element-citation></ref>
<ref id="b4-ceo-2022-01298">
<label>4</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Lyberg Ahlander</surname><given-names>V</given-names></name>
<name><surname>Pelegrin Garcia</surname><given-names>D</given-names></name>
<name><surname>Whitling</surname><given-names>S</given-names></name>
<name><surname>Rydell</surname><given-names>R</given-names></name>
<name><surname>Lofqvist</surname><given-names>A</given-names></name>
</person-group>
<article-title>Teachers&#x02019; voice use in teaching environments: a field study using ambulatory phonation monitor</article-title>
<source>J Voice</source>
<year>2014</year>
<month>Nov</month>
<volume>28</volume>
<issue>6</issue>
<fpage>841</fpage>
</element-citation></ref>
<ref id="b5-ceo-2022-01298">
<label>5</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ziegler</surname><given-names>A</given-names></name>
<name><surname>Gillespie</surname><given-names>AI</given-names></name>
<name><surname>Abbott</surname><given-names>KV</given-names></name>
</person-group>
<article-title>Behavioral treatment of voice disorders in teachers</article-title>
<source>Folia Phoniatr Logop</source>
<year>2010</year>
<volume>62</volume>
<issue>1-2</issue>
<fpage>9</fpage>
<lpage>23</lpage>
</element-citation></ref>
<ref id="b6-ceo-2022-01298">
<label>6</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Jarosinska</surname><given-names>D</given-names></name>
<name><surname>Heroux</surname><given-names>ME</given-names></name>
<name><surname>Wilkhu</surname><given-names>P</given-names></name>
<name><surname>Creswick</surname><given-names>J</given-names></name>
<name><surname>Verbeek</surname><given-names>J</given-names></name>
<name><surname>Wothge</surname><given-names>J</given-names></name>
<etal/>
</person-group>
<article-title>Development of the WHO environmental noise guidelines for the european region: an introduction</article-title>
<source>Int J Environ Res Public Health</source>
<year>2018</year>
<month>Apr</month>
<volume>15</volume>
<issue>4</issue>
<fpage>813</fpage>
</element-citation></ref>
<ref id="b7-ceo-2022-01298">
<label>7</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Fernandez</surname><given-names>MD</given-names></name>
<name><surname>Quintana</surname><given-names>S</given-names></name>
<name><surname>Chavarría</surname><given-names>N</given-names></name>
<name><surname>Ballesteros</surname><given-names>JA</given-names></name>
</person-group>
<article-title>Noise exposure of workers of the construction sector</article-title>
<source>Appl Acoust</source>
<year>2009</year>
<month>May</month>
<volume>70</volume>
<issue>5</issue>
<fpage>753</fpage>
<lpage>60</lpage>
</element-citation></ref>
<ref id="b8-ceo-2022-01298">
<label>8</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Martins</surname><given-names>RH</given-names></name>
<name><surname>do Amaral</surname><given-names>HA</given-names></name>
<name><surname>Tavares</surname><given-names>EL</given-names></name>
<name><surname>Martins</surname><given-names>MG</given-names></name>
<name><surname>Goncalves</surname><given-names>TM</given-names></name>
<name><surname>Dias</surname><given-names>NH</given-names></name>
</person-group>
<article-title>Voice disorders: etiology and diagnosis</article-title>
<source>J Voice</source>
<year>2016</year>
<month>Nov</month>
<volume>30</volume>
<issue>6</issue>
<fpage>761</fpage>
</element-citation></ref>
<ref id="b9-ceo-2022-01298">
<label>9</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Feder</surname><given-names>RJ</given-names></name>
</person-group>
<article-title>Noise pollution as factor in voice disorders</article-title>
<source>Otolaryngol Head Neck Surg</source>
<year>1983</year>
<month>Oct</month>
<volume>91</volume>
<issue>5</issue>
<fpage>469</fpage>
</element-citation></ref>
<ref id="b10-ceo-2022-01298">
<label>10</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Toki</surname><given-names>EI</given-names></name>
<name><surname>Fakitsa</surname><given-names>P</given-names></name>
<name><surname>Plachouras</surname><given-names>K</given-names></name>
<name><surname>Vlachopoulos</surname><given-names>K</given-names></name>
<name><surname>Kalaitzidis</surname><given-names>N</given-names></name>
<name><surname>Pange</surname><given-names>J</given-names></name>
</person-group>
<article-title>How does noise pollution exposure affect vocal behavior?: a systematic review</article-title>
<source>AIMS Med Sci</source>
<year>2021</year>
<volume>8</volume>
<issue>2</issue>
<fpage>116</fpage>
<lpage>37</lpage>
</element-citation></ref>
<ref id="b11-ceo-2022-01298">
<label>11</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Brumm</surname><given-names>H</given-names></name>
<name><surname>Zollinger</surname><given-names>SA</given-names></name>
</person-group>
<article-title>The evolution of the Lombard effect: 100 years of psychoacoustic research</article-title>
<source>Behaviour</source>
<year>2011</year>
<month>Jan</month>
<volume>148</volume>
<issue>11-13</issue>
<fpage>1173</fpage>
<lpage>98</lpage>
</element-citation></ref>
<ref id="b12-ceo-2022-01298">
<label>12</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Miri</surname><given-names>AK</given-names></name>
</person-group>
<article-title>Mechanical characterization of vocal fold tissue: a review study</article-title>
<source>J Voice</source>
<year>2014</year>
<month>Nov</month>
<volume>28</volume>
<issue>6</issue>
<fpage>657</fpage>
<lpage>67</lpage>
</element-citation></ref>
<ref id="b13-ceo-2022-01298">
<label>13</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Gray</surname><given-names>SD</given-names></name>
<name><surname>Titze</surname><given-names>IR</given-names></name>
<name><surname>Alipour</surname><given-names>F</given-names></name>
<name><surname>Hammond</surname><given-names>TH</given-names></name>
</person-group>
<article-title>Biomechanical and histologic observations of vocal fold fibrous proteins</article-title>
<source>Ann Otol Rhinol Laryngol</source>
<year>2000</year>
<month>Jan</month>
<volume>109</volume>
<issue>1</issue>
<fpage>77</fpage>
<lpage>85</lpage>
</element-citation></ref>
<ref id="b14-ceo-2022-01298">
<label>14</label>
<element-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Hoffman</surname><given-names>MR</given-names></name>
<name><surname>Braden</surname><given-names>MN</given-names></name>
<name><surname>McMurray</surname><given-names>JS</given-names></name>
</person-group>
<chapter-title>Physiology of voice production</chapter-title>
<person-group person-group-type="editor">
<name><surname>McMurray</surname><given-names>JS</given-names></name>
<name><surname>Hoffman</surname><given-names>MR</given-names></name>
<name><surname>Braden</surname><given-names>MN</given-names></name>
</person-group>
<source>Multidisciplinary management of pediatric voice and swallowing disorders</source>
<publisher-name>Springer International Publishing</publisher-name>
<year>2020</year>
<fpage>49</fpage>
<lpage>61</lpage>
</element-citation></ref>
<ref id="b15-ceo-2022-01298">
<label>15</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Dailey</surname><given-names>SH</given-names></name>
<name><surname>Ford</surname><given-names>CN</given-names></name>
</person-group>
<article-title>Surgical management of sulcus vocalis and vocal fold scarring</article-title>
<source>Otolaryngol Clin North Am</source>
<year>2006</year>
<month>Feb</month>
<volume>39</volume>
<issue>1</issue>
<fpage>23</fpage>
<lpage>42</lpage>
</element-citation></ref>
<ref id="b16-ceo-2022-01298">
<label>16</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Niebudek-Bogusz</surname><given-names>E</given-names></name>
<name><surname>Sliwinska-Kowalska</surname><given-names>M</given-names></name>
</person-group>
<article-title>An overview of occupational voice disorders in Poland</article-title>
<source>Int J Occup Med Environ Health</source>
<year>2013</year>
<month>Oct</month>
<volume>26</volume>
<issue>5</issue>
<fpage>659</fpage>
<lpage>69</lpage>
</element-citation></ref>
<ref id="b17-ceo-2022-01298">
<label>17</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Abdelhamid</surname><given-names>A</given-names></name>
<name><surname>Hassan</surname><given-names>M</given-names></name>
<name><surname>Youssef</surname><given-names>G</given-names></name>
</person-group>
<article-title>The nature and risk factors of minimal associated pathological lesions of vocal folds at two hospitals in the gulf area</article-title>
<source>J Voice</source>
<year>2022</year>
<month>May</month>
<volume>36</volume>
<issue>3</issue>
<fpage>438</fpage>
</element-citation></ref>
<ref id="b18-ceo-2022-01298">
<label>18</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Lyberg-Ahlander</surname><given-names>V</given-names></name>
<name><surname>Rydell</surname><given-names>R</given-names></name>
<name><surname>Fredlund</surname><given-names>P</given-names></name>
<name><surname>Magnusson</surname><given-names>C</given-names></name>
<name><surname>Wilen</surname><given-names>S</given-names></name>
</person-group>
<article-title>Prevalence of voice disorders in the general population, based on the Stockholm Public Health Cohort</article-title>
<source>J Voice</source>
<year>2019</year>
<month>Nov</month>
<volume>33</volume>
<issue>6</issue>
<fpage>900</fpage>
<lpage>5</lpage>
</element-citation></ref>
<ref id="b19-ceo-2022-01298">
<label>19</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Beltsis</surname><given-names>A</given-names></name>
<name><surname>Katsinelos</surname><given-names>P</given-names></name>
<name><surname>Kountouras</surname><given-names>J</given-names></name>
<name><surname>Kamarianis</surname><given-names>N</given-names></name>
<name><surname>Zavos</surname><given-names>C</given-names></name>
<name><surname>Pournaras</surname><given-names>A</given-names></name>
<etal/>
</person-group>
<article-title>Double probe pH-monitoring findings in patients with benign lesions of the true vocal folds: comparison with typical GERD and the effect of smoking</article-title>
<source>Eur Arch Otorhinolaryngol</source>
<year>2011</year>
<month>Aug</month>
<volume>268</volume>
<issue>8</issue>
<fpage>1169</fpage>
<lpage>74</lpage>
</element-citation></ref>
<ref id="b20-ceo-2022-01298">
<label>20</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Erickson-Levendoski</surname><given-names>E</given-names></name>
<name><surname>Sivasankar</surname><given-names>M</given-names></name>
</person-group>
<article-title>Investigating the effects of caffeine on phonation</article-title>
<source>J Voice</source>
<year>2011</year>
<month>Sep</month>
<volume>25</volume>
<issue>5</issue>
<fpage>e215</fpage>
<lpage>9</lpage>
</element-citation></ref>
<ref id="b21-ceo-2022-01298">
<label>21</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bosso</surname><given-names>JR</given-names></name>
<name><surname>Martins</surname><given-names>RH</given-names></name>
<name><surname>Pessin</surname><given-names>AB</given-names></name>
<name><surname>Tavares</surname><given-names>EL</given-names></name>
<name><surname>Leite</surname><given-names>CV</given-names></name>
<name><surname>Naresse</surname><given-names>LE</given-names></name>
</person-group>
<article-title>Vocal characteristics of patients with morbid obesity</article-title>
<source>J Voice</source>
<year>2021</year>
<month>Mar</month>
<volume>35</volume>
<issue>2</issue>
<fpage>329</fpage>
</element-citation></ref>
<ref id="b22-ceo-2022-01298">
<label>22</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bjorntorp</surname><given-names>P</given-names></name>
</person-group>
<article-title>Neuroendocrine ageing</article-title>
<source>J Intern Med</source>
<year>1995</year>
<month>Nov</month>
<volume>238</volume>
<issue>5</issue>
<fpage>401</fpage>
<lpage>4</lpage>
</element-citation></ref>
<ref id="b23-ceo-2022-01298">
<label>23</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Rontal</surname><given-names>E</given-names></name>
<name><surname>Rontal</surname><given-names>M</given-names></name>
<name><surname>Jacob</surname><given-names>HJ</given-names></name>
<name><surname>Rolnick</surname><given-names>MI</given-names></name>
</person-group>
<article-title>Vocal cord dysfunction: an industrial health hazard</article-title>
<source>Ann Otol Rhinol Laryngol</source>
<year>1979</year>
<month>Nov-Dec</month>
<volume>88</volume>
<issue>Pt 1</issue>
<fpage>818</fpage>
<lpage>21</lpage>
</element-citation></ref>
<ref id="b24-ceo-2022-01298">
<label>24</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Pretzsch</surname><given-names>A</given-names></name>
<name><surname>Seidler</surname><given-names>A</given-names></name>
<name><surname>Hegewald</surname><given-names>J</given-names></name>
</person-group>
<article-title>Health effects of occupational noise</article-title>
<source>Curr Pollut Rep</source>
<year>2021</year>
<month>Sep</month>
<volume>7</volume>
<issue>3</issue>
<fpage>344</fpage>
<lpage>58</lpage>
</element-citation></ref>
<ref id="b25-ceo-2022-01298">
<label>25</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Cohen</surname><given-names>SM</given-names></name>
</person-group>
<article-title>Self-reported impact of dysphonia in a primary care population: an epidemiological study</article-title>
<source>Laryngoscope</source>
<year>2010</year>
<month>Oct</month>
<volume>120</volume>
<issue>10</issue>
<fpage>2022</fpage>
<lpage>32</lpage>
</element-citation></ref>
<ref id="b26-ceo-2022-01298">
<label>26</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Holmberg</surname><given-names>EB</given-names></name>
<name><surname>Hillman</surname><given-names>RE</given-names></name>
<name><surname>Hammarberg</surname><given-names>B</given-names></name>
<name><surname>Sodersten</surname><given-names>M</given-names></name>
<name><surname>Doyle</surname><given-names>P</given-names></name>
</person-group>
<article-title>Efficacy of a behaviorally based voice therapy protocol for vocal nodules</article-title>
<source>J Voice</source>
<year>2001</year>
<month>Sep</month>
<volume>15</volume>
<issue>3</issue>
<fpage>395</fpage>
<lpage>412</lpage>
</element-citation></ref>
</ref-list>
<sec sec-type="display-objects">
<title>Figures and Tables</title>
<fig id="f1-ceo-2022-01298" position="float">
<label>Fig. 1.</label><caption><p>Flowchart of the study. KNHANES, Korea National Health and Nutrition Examination Survey.</p></caption>
<graphic xlink:href="ceo-2022-01298f1.tif"/>
</fig>
<fig id="f2-ceo-2022-01298" position="float">
<label>Fig. 2.</label><caption><p>Laryngoscopic findings of each vocal fold lesion and the prevalence of each disease per 100,000 workers exposed to noise in the workplace for more than 3 months.</p></caption>
<graphic xlink:href="ceo-2022-01298f2.tif"/>
</fig>
<table-wrap id="t1-ceo-2022-01298" position="float">
<label>Table 1.</label>
<caption><p>Characteristics of subjects according to the presence of benign vocal fold lesions</p></caption>
<table rules="groups" frame="hsides">
<thead><tr>
<th align="left" valign="middle" rowspan="2" colspan="2">Variable</th>
<th align="center" valign="middle" colspan="2">Benign vocal fold lesion<hr/></th>
<th align="center" valign="middle" rowspan="2">Total (n=10,170)</th>
<th align="center" valign="middle" rowspan="2"><italic>P</italic>-value</th>
</tr><tr>
<th align="center" valign="middle">Absent (n=9,594, 94.3%)</th>
<th align="center" valign="middle">Present (n=576, 5.7%)</th>
</tr></thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2">Age (yr)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.002</td>
</tr>
<tr>
<td valign="top" align="left">&#x02003;</td>
<td valign="top" align="left">19&#x02013;29</td>
<td valign="top" align="center">1,198 (95.9)</td>
<td valign="top" align="center">48 (4.1)</td>
<td valign="top" align="center">1,246 (20.0)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">30&#x02013;39</td>
<td valign="top" align="center">1,898 (94.8)</td>
<td valign="top" align="center">100 (5.2)</td>
<td valign="top" align="center">1,998 (21.5)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">40&#x02013;49</td>
<td valign="top" align="center">1,759 (94.9)</td>
<td valign="top" align="center">92 (5.1)</td>
<td valign="top" align="center">1,851 (22.0)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">50&#x02013;59</td>
<td valign="top" align="center">1,816 (92.0)</td>
<td valign="top" align="center">139 (8.0)</td>
<td valign="top" align="center">1,955 (18.1)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">60&#x02013;69</td>
<td valign="top" align="center">1,607 (92.8)</td>
<td valign="top" align="center">115 (7.2)</td>
<td valign="top" align="center">1,722 (10.5)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">70&#x02013;79</td>
<td valign="top" align="center">1,135 (94.6)</td>
<td valign="top" align="center">73 (5.4)</td>
<td valign="top" align="center">1,208 (6.6)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">&#x02265;80</td>
<td valign="top" align="center">181 (95.4)</td>
<td valign="top" align="center">9 (4.6)</td>
<td valign="top" align="center">190 (1.3)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Sex</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.011</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">4,126 (93.5)</td>
<td valign="top" align="center">289 (6.5)</td>
<td valign="top" align="center">4,415 (49.9)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">5,468 (95.1)</td>
<td valign="top" align="center">287 (4.9)</td>
<td valign="top" align="center">5,755 (50.1)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Smoking</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Current smoker</td>
<td valign="top" align="center">1,987 (92.4)</td>
<td valign="top" align="center">156 (7.6)</td>
<td valign="top" align="center">2,143 (26.6)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Ex-smoker</td>
<td valign="top" align="center">2,013 (94.5)</td>
<td valign="top" align="center">138 (5.5)</td>
<td valign="top" align="center">2,151 (20.5)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Non-smoker</td>
<td valign="top" align="center">5,594 (95.2)</td>
<td valign="top" align="center">282 (4.8)</td>
<td valign="top" align="center">5,876 (52.9)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Alcohol drinking</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.097</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">&lt;1 time per month</td>
<td valign="top" align="center">5,173 (93.9)</td>
<td valign="top" align="center">332 (6.1)</td>
<td valign="top" align="center">5,505 (59.7)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">&#x02265;1 time per month</td>
<td valign="top" align="center">4,421 (94.9)</td>
<td valign="top" align="center">244 (5.1)</td>
<td valign="top" align="center">4,665 (40.3)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Body mass index</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.120</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Underweight</td>
<td valign="top" align="center">435 (96.0)</td>
<td valign="top" align="center">18 (4.0)</td>
<td valign="top" align="center">453 (4.6)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Normal</td>
<td valign="top" align="center">6,205 (94.6)</td>
<td valign="top" align="center">353 (5.4)</td>
<td valign="top" align="center">6,558 (64.1)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Overweight</td>
<td valign="top" align="center">2,954 (93.5)</td>
<td valign="top" align="center">205 (6.5)</td>
<td valign="top" align="center">3,159 (31.4)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Hypertension</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.027</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">4,202 (95.1)</td>
<td valign="top" align="center">212 (4.9)</td>
<td valign="top" align="center">4,414 (47.1)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Prehypertension</td>
<td valign="top" align="center">2,363 (93.8)</td>
<td valign="top" align="center">150 (6.2)</td>
<td valign="top" align="center">2,513 (26.2)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">3,029 (93.4)</td>
<td valign="top" align="center">214 (6.6)</td>
<td valign="top" align="center">3,243 (26.7)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Diabetes mellitus</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.030</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">6,894 (94.7)</td>
<td valign="top" align="center">391 (5.3)</td>
<td valign="top" align="center">7,285 (74.7)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Impaired fasting glucose</td>
<td valign="top" align="center">1,733 (93.6)</td>
<td valign="top" align="center">110 (6.4)</td>
<td valign="top" align="center">1,843 (17.1)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">967 (92.0)</td>
<td valign="top" align="center">75 (8.0)</td>
<td valign="top" align="center">1,042 (8.2)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Education</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.140</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Low</td>
<td valign="top" align="center">3,375 (93.6)</td>
<td valign="top" align="center">220 (6.4)</td>
<td valign="top" align="center">3,595 (28.1)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">High</td>
<td valign="top" align="center">6,219 (94.6)</td>
<td valign="top" align="center">356 (5.4)</td>
<td valign="top" align="center">6,575 (71.9)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Income</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.631</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">First quartile</td>
<td valign="top" align="center">1,763 (93.5)</td>
<td valign="top" align="center">126 (6.5)</td>
<td valign="top" align="center">1,889 (15.2)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Second quartile</td>
<td valign="top" align="center">2,504 (94.4)</td>
<td valign="top" align="center">138 (5.6)</td>
<td valign="top" align="center">2,642 (27.8)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Third quartile</td>
<td valign="top" align="center">2,680 (94.7)</td>
<td valign="top" align="center">149 (5.3)</td>
<td valign="top" align="center">2,829 (29.6)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Fourth quartile</td>
<td valign="top" align="center">2,647 (94.3)</td>
<td valign="top" align="center">163 (5.7)</td>
<td valign="top" align="center">2,810 (27.5)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Occupation</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.357</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Manual</td>
<td valign="top" align="center">3,787 (93.8)</td>
<td valign="top" align="center">235 (6.2)</td>
<td valign="top" align="center">4,022 (42.1)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Non-manual</td>
<td valign="top" align="center">2,047 (94.8)</td>
<td valign="top" align="center">111 (5.2)</td>
<td valign="top" align="center">2,158 (23.8)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Economically inactive</td>
<td valign="top" align="center">3,760 (94.6)</td>
<td valign="top" align="center">230 (5.4)</td>
<td valign="top" align="center">3,990 (34.1)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Self-reported voice problem</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">9,045 (95.4)</td>
<td valign="top" align="center">436 (4.6)</td>
<td valign="top" align="center">9,481 (94.0)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">549 (77.4)</td>
<td valign="top" align="center">140 (22.6)</td>
<td valign="top" align="center">689 (6.0)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Noise exposure for &#x02265;3 months</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">No</td>
<td valign="top" align="center">8,526 (94.7)</td>
<td valign="top" align="center">485 (5.3)</td>
<td valign="top" align="center">9,011 (87.4)</td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">1,068 (91.6)</td>
<td valign="top" align="center">91 (8.4)</td>
<td valign="top" align="center">1,159 (12.6)</td>
<td valign="top" align="center"></td>
</tr>
</tbody></table>
<table-wrap-foot>
<fn><p>Values are presented as number (weighted percentage, %).</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="t2-ceo-2022-01298" position="float">
<label>Table 2.</label>
<caption><p>Association between benign vocal fold lesions and occupational noise exposure</p></caption>
<table rules="groups" frame="hsides">
<thead><tr>
<th align="left" valign="middle" rowspan="2" colspan="2">Independent variable</th>
<th align="center" valign="middle" rowspan="2">Unadjusted</th>
<th align="center" valign="middle" colspan="3">Adjusted<hr/></th>
</tr><tr>
<th align="center" valign="middle">Model 1</th>
<th align="center" valign="middle">Model 2</th>
<th align="center" valign="middle">Model 3</th>
</tr></thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2">Noise exposure</td>
<td valign="top" align="center">1.646 (1.270&#x02013;2.132)</td>
<td valign="top" align="center">1.527 (1.170&#x02013;1.993)</td>
<td valign="top" align="center">1.501 (1.150&#x02013;1.959)</td>
<td valign="top" align="center">1.517 (1.157&#x02013;1.990)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Age (yr)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.011 (1.005&#x02013;1.018)</td>
<td valign="top" align="center">1.012 (1.003&#x02013;1.021)</td>
<td valign="top" align="center">1.013 (1.002&#x02013;1.025)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Sex (women=0)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.294 (1.025&#x02013;1.633)</td>
<td valign="top" align="center">0.996 (0.713&#x02013;1.392)</td>
<td valign="top" align="center">0.986 (0.693&#x02013;1.403)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Smoking (nonsmoking=0)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left">&#x02003;</td>
<td valign="top" align="left">Current smoking</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.526 (1.071&#x02013;2.177)</td>
<td valign="top" align="center">1.534 (1.073&#x02013;2.192)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Previous smoking</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.997 (0.695&#x02013;1.432)</td>
<td valign="top" align="center">0.993 (0.692&#x02013;1.425)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Drinking (&lt;1 time/mo=0)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.160 (0.891&#x02013;1.509)</td>
<td valign="top" align="center">1.161 (0.890&#x02013;1.515)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Obesity (underweight=0)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Overweight</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.336 (0.700&#x02013;2.552)</td>
<td valign="top" align="center">1.346 (0.701&#x02013;2.587)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Normal</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.178 (0.626&#x02013;2.217)</td>
<td valign="top" align="center">1.182 (0.626&#x02013;2.232)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Hypertension (normal=0)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Hypertension</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.043 (0.755&#x02013;1.440)</td>
<td valign="top" align="center">1.049 (0.757&#x02013;1.453)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Prehypertension</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.107 (0.841&#x02013;1.458)</td>
<td valign="top" align="center">1.112 (0.846&#x02013;1.461)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Diabetes mellitus (normal=0)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Diabetes mellitus</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.282 (0.894&#x02013;1.840)</td>
<td valign="top" align="center">1.287 (0.898&#x02013;1.843)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Impaired fasting glucose</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.027 (0.734&#x02013;1.438)</td>
<td valign="top" align="center">1.029 (0.732&#x02013;1.448)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Income (fourth quartile=0)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">First quartile</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">1.007 (0.697&#x02013;1.453)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Second quartile</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.958 (0.723&#x02013;1.268)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Third quartile</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.930 (0.677&#x02013;1.277)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Education (high=0)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.879 (0.643&#x02013;1.202)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Occupation (inactive=0)</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Manual</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.983 (0.747&#x02013;1.295)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Non-manual</td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">0.962 (0.681&#x02013;1.359)</td>
</tr>
</tbody></table>
</table-wrap>
</sec>
</back></article>