<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">ODEM</journal-id><journal-title-group><journal-title>Occupational Diseases and Environmental Medicine</journal-title></journal-title-group><issn pub-type="epub">2333-3561</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/odem.2020.82006</article-id><article-id pub-id-type="publisher-id">ODEM-99847</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Medicine&amp;Healthcare</subject></subj-group></article-categories><title-group><article-title>
 
 
  Do Occupational Factors Render Army Service a High-Leptospirosis-Risk Occupation?
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Siti</surname><given-names>Sara Y.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Aziah</surname><given-names>B. D.</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Azwany</surname><given-names>Y. N.</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mohd</surname><given-names>Nazri S.</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zahiruddin</surname><given-names>W. M.</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nabilah</surname><given-names>A.</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Siti</surname><given-names>Asma’ H.</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zaliha</surname><given-names>I.</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Fairuz</surname><given-names>A.</given-names></name><xref ref-type="aff" rid="aff5"><sup>5</sup></xref></contrib></contrib-group><aff id="aff5"><addr-line>Institute for Medical Research (IMR), Kuala Lumpur, Malaysia</addr-line></aff><aff id="aff3"><addr-line>Department of Medical Microbiology &amp;amp; Parasitology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia</addr-line></aff><aff id="aff4"><addr-line>Population Health &amp;amp; Preventive Medicine Discipline, Faculty of Medicine, Universiti Teknologi MARA, Selangor, Malaysia</addr-line></aff><aff id="aff1"><addr-line>Public Health Division, Selangor State Health Department, Ministry of Health, Selangor, Malaysia</addr-line></aff><aff id="aff2"><addr-line>Department of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia</addr-line></aff><pub-date pub-type="epub"><day>19</day><month>03</month><year>2020</year></pub-date><volume>08</volume><issue>02</issue><fpage>79</fpage><lpage>89</lpage><history><date date-type="received"><day>12,</day>	<month>February</month>	<year>2020</year></date><date date-type="rev-recd"><day>25,</day>	<month>April</month>	<year>2020</year>	</date><date date-type="accepted"><day>28,</day>	<month>April</month>	<year>2020</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Objective: Leptospirosis is a known zoonotic disease which is closely related to certain high-risk occupational group. This study aimed to identify the risk factors associated with seropositive leptospirosis among army personnel. 
  Methodology: A cross sectional study was conducted involving 616 army personnel using a self-administered questionnaire. The questionnaire consisted of sociodemographic, occupational and environmental data as well as recreational activities history. Serum sample for leptospirosis was taken for screening with IgM Enzyme-linked Immunosorbent Assay (IgM ELISA) test. Positive tests were confirmed by Microscopic Agglutination Test (MAT). 
  Results: All respondents were male, Malays and married with the mean age of 29.28 (7.15) years old. The mean duration of working was 11.50 (7.75). Majority of the respondents were non-officer and riflemen, smokers (455 (73.9%), stayed inside the camp and engaged in recreational activities. The mean duration of employment was 11.50 (7.75) years. The overall seroprevalence of leptospirosis was 16.2% (95% CI: 13.32, 19.15) and the predominant pathogenic serovar identified was Terengganu (38.2%). Those who had lower educational levels were more protective for positive leptospirosis compared to those who have only primary education (OR: 0.32; 95% CI: 0.14, 0.76; 
  <em>p</em> = 0.009). 
  Conclusion: Despite being named as one of the high-risk occupations for leptospirosis, this study found no significant occupational factors related to leptospirosis seropositivity among army personnel.
 
</p></abstract><kwd-group><kwd>Army</kwd><kwd> Leptospirosis</kwd><kwd> Seroprevalence</kwd><kwd> Igm Enzyme-Linked Immunosorbent Assay (ELISA)</kwd><kwd> Microscopic Agglutination Test (MAT)</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Leptospirosis is an infectious disease caused by infection of the bacteria belongs to genus leptospira that affects human as well as other mammals, birds, amphibians and reptiles. It is known as zoonotic diseases, which can be transmitted directly or indirectly from animal to human [<xref ref-type="bibr" rid="scirp.99847-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref2">2</xref>]. Humans are usually the incidental hosts [<xref ref-type="bibr" rid="scirp.99847-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref4">4</xref>].</p><p>Leptospirosis occurs worldwide but it is usually seen in tropical and subtropical areas with high rainfall. A review on the worldwide incidence trends of leptospirosis had listed Malaysia as a country without any available data but probably endemic with leptospirosis [<xref ref-type="bibr" rid="scirp.99847-ref5">5</xref>]. However, based on laboratory surveillance data from the Malaysia Institute for Medical Research (IMR), the estimated incidence has gradually increased from 0.9, 1.18 and 2.13 per 100,000 population in 2003, 2004 and 2005 respectively. Another hospital-based study in Northeastern part of Malaysia revealed that the prevalence of leptospirosis among febrile hospital admissions was 8.4% [<xref ref-type="bibr" rid="scirp.99847-ref6">6</xref>].</p><p>El Jalii and Bahaman in 2004 stated that the risk to leptospiral infection was demonstrated with respect to occupation, location, sex, race and age group [<xref ref-type="bibr" rid="scirp.99847-ref7">7</xref>]. Various studies around the world found that many factors associated with seroprevalence of leptospirosis, which include socio-cultural, occupational, behavioural and environmental factors [<xref ref-type="bibr" rid="scirp.99847-ref8">8</xref>]. The determinants for the transmission of Leptospira infection include the presence of carrier animals, suitability of the environment for the survival of leptospires and interaction between man, animals and environment [<xref ref-type="bibr" rid="scirp.99847-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref9">9</xref>]. Leptospirosis is an occupational hazard for many people who work outdoors or with animals, examples farmers, sewage workers, veterinarians, fish workers, dairy farmers, or military personnel [<xref ref-type="bibr" rid="scirp.99847-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref11">11</xref>].</p><p>Army is identified as one of the high-risk occupations in leptospirosis infection [<xref ref-type="bibr" rid="scirp.99847-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref14">14</xref>]. Army personnel were regarded as at-risk population for leptospirosis because of their operation and military exercise activities that bring them into contact with zoonotic reservoirs [<xref ref-type="bibr" rid="scirp.99847-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref17">17</xref>]. Few studies around the world also found the risk of infections existed at the training site [<xref ref-type="bibr" rid="scirp.99847-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref18">18</xref>]. Tan and Lopes (1972) reported the seroprevalence of leptospirosis among the military personnel at that point of time was 17.2% [<xref ref-type="bibr" rid="scirp.99847-ref19">19</xref>]. A study done a few years later revealed that the seroprevalence of leptospirosis among healthy army personnel was 12% to 22% [<xref ref-type="bibr" rid="scirp.99847-ref20">20</xref>]. Thus, this study was aimed to identify the possible risk factors which associated with seropositive leptospirosis among army personnel in Northeastern Malaysia.</p></sec><sec id="s2"><title>2. Materials and Method</title><sec id="s2_1"><title>2.1. Study Area and Design</title><p>A cross sectional study was conducted in four camps in Northeastern Malaysia.</p></sec><sec id="s2_2"><title>2.2. Sample Size and Selection of Participants</title><p>Sample size was estimated using PS Software Version 3.0 [<xref ref-type="bibr" rid="scirp.99847-ref21">21</xref>], based on calculation for two samples proportion for each possible factor at 80% power and alpha 0.05. The sample size estimated for this study was 278 per group based on a study in Laos [<xref ref-type="bibr" rid="scirp.99847-ref22">22</xref>]. After considering 10% non-response rate, the required sample size was 612. Army personnel who had been working for more than six months and involved in the operation and military training were included in the study.</p></sec><sec id="s2_3"><title>2.3. Data Collection</title><p>A validated self-administered questionnaire was distributed to respondents. The questionnaire consist of data on socio-demography (age, gender, race, marital status, smoking status), occupational factors (job category, position, duration of employment in years, frequency of operation or training that the respondent took part in a year, duration of latest operation or training, type of latrine used during latest operation or training, cuts or wounds during training or operation, washing hands with soap after work, shower immediately after work, contact with animals during working and sighting of rats at workplace) and environment factors (house ownership, type of house, main source water supply, type of toilet, distance from house to the river and paddy field, household animal ownership, neighbours’ animal ownership, presence of rats in house, house area affected by flood, accumulated garbage near the house and garbage disposal). History of recreational activities that predispose the respondents to leptospirosis was also explored.</p></sec><sec id="s2_4"><title>2.4. Serological Evaluation</title><p>Five mls of venous blood was taken from each subject for ELISA and microscopic agglutination test (MAT). MAT is a gold standard test for serological diagnosis of leptospirosis due to its high sensitivity and specificity compared to other currently available tests [<xref ref-type="bibr" rid="scirp.99847-ref23">23</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref24">24</xref>].</p><p>MAT was performed according to the guideline by WHO [<xref ref-type="bibr" rid="scirp.99847-ref23">23</xref>] to determine the presence of anti-Leptospira antibodies with a panel of live leptospires after ELISA was performed. The Indeterminate and positive samples of ELISA test were sent to Institute for Medical Research (IMR). Agglutination was examined by dark field microscopy at a magnification of x100. MAT titre of 1 ≥ 100 was considered as positive for the evidence of past exposure to leptospirosis [<xref ref-type="bibr" rid="scirp.99847-ref25">25</xref>].</p></sec><sec id="s2_5"><title>2.5. Statistical Analysis</title><p>Simple and multiple logistic regressions were performed to determine the risk factors for leptospirosis among the respondents. Model of fitness was tested by Hosmer Lemeshow, classification table and receiver operator characteristics (ROC) curve [<xref ref-type="bibr" rid="scirp.99847-ref26">26</xref>]. Model is considered fit when there was high overall percentage in the classification table and area under the curve towards 1 in ROC curve. The adjusted odds ratio was estimated with 95% confidence interval. The level of significance was set at 5% (0.05 with two-tailed).</p></sec></sec><sec id="s3"><title>3. Results</title><p>All the eligible army personnel agreed to participate in this study giving the response rate of 100%. A total of 616 subjects were recruited into the study. There were 117 Positive and Indeterminate samples from ELISA and these samples were sent for further confirmation by MAT.</p><p>All respondents were male, Malays and married with the mean age of 29.28 (7.15) years old. Majority of the respondents were non officer and riflemen, smokers, stayed inside the camp and engaged in recreational activities. The mean duration of employment was 11.50 (7.75) years. The overall seroprevalence of leptospirosis was 16.2% (95% CI: 13.32, 19.15) (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Education level of the respondents (p = 0.010) and duration of latest operation (p = 0.024) were found to be significantly associated with seropositive leptospirosis among army personnel at bivariate level (<xref ref-type="table" rid="table1">Table 1</xref>).</p><p>In multivariable analysis, multiple logistic regression analysis showed that only education level of the respondents (OR: 0.32; 95% CI: 0.14, 0.76; p = 0.009) had a significant association with seropositivity (<xref ref-type="table" rid="table2">Table 2</xref>) where those who had lower educational level were more protected for positive leptospirosis compared to those who have only primary education.</p></sec><sec id="s4"><title>4. Discussions</title><p>Leptospirosis is presumed to be the most widespread re-emerging zoonotic disease in the world. Seroprevalence of leptospirosis varies from one profession to the other [<xref ref-type="bibr" rid="scirp.99847-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref27">27</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref28">28</xref>]. In addition, geographical distribution, weather and climate also influenced the seroprevalence of leptospirosis. Findings in this study documented a high prevalence of letospiral antibody (16.2%) among army personnel.</p><p>Education level may influence the personal hygiene of an individual and awareness on diseases. Our study found that the education level was a significant factor for seropositive leptospirosis. The respondents who went to lower secondary school had protective effect against seropositive leptospirosis as compared to the respondents who went to primary school only. However, there was</p><table-wrap-group id="1"><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Univariable analysis of possible risk factors for leptospirosis among 616 army personnel using simple logistic regression</title></caption><table-wrap id="1_1"><table><tbody><thead><tr><th align="center" valign="middle"  colspan="3"   rowspan="2"  >Variable</th><th align="center" valign="middle" >Seropositive n = 100</th><th align="center" valign="middle" >Seronegative n = 516</th><th align="center" valign="middle"  rowspan="2"  >Crude OR<sup>a</sup></th><th align="center" valign="middle"  rowspan="2"  >95% CI<sup>b</sup></th><th align="center" valign="middle"  rowspan="2"  >p value<sup>c</sup></th></tr></thead><tr><td align="center" valign="middle" >Freq. (%)</td><td align="center" valign="middle" >Freq. (%)</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Age</td><td align="center" valign="middle" >29.36 (6.83)</td><td align="center" valign="middle" >29.26 (7.22)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.898</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Marital status</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Single/Widower</td><td align="center" valign="middle" >38 (37.6)</td><td align="center" valign="middle" >226 (43.9)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Married</td><td align="center" valign="middle" >63 (62.4)</td><td align="center" valign="middle" >289 (56.1)</td><td align="center" valign="middle" >0.75</td><td align="center" valign="middle" >(0.48, 1.16)</td><td align="center" valign="middle" >0.197</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Income (RM)</td><td align="center" valign="middle" >1580.97 (964.07)</td><td align="center" valign="middle" >1506.52 (826.43)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.423</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Level of education</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Primary</td><td align="center" valign="middle" >11 (11.0)</td><td align="center" valign="middle" >29 (5.6)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Lower secondary</td><td align="center" valign="middle" >17 (17.0)</td><td align="center" valign="middle" >138 (26.7)</td><td align="center" valign="middle" >0.33</td><td align="center" valign="middle" >(0.14, 0.77)</td><td align="center" valign="middle" >0.010</td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Upper secondary</td><td align="center" valign="middle" >69 (69.0)</td><td align="center" valign="middle" >331 (64.1)</td><td align="center" valign="middle" >0.55</td><td align="center" valign="middle" >(0.26, 1.15)</td><td align="center" valign="middle" >0.113</td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Tertiary</td><td align="center" valign="middle" >3 (3.0)</td><td align="center" valign="middle" >18 (3.5)</td><td align="center" valign="middle" >0.44</td><td align="center" valign="middle" >(0.11, 1.79)</td><td align="center" valign="middle" >0.251</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Job category</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Riflemen</td><td align="center" valign="middle" >89 (89.0)</td><td align="center" valign="middle" >460 (89.1)</td><td align="center" valign="middle" >0.99</td><td align="center" valign="middle" >(0.50, 2.0)</td><td align="center" valign="middle" >0.965</td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Non riflemen</td><td align="center" valign="middle" >11 (10.9)</td><td align="center" valign="middle" >56 (10.9)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="3"  >Position</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Non officer</td><td align="center" valign="middle" >87 (87.0)</td><td align="center" valign="middle" >61 (11.8)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Officer</td><td align="center" valign="middle" >13 (13.0)</td><td align="center" valign="middle" >455 (88.2)</td><td align="center" valign="middle" >1.12</td><td align="center" valign="middle" >(0.59, 2.12)</td><td align="center" valign="middle" >0.740</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Duration of working (years)</td><td align="center" valign="middle" >10.65 (7.36)</td><td align="center" valign="middle" >11.67 (7.82)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.229</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Smoking status</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Smoker</td><td align="center" valign="middle" >85 (85.0)</td><td align="center" valign="middle" >432 (83.7)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Never smoke</td><td align="center" valign="middle" >15 (15.0)</td><td align="center" valign="middle" >84 (16.3)</td><td align="center" valign="middle" >0.91</td><td align="center" valign="middle" >(0.50, 1.65)</td><td align="center" valign="middle" >0.750</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Frequency of operation/training (year)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.07</td><td align="center" valign="middle" >(0.85, 1.35)</td><td align="center" valign="middle" >0.577</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Duration of latest operation (days)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0.99</td><td align="center" valign="middle" >(0.79, 0.99)</td><td align="center" valign="middle" >0.024</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Duration of latest training (days)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1.00</td><td align="center" valign="middle" >(0.99, 1.01)</td><td align="center" valign="middle" >0.945</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Wound during operation (n = 80)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Upper limb</td><td align="center" valign="middle" >5 (41.7)</td><td align="center" valign="middle" >27(39.7)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Lower limb</td><td align="center" valign="middle" >6 (50.0)</td><td align="center" valign="middle" >33 (48.5)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Other parts of the body</td><td align="center" valign="middle" >1 (8.3)</td><td align="center" valign="middle" >8 (11.8)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="3"  >Hand washing with soap after activity (yes)</td><td align="center" valign="middle" >89 (89.0)</td><td align="center" valign="middle" >443 (85.9)</td><td align="center" valign="middle" >0.75</td><td align="center" valign="middle" >(0.38, 1.47)</td><td align="center" valign="middle" >0.403</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Shower after work (yes)</td><td align="center" valign="middle" >97 (97.0)</td><td align="center" valign="middle" >489 (94.8)</td><td align="center" valign="middle" >0.56</td><td align="center" valign="middle" >(0.17, 1.88)</td><td align="center" valign="middle" >0.349</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Contact with animals during operation (yes)</td><td align="center" valign="middle" >68 (13.2)</td><td align="center" valign="middle" >8 (8.0)</td><td align="center" valign="middle" >1.75</td><td align="center" valign="middle" >(0.81, 3.76)</td><td align="center" valign="middle" >0.154</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Sighting rats/rodents at work site (yes)</td><td align="center" valign="middle" >58 (58.0)</td><td align="center" valign="middle" >289 (56.0)</td><td align="center" valign="middle" >0.92</td><td align="center" valign="middle" >(0.60, 1.42)</td><td align="center" valign="middle" >0.713</td></tr><tr><td align="center" valign="middle"  colspan="3"  >House location</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Outside camp</td><td align="center" valign="middle" >48 (48.0)</td><td align="center" valign="middle" >210 (40.7)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Inside camp</td><td align="center" valign="middle" >52 (52.0)</td><td align="center" valign="middle" >306 (59.3)</td><td align="center" valign="middle" >0.74</td><td align="center" valign="middle" >(0.48, 1.14)</td><td align="center" valign="middle" >0.176</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><table-wrap id="1_2"><table><tbody><thead><tr><th align="center" valign="middle"  colspan="3"  >House ownership</th><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th></tr></thead><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Own</td><td align="center" valign="middle" >31 (31.0)</td><td align="center" valign="middle" >120 (23.3)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Rent</td><td align="center" valign="middle" >22 (22.0)</td><td align="center" valign="middle" >101 (19.6)</td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >(0.50, 1.55)</td><td align="center" valign="middle" >0.582</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Quarters</td><td align="center" valign="middle" >47 (47.0)</td><td align="center" valign="middle" >295 (57.2)</td><td align="center" valign="middle" >0.62</td><td align="center" valign="middle" >(0.37, 1.02)</td><td align="center" valign="middle" >0.058</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Main water source</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Treated water</td><td align="center" valign="middle" >81 (81.0)</td><td align="center" valign="middle" >401 (77.7)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Open well</td><td align="center" valign="middle" >13 (13.0)</td><td align="center" valign="middle" >48 (9.3)</td><td align="center" valign="middle" >1.34</td><td align="center" valign="middle" >(0.70, 2.59)</td><td align="center" valign="middle" >0.382</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Tube well</td><td align="center" valign="middle" >6 (6.0)</td><td align="center" valign="middle" >67 (13.0)</td><td align="center" valign="middle" >0.44</td><td align="center" valign="middle" >(0.19, 1.06)</td><td align="center" valign="middle" >0.066</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Distance of house to river (n = 258)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >&lt;100 meters</td><td align="center" valign="middle" >11 (22.9)</td><td align="center" valign="middle" >36 (17.1)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >100 to 200 meters</td><td align="center" valign="middle" >12 (25.0)</td><td align="center" valign="middle" >58 (27.6)</td><td align="center" valign="middle" >0.68</td><td align="center" valign="middle" >(0.27, 1.70)</td><td align="center" valign="middle" >0.405</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >&gt;200 meters or no river nearby</td><td align="center" valign="middle" >25 (52.1)</td><td align="center" valign="middle" >116 (55.2)</td><td align="center" valign="middle" >0.71</td><td align="center" valign="middle" >(0.32, 1.57)</td><td align="center" valign="middle" >0.390</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Distance of house to paddy field (n = 258)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >&lt;100 meters</td><td align="center" valign="middle" >8 (16.7)</td><td align="center" valign="middle" >19 (9.0)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >100 to 200 meters</td><td align="center" valign="middle" >5 (10.8)</td><td align="center" valign="middle" >28 (13.3)</td><td align="center" valign="middle" >0.42</td><td align="center" valign="middle" >(0.12, 1.50)</td><td align="center" valign="middle" >0.182</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >&gt;200 meters or no paddy field nearby</td><td align="center" valign="middle" >35 (72.9)</td><td align="center" valign="middle" >163 (77.6)</td><td align="center" valign="middle" >0.51</td><td align="center" valign="middle" >(0.21, 1.26)</td><td align="center" valign="middle" >0.144</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Animal ownership (n = 217)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >High risk</td><td align="center" valign="middle" >38 (37.6)</td><td align="center" valign="middle" >161 (31.3)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Low risk</td><td align="center" valign="middle" >2 (2.0)</td><td align="center" valign="middle" >15 (2.9)</td><td align="center" valign="middle" >0.82</td><td align="center" valign="middle" >(0.53, 1.28)</td><td align="center" valign="middle" >0.389</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Neighbours’ animal ownership (n = 325)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >High risk</td><td align="center" valign="middle" >50 (50.0)</td><td align="center" valign="middle" >234 (45.3)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Low risk</td><td align="center" valign="middle" >8 (8.0)</td><td align="center" valign="middle" >34 (6.6)</td><td align="center" valign="middle" >1.10</td><td align="center" valign="middle" >(0.48, 2.52)</td><td align="center" valign="middle" >0.820</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Presence of rats in house (yes)</td><td align="center" valign="middle" >51 (51.0)</td><td align="center" valign="middle" >223 (43.2)</td><td align="center" valign="middle" >0.73</td><td align="center" valign="middle" >(0.48, 1.12)</td><td align="center" valign="middle" >0.153</td></tr><tr><td align="center" valign="middle"  colspan="3"  >House area affected by flood</td><td align="center" valign="middle" >16 (16.0)</td><td align="center" valign="middle" >68 (13.2)</td><td align="center" valign="middle" >0.80</td><td align="center" valign="middle" >(0.44, 1.44)</td><td align="center" valign="middle" >0.453</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Accumulated garbage close by to the house (yes)</td><td align="center" valign="middle" >24 (23.8)</td><td align="center" valign="middle" >133 (25.8)</td><td align="center" valign="middle" >1.10</td><td align="center" valign="middle" >(0.67, 1.81)</td><td align="center" valign="middle" >0.709</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Garbage disposal</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Local authority</td><td align="center" valign="middle" >54 (54.0)</td><td align="center" valign="middle" >299 (57.9)</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  colspan="2"  ></td><td align="center" valign="middle" >Other</td><td align="center" valign="middle" >46 (46.0)</td><td align="center" valign="middle" >217 (42.1)</td><td align="center" valign="middle" >1.17</td><td align="center" valign="middle" >(0.76, 1.81)</td><td align="center" valign="middle" >0.466</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap></table-wrap-group><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Risk factors for leptospirosis among 616 army personnel using multiple logistic regression</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  colspan="2"  >Variables</th><th align="center" valign="middle" >Β</th><th align="center" valign="middle" >Adj OR<sup>a</sup> (95% CI<sup>b</sup>)</th><th align="center" valign="middle" >Wald (df<sup>c</sup>)</th><th align="center" valign="middle" >p value</th></tr></thead><tr><td align="center" valign="middle"  colspan="2"  >Education level</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Primary</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Lower Secondary</td><td align="center" valign="middle" >−1.14</td><td align="center" valign="middle" >0.32 (0.14, 0.76)</td><td align="center" valign="middle" >6.75 (1)</td><td align="center" valign="middle" >0.009</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Upper secondary</td><td align="center" valign="middle" >−0.63</td><td align="center" valign="middle" >0.52 (0.24, 1.09)</td><td align="center" valign="middle" >3.04 (1)</td><td align="center" valign="middle" >0.081</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Tertiary</td><td align="center" valign="middle" >−0.90</td><td align="center" valign="middle" >0.41 (0.10, 1.67)</td><td align="center" valign="middle" >1.56 (1)</td><td align="center" valign="middle" >0.212</td></tr></tbody></table></table-wrap><p><sup>a</sup>OR = Odds Ratio, <sup>b</sup>CI = Confidence Interval, <sup>c</sup>df = degree of freedom.</p><p>no significant different when compared to higher educational level. This finding was consistent with the study done in Salvador, Brazil which reported a positive correlation between seroprevalence of leptospirosis and low education level [<xref ref-type="bibr" rid="scirp.99847-ref29">29</xref>].</p><p>Another study that shared a similar finding was in Jamaica. Lower education level was a significant risk factor for having leptospirosis among the butchers, in which almost half of the respondents only completed primary school [<xref ref-type="bibr" rid="scirp.99847-ref30">30</xref>]. The other study in Brazil also found that education was the protective effect against leptospirosis. The researchers suggested that the higher the education level, a better personal hygiene was practiced [<xref ref-type="bibr" rid="scirp.99847-ref31">31</xref>].</p><p>Leptospirosis was often regarded as occupational related disease [<xref ref-type="bibr" rid="scirp.99847-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref17">17</xref>]. As shown by a case control study in Singapore, the researchers found that the study subjects (high risk occupation) had six times higher seroprevalence than the control subjects [<xref ref-type="bibr" rid="scirp.99847-ref32">32</xref>]. In epidemiological study done in Hawaii revealed that occupational exposures accounted for 44% of all cases, mostly related to farming, specifically, taro farming [<xref ref-type="bibr" rid="scirp.99847-ref33">33</xref>].</p><p>Our study did not find any significant occupational risk factor. In our routine army jungle operation, once the team leader identified based place, the team members will find for the safe drinking water source and proper place to rest. In addition to that, facilities such as proper drinking water (mineral waters) and proper latrine were provided for the team that stayed longer at the military field activities, hence the potential hazards were reduced. This precaution measures might be one of the factors that helps to reduce the risk of infection.</p><p>Contact with animals while working especially the reservoirs for leptospires might predispose the workers to leptospirosis as seen by study among seasonal strawberries harvesters in Germany [<xref ref-type="bibr" rid="scirp.99847-ref34">34</xref>] and also in Vietnam [<xref ref-type="bibr" rid="scirp.99847-ref35">35</xref>]. However, in our study, there was no significant association between history contact with animal and the respondents at work with the seropositivity of leptospirosis.</p><p>Leptospirosis is a disease of the environment; transmission depends on the interaction between the men and mammalian reservoir hosts [<xref ref-type="bibr" rid="scirp.99847-ref36">36</xref>]. Previous studies found that leptospirosis was associated with environmental factors especially household environmental factors [<xref ref-type="bibr" rid="scirp.99847-ref33">33</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref37">37</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref38">38</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref39">39</xref>]. Studies had reported a significant environmental factors such as distances of house to the river and paddy field [<xref ref-type="bibr" rid="scirp.99847-ref40">40</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref41">41</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref42">42</xref>], living in agricultural areas or on clay soil [<xref ref-type="bibr" rid="scirp.99847-ref31">31</xref>] [<xref ref-type="bibr" rid="scirp.99847-ref43">43</xref>]. However, there were no significant environmental factors found to be associated with seropositivity of leptospirosis among the respondents in our study.</p><p>Our study was limited to the fact that our army responders were all male which make us unable to investigate the different of gender related activities with seropositivity. In addition to that, information on personal, occupational, environmental and recreational histories was subjected to the current six months period and was based on self reporting which may lead to recall bias. Misclassification of persons as seronegative and seropositive might be a potential bias due to false negativity in the early course of disease [<xref ref-type="bibr" rid="scirp.99847-ref44">44</xref>].</p></sec><sec id="s5"><title>5. Conclusions</title><p>Despite being named as one of the high-risk occupations for leptospirosis, this study found no significant occupational factors related to leptospirosis seropositivity among army personnel. This may indicate the importance of safety precaution to overcome the high-risk exposure in occupational activities.</p><p>By knowing the possible factors, leptospirosis can be prevented if appropriate control and preventive measures are taken especially for potentially modifiable risk factors. Therefore, it is important to identify the risk factors associated with seroprevalence of leptospirosis among army personnel. In addition to that, identification of the modifiable risk factors that present in the dynamics of the circulation of Leptospira among the high risk groups, may contribute to a better preventive and control program, as well as planning for good policies and interventions with the aim to control the emerging health problem.</p></sec><sec id="s6"><title>Acknowledgements</title><p>The authors would like to express the greatest gratitude and acknowledgement to the Medical Division Army who gave the permission for this research and all the respondents that provided us their valuable responses in this study. A special appreciation goes to Institute for Medical Research for their cooperation to make this study successful. This study was funded by the Research University Grant (1001/PPSP/812106) and was ethically approved by Research and Ethics Committee (Human) of Universiti Sains Malaysia.</p></sec><sec id="s7"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s8"><title>Cite this paper</title><p>Y., S.S., B. D., A., Y. N., A., S., M.N., M.W., Z., A., N., H., S.A., I., Z. and A., F. (2020) Do Occupational Factors Render Army Service a High-Leptospirosis-Risk Occupation? Occupational Diseases and Environmental Medicine, 8, 79-89. https://doi.org/10.4236/odem.2020.82006</p></sec></body><back><ref-list><title>References</title><ref id="scirp.99847-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Bharti, A.R., Nally, J.E., Ricaldi, J.N., Matthias, M.A., Diaz, M.M., Lovett, M.A., Levett, P.N., Gilman, R.H., Willig, M.R., Gotuzzo, E. and Vinetz, J.M. 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