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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2025.1468190</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Medicine</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Evaluation of deep vein thrombosis prophylaxis use in a Northwest Ethiopian medical ward: an observational follow-up study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Dagnew</surname> <given-names>Samuel Berihun</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Moges</surname> <given-names>Tilaye Arega</given-names></name>
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<contrib contrib-type="author">
<name><surname>Dagnew</surname> <given-names>Fisseha Nigussie</given-names></name>
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<contrib contrib-type="author">
<name><surname>Assefa</surname> <given-names>Abraham Nigussie</given-names></name>
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<contrib contrib-type="author">
<name><surname>Anberbr</surname> <given-names>Sisay Sitotaw</given-names></name>
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<contrib contrib-type="author">
<name><surname>Geremew</surname> <given-names>Adane Tsegaw</given-names></name>
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<contrib contrib-type="author">
<name><surname>Addis</surname> <given-names>Getu Tesfaw</given-names></name>
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<aff id="aff1"><sup>1</sup><institution>Department of Clinical Pharmacy, College Health Sciences, Debre Tabor University</institution>, <addr-line>Debre Tabor</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Social and Administrative Pharmacy, College of Health Sciences, Debre Tabor University</institution>, <addr-line>Debre Tabor</addr-line>, <country>Ethiopia</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Carmine Siniscalchi, University of Parma, Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Pierpaolo Di Micco, Ospedale Santa Maria delle Grazie, Italy</p>
<p>Budi Setiawan, Diponegoro University, Indonesia</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Samuel Berihun Dagnew, <email>samuelberihun12@gmail.com</email>; <email>samuber@dtu.edu.et</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>03</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1468190</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>02</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Dagnew, Moges, Dagnew, Assefa, Anberbr, Geremew and Addis.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Dagnew, Moges, Dagnew, Assefa, Anberbr, Geremew and Addis</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>During hospitalization, a significant number of patients at risk of thromboembolism do not receive prophylaxis, despite established standards and viable procedures for preventing deep vein thrombosis (DVT). This study aimed to assess the appropriateness of vein thrombosis prophylaxis use among patients admitted to the medical ward of Debre Tabor Comprehensive Specialized Hospital (DTCSH) in Northwest Ethiopia.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>An observational follow-up study was conducted in the medical wards of Debre Tabor Comprehensive Specialized Hospital in Northwest Ethiopia to determine whether thromboprophylaxis was appropriately used, based on the Padua risk assessment tool. To identify factors associated with the occurrence of inappropriate thromboprophylaxis use, a binary logistic regression model was used. Statistical significance was considered when the <italic>p</italic>-value was &#x003C;0.05, with a 95% confidence interval.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Among the 365 patients in the study, 21.37% received inappropriate thromboprophylaxis, while 78.63% received it correctly. Patients admitted to the ICU [AOR&#x202F;=&#x202F;4.276, 95% CI: 1.878&#x2013;16.134; <italic>p</italic>&#x202F;=&#x202F;0.000], those who stayed for more than 6&#x202F;days [AOR =6.192, 95% CI: 2.085&#x2013;14.391; <italic>p</italic>&#x202F;=&#x202F;0.000], and general practitioners [AOR&#x202F;=&#x202F;1.816, 95% CI: 1.007&#x2013;3.207; <italic>p</italic>&#x202F;=&#x202F;0.048] were more likely to receive inappropriate thrombophylaxis.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>The appropriateness of DVT prophylaxis use was suboptimal, especially among the patients treated by general practitioners, those hospitalized in the intensive care unit, and those who stayed for more than a few days in the ward. Using an integrated risk stratification checklist is an effective way to promote the more rational use of DVT prophylaxis.</p>
</sec>
</abstract>
<kwd-group>
<kwd>deep vein thrombosis</kwd>
<kwd>appropriateness of thromboprophylaxis</kwd>
<kwd>medical ward</kwd>
<kwd>Comprehensive Specialized Hospitals</kwd>
<kwd>Northwest Ethiopia</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="10"/>
<word-count count="6182"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Hematology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>Deep vein thrombosis (DVT) continues to be a serious condition with a high mortality and morbidity rate (<xref ref-type="bibr" rid="ref1">1</xref>). Hospitalized patients who are critically ill and have limited movement are at an increased risk of venous thromboembolism (VTE), which can lead to deep vein thrombosis (DVT) and pulmonary embolism (PE) (<xref ref-type="bibr" rid="ref2">2</xref>). Between 50,000 and 200,000 of the 600,000 hospital admissions associated with DVT result in a pulmonary embolism (<xref ref-type="bibr" rid="ref3">3</xref>). An estimated 10 million cases of hospital-related venous thromboembolism occur annually, making it a major source of illness and mortality worldwide (<xref ref-type="bibr" rid="ref4">4</xref>). The occurrence of these complications can be reduced by healthcare personnel implementing effective prevention strategies, such as early mobilization and pharmaceutical prophylaxis. Furthermore, educating patients about symptom recognition and mobility maintenance can improve outcomes and reduce the impact of VTE (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>In the absence of prevention, a significant number of medical patients experience an increased DVT rate (<xref ref-type="bibr" rid="ref6">6</xref>). The occurrence of VTE often complicates the treatment plan for hospitalized patients (<xref ref-type="bibr" rid="ref7">7</xref>). The risk of DVT and its associated consequences in hospitalized patients is considerably decreased when appropriate thromboprophylaxis, such as anticoagulant drugs or mechanical devices, is used (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>). However, in hospital settings, thromboprophylaxis is often either underappreciated or overused (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref11">11</xref>). Negative effects, such as increased morbidity, mortality, and medical expenses, can result from the improper use of DVT prophylaxis&#x2014;whether through underutilization or overutilization (<xref ref-type="bibr" rid="ref12">12</xref>).</p>
<p>Inappropriate or non-existent DVT prevention in hospitalized patients can have fatal consequences. Patients with DVT are at a high risk of developing serious complications, including pulmonary embolism, which can lead to significant long-term health issues or even death (<xref ref-type="bibr" rid="ref13">13</xref>). Furthermore, the development of DVT can lead to long-term complications, such as bleeding, recurrent venous thrombosis, chronic post-thrombotic syndrome (PTS) sequelae, persistent dyspnea following PE, and chronic thromboembolic pulmonary hypertension (<xref ref-type="bibr" rid="ref14">14</xref>).</p>
<p>In the context of Ethiopia, only a small number of studies have evaluated whether DVT prophylaxis should be used among hospitalized patients in Ethiopia. Research from Jimma University Specialized Hospital revealed that only 37.3% of eligible patients received appropriate thromboprophylaxis (<xref ref-type="bibr" rid="ref15">15</xref>). Another study conducted at Tikur Anbessa Specialized Hospital at Addis Ababa University revealed that 54.7% of patients received the recommended DVT prophylaxis (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
<p>The aim of this study was to assess the appropriateness of DVT prophylaxis use among patients admitted to the medical ward of Debre Tabor Comprehensive Specialized Hospital in Northwest Ethiopia. Understanding the fundamental causes of inadequate DVT prophylaxis is essential for formulating interventions that enhance patient outcomes. A detailed assessment of current practices and the identification of opportunities for improvement can help shape the development of targeted interventions to enhance patient safety and quality of care.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<title>Materials and methods</title>
<sec id="sec7">
<title>Study setting, period, and design</title>
<p>The study was conducted at Debre Tabor Comprehensive Specialized Hospital (DTCSH), located in the South Gondar zone of the Amhara Region in Northwest Ethiopia, 100&#x202F;km from Bahirdar and 666 from Addis Ababa. In the catchment area, it serves approximately 3 million people. The hospital has several departments, including internal medicine, pediatrics, obstetrics and gynecology, surgery, dentistry, psychiatry, ophthalmology, hospital pharmacy, dermatology, laboratory services, and an antiretroviral therapy clinic. In the medical wards of the hospital, an observational follow-up study design was used to evaluate the appropriateness of pharmacological prophylaxis against deep vein thrombosis between 18 March and 30 May 2024.</p>
</sec>
<sec id="sec8">
<title>Study participants and sampling technique</title>
<p>The sample size was calculated using the single population formula, <inline-formula>
<mml:math id="M1">
<mml:mi>n</mml:mi>
<mml:mo>=</mml:mo>
<mml:mspace width="thickmathspace"/>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>Z</mml:mi>
<mml:mi>&#x03B1;</mml:mi>
<mml:mo stretchy="true">/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">P</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mi>d</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:math>
</inline-formula>. The prevalence of inappropriate DVT prevention was obtained from a study conducted at UoCSH (<xref ref-type="bibr" rid="ref17">17</xref>). A total sample size of 332 was calculated with a <italic>p</italic>-value of 31.6% (0.5), a marginal error (d) of 5%, a threshold of significance (<italic>&#x03B1;</italic>) of 0.05, Z&#x03B1;/2&#x202F;=&#x202F;1.96, and <italic>q</italic>&#x202F;=&#x202F;1&#x2212;<italic>p</italic>, based on prior research of this type. The final sample size was 365 individuals after accounting for a 10% contingency. All patients admitted to the DTCSH medical ward during the study period who met the inclusion criteria were included in the study. Patients who were readmitted during the study period, those with a diagnosis of DVT and taking anticoagulant therapy, those who refused to participate, and those with a length of stay of less than 24&#x202F;h were excluded from the study. A consecutive sampling technique was used to select study participants.</p>
</sec>
<sec id="sec9">
<title>Operational definition</title>
<list list-type="simple">
<list-item>
<p><bold>Appropriate prophylaxis:</bold> When pharmacological prophylaxis was administered to the patient when indicated and not contraindicated or when no pharmacological prophylaxis was given to a patient who was either not eligible or had an absolute contraindication.</p>
</list-item>
<list-item>
<p><bold>Inappropriate prophylaxis:</bold> When pharmacological prophylaxis was not administered to the patient when indicated and not contraindicated or when pharmacological prophylaxis was given to a patient who was either not eligible or had an absolute contraindication.</p>
</list-item>
<list-item>
<p><bold>DVT prophylaxis indicated:</bold> When the Padua risk score was &#x2265;4 and the IMPROVE bleeding risk score was &#x003C;7.</p>
</list-item>
<list-item>
<p><bold>DVT prophylaxis not indicated:</bold> When the Padua risk score was &#x003C;4, regardless of the IMPROVE bleeding risk score.</p>
</list-item>
<list-item>
<p><bold>DVT prophylaxis contraindicated:</bold> When the IMPROVE bleeding risk score was &#x2265;7.</p>
</list-item>
</list>
</sec>
<sec id="sec10">
<title>Data collection tools, procedures, and quality control</title>
<p>Data extraction tools were developed following a review of the literature (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref17 ref18 ref19 ref20 ref21">17&#x2013;21</xref>), with modifications made based on the type and context of patient medical data. These tools included participant sociodemographic details, pertinent laboratory findings, coagulation profile, length of hospital stay, diagnosis, number of diseases, the Padua assessment tool, and the IMPROVE bleeding risk score criteria. All of the information was obtained from the patients&#x2019; medical records. The format for data abstraction was pretested on 5% of the sample population, and any necessary modifications were made before the actual data collection period. Two pharmacists, who had received training on the study&#x2019;s goals and fundamental data-gathering techniques, collected the data. Every day, the primary investigator checked the consistency, accuracy, and completeness of the data that had been gathered.</p>
</sec>
<sec id="sec11">
<title>Outcome measurements</title>
<p>Each patient&#x2019;s risk of thromboembolism was assessed using the modified Padua risk assessment model. Each criterion was assigned a risk value between 1 and 4 based on the extent of its impact on the development of thromboembolism. The patient&#x2019;s total risk score was determined by summing the points assigned to each Padua risk assessment parameter. Using the IMPROVE bleeding risk score criteria, the contraindications of DVT prophylaxis were evaluated. A total score of 7 or more was considered to indicate an absolute contraindication to prophylaxis. When a patient is hospitalized in a medical ward, stays for more than 24&#x202F;h, and has no contraindications, a total score of 4 or more indicates a high risk of thromboembolism and qualifies them for pharmacologic prophylaxis (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref22">22</xref>).</p>
</sec>
<sec id="sec12">
<title>Data processing and analysis</title>
<p>After the data collection, the data were entered into EpiData version 4.6, cleansed, and analyzed using STATA version 17. The results of the descriptive statistics were summarized using tables and figures. A Q&#x2013;Q plot and a histogram were used to assess the normal distribution of the data. Depending on the distribution of the data, continuous variables were presented using the mean (standard deviation) and median (interquartile range), while categorical variables were presented using frequency and percent. After performing a Hosmer&#x2013;Lemeshow goodness-of-fit test, a logistic regression model was used. A binary logistic regression analysis was conducted to identify the independent factors associated with the inappropriateness of DVT prophylaxis. Independent variables from the bivariate logistic regression analysis with a <italic>p</italic>-value of less than 0.2 were included in the multivariable logistic regression analysis to account for potential confounding. A <italic>p</italic>-value less than 0.05 was considered statistically significant.</p>
</sec>
<sec id="sec13">
<title>Research approval and the participants&#x2019; consent</title>
<p>The study was approved by the Debre Tabor University Institutional Research Ethics Review Committee (approval number DTU/Re/305/2016). The hospital&#x2019;s medical director provided a letter of authorization, which was received by the medical ward director. Written informed consent was obtained from each respondent after they were informed of the study&#x2019;s goals and purpose. Participants were informed that their participation in the study was voluntary and that their information would remain private and confidential. The names and addresses of the participants were excluded from the data abstraction format to protect their confidentiality. The study adhered to the Helsinki Declaration, ensuring that it was conducted in an anonymous and confidential manner.</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<title>Results</title>
<sec id="sec15">
<title>Sociodemographic characteristics of the participants</title>
<p>A total of 365 individuals participated in the study during the study period. The majority of the patients (54.5%) were male, and their mean (&#x00B1;SD) age was 46.4&#x202F;&#x00B1;&#x202F;18.1&#x202F;years. Payment for medical expenses was utilized by the great majority of the study participants (75.3%). Approximately one-fifth of the study participants were overweight (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Socio-demographic characteristics of the study participants (<italic>N</italic>&#x202F;=&#x202F;365).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="left" valign="top">Categories</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Percentage</th>
<th align="center" valign="top">Mean&#x202F;&#x00B1;&#x202F;SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Sex</td>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">199</td>
<td align="center" valign="top">54.5</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">166</td>
<td align="center" valign="top">45.5</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Age</td>
<td align="left" valign="top">&#x003C;41</td>
<td align="center" valign="top">171</td>
<td align="center" valign="top">46.8</td>
<td align="center" valign="top" rowspan="3">46.4&#x202F;&#x00B1;&#x202F;18.1</td>
</tr>
<tr>
<td align="left" valign="top">41&#x2013;64</td>
<td align="center" valign="top">116</td>
<td align="center" valign="top">31.8</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;65</td>
<td align="center" valign="top">78</td>
<td align="center" valign="top">21.4</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Marital status</td>
<td align="left" valign="top">Single</td>
<td align="center" valign="top">58</td>
<td align="center" valign="top">15.9</td>
<td rowspan="4"/>
</tr>
<tr>
<td align="left" valign="top">Married</td>
<td align="center" valign="top">284</td>
<td align="center" valign="top">77.8</td>
</tr>
<tr>
<td align="left" valign="top">Divorced</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">2.5</td>
</tr>
<tr>
<td align="left" valign="top">Widowed</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">3.8</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Religion</td>
<td align="left" valign="top">Orthodox</td>
<td align="center" valign="top">339</td>
<td align="center" valign="top">92.9</td>
<td rowspan="3"/>
</tr>
<tr>
<td align="left" valign="top">Muslim</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">5.7</td>
</tr>
<tr>
<td align="left" valign="top">Protestant</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">1.4</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Educational status</td>
<td align="left" valign="top">Unable to read and write</td>
<td align="center" valign="top">111</td>
<td align="center" valign="top">30.4</td>
<td rowspan="4"/>
</tr>
<tr>
<td align="left" valign="top">Primary</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">24.7</td>
</tr>
<tr>
<td align="left" valign="top">Secondary</td>
<td align="center" valign="top">104</td>
<td align="center" valign="top">28.5</td>
</tr>
<tr>
<td align="left" valign="top">College and above</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">16.4</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Occupational status</td>
<td align="left" valign="top">Daily labor</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">5.2</td>
<td rowspan="5"/>
</tr>
<tr>
<td align="left" valign="top">Farmer</td>
<td align="center" valign="top">208</td>
<td align="center" valign="top">57.0</td>
</tr>
<tr>
<td align="left" valign="top">Merchant</td>
<td align="center" valign="top">61</td>
<td align="center" valign="top">16.7</td>
</tr>
<tr>
<td align="left" valign="top">Government employee</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">6.6</td>
</tr>
<tr>
<td align="left" valign="top">Retired</td>
<td align="center" valign="top">53</td>
<td align="center" valign="top">14.5</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Body mass index (kg/m<sup>2</sup>)</td>
<td align="left" valign="top">&#x003C;25</td>
<td align="center" valign="top">290</td>
<td align="center" valign="top">79.5</td>
<td align="center" valign="top" rowspan="2">21.8&#x202F;&#x00B1;&#x202F;3.3</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;25</td>
<td align="center" valign="top">75</td>
<td align="center" valign="top">20.5</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Current drinker</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">246</td>
<td align="center" valign="top">67.4</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">119</td>
<td align="center" valign="top">32.6</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Place of residence</td>
<td align="left" valign="top">Urban</td>
<td align="center" valign="top">142</td>
<td align="center" valign="top">38.9</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="left" valign="top">Rural</td>
<td align="center" valign="top">223</td>
<td align="center" valign="top">61.1</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Source of medicine</td>
<td align="left" valign="top">Free</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">24.7</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="left" valign="top">Payment</td>
<td align="center" valign="top">275</td>
<td align="center" valign="top">75.3</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Monthly income</td>
<td align="left" valign="top">&#x003C;3,000</td>
<td align="center" valign="top">182</td>
<td align="center" valign="top">49.9</td>
<td align="center" valign="top" rowspan="2">3,200 (2300&#x2013;7,000)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E;3,000</td>
<td align="center" valign="top">183</td>
<td align="center" valign="top">50.1</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec16">
<title>Clinical and laboratory profiles of the participants</title>
<p>According to the study, patients were most frequently diagnosed with infectious diseases (71.8%), followed by cardiovascular (57.3%) and gastrointestinal disorders (29.9%). The average length of hospital stay was 10.5&#x202F;&#x00B1;&#x202F;4.5&#x202F;days. In addition, 17.3% of patients were admitted to the intensive care unit (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Clinical and laboratory profile among study participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="left" valign="top">Categories</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Percentage</th>
<th align="center" valign="top">Mean&#x202F;&#x00B1;&#x202F;SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="9">Diagnosis</td>
<td align="left" valign="top">Infectious diseases</td>
<td align="center" valign="top">262</td>
<td align="center" valign="top">71.8</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Cardiovascular disease</td>
<td align="center" valign="top">209</td>
<td align="center" valign="top">57.3</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Gastrointestinal disease</td>
<td align="center" valign="top">109</td>
<td align="center" valign="top">29.9</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Renal disease</td>
<td align="center" valign="top">73</td>
<td align="center" valign="top">20.0</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Endocrine/metabolic disease</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">15.3</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Hematological disease</td>
<td align="center" valign="top">52</td>
<td align="center" valign="top">14.2</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Rheumatoid disease</td>
<td align="center" valign="top">36</td>
<td align="center" valign="top">9.9</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Respiratory disease</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">3.3</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Neurological disease</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">2.5</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Number of diseases (comorbidity)</td>
<td align="left" valign="top">One</td>
<td align="center" valign="top">153</td>
<td/>
<td align="center" valign="top" rowspan="4">2&#x202F;&#x00B1;&#x202F;2.6</td>
</tr>
<tr>
<td align="left" valign="top">Two</td>
<td align="center" valign="top">107</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Three</td>
<td align="center" valign="top">72</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Four and above</td>
<td align="center" valign="top">51</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Length of hospitalization (days)</td>
<td align="left" valign="top">&#x003C;7</td>
<td align="center" valign="top">86</td>
<td align="center" valign="top">23.6</td>
<td align="center" valign="top" rowspan="2">10.5&#x202F;&#x00B1;&#x202F;4.5</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;7</td>
<td align="center" valign="top">279</td>
<td align="center" valign="top">76.4</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Admission room</td>
<td align="left" valign="top">ICU</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">17.3</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="left" valign="top">Non-ICU</td>
<td align="center" valign="top">302</td>
<td align="center" valign="top">82.7</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Renal function test</td>
<td align="left" valign="top">Creatinine</td>
<td align="center" valign="top">365</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">1.2&#x202F;&#x00B1;&#x202F;0.8</td>
</tr>
<tr>
<td align="left" valign="top">BUN</td>
<td align="center" valign="top">347</td>
<td align="center" valign="top">95.1</td>
<td align="center" valign="top">21.4&#x202F;&#x00B1;&#x202F;19.2</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Liver function test</td>
<td align="left" valign="top">SGOT/AST</td>
<td align="center" valign="top">199</td>
<td align="center" valign="top">54.5</td>
<td align="center" valign="top">80.2&#x202F;&#x00B1;&#x202F;39.4</td>
</tr>
<tr>
<td align="left" valign="top">SGPT/ALT</td>
<td align="center" valign="top">195</td>
<td align="center" valign="top">53.4</td>
<td align="center" valign="top">61.5&#x202F;&#x00B1;&#x202F;31.5</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Coagulation profile</td>
<td align="left" valign="top">INR</td>
<td align="center" valign="top">55</td>
<td align="center" valign="top">15.1</td>
<td align="center" valign="top">1.5&#x202F;&#x00B1;&#x202F;0.3</td>
</tr>
<tr>
<td align="left" valign="top">Prothrombin time</td>
<td align="center" valign="top">53</td>
<td align="center" valign="top">14.5</td>
<td align="center" valign="top">15.41&#x202F;&#x00B1;&#x202F;2.2</td>
</tr>
<tr>
<td align="left" valign="top">aPTT</td>
<td align="center" valign="top">53</td>
<td align="center" valign="top">14.5</td>
<td align="center" valign="top">29.4&#x202F;&#x00B1;&#x202F;5.9</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Complete blood count</td>
<td align="left" valign="top">White blood cell</td>
<td align="center" valign="top">365</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">7.8&#x202F;&#x00B1;&#x202F;3.7</td>
</tr>
<tr>
<td align="left" valign="top">Neutrophil</td>
<td align="center" valign="top">365</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">6.3&#x202F;&#x00B1;&#x202F;6.1</td>
</tr>
<tr>
<td align="left" valign="top">Platelets</td>
<td align="center" valign="top">365</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">245.2&#x202F;&#x00B1;&#x202F;120.1</td>
</tr>
<tr>
<td align="left" valign="top">Inflammatory marker</td>
<td align="left" valign="top">ESR</td>
<td align="center" valign="top">196</td>
<td align="center" valign="top">53.7</td>
<td align="center" valign="top">15.7&#x202F;&#x00B1;&#x202F;13.7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>NB: ICU, Intensive care unit; INR, international normalized ratio; aPTT, activated partial thromboplastin time; ESR, erythrocyte sedimentation rate; BUN, blood urea nitrogen; SGOT, serum glutamic oxaloacetic transaminase; SGPT, serum glutamic pyruvic transaminase.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec17">
<title>Risk factors for thromboembolisms</title>
<p>The common risk factors for thromboembolism included restricted mobility (40.0%), heart or respiratory failure (29.3%), acute infection and rheumatologic illness (86.5%), and other conditions (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Risk factors for thromboembolism based on the Padua assessment tool in the hospitalized patients.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">DVT risk factor</th>
<th align="center" valign="top">Points given</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Percentages</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Acute infection and rheumatologic disorder</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">315</td>
<td align="center" valign="top">86.3</td>
</tr>
<tr>
<td align="left" valign="top">Heart and/or respiratory failure</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">107</td>
<td align="center" valign="top">29.3</td>
</tr>
<tr>
<td align="left" valign="top">Acute myocardial infarction or ischemic stroke</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">102</td>
<td align="center" valign="top">27.9</td>
</tr>
<tr>
<td align="left" valign="top">Ongoing hormonal treatment</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">9.6</td>
</tr>
<tr>
<td align="left" valign="top">Elderly age&#x202F;&#x2265;&#x202F;70</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">42</td>
<td align="center" valign="top">11.5</td>
</tr>
<tr>
<td align="left" valign="top">Recent (&#x003C; 1&#x202F;month) trauma and/or surgery</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">0.8</td>
</tr>
<tr>
<td align="left" valign="top">Reduced mobility</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">146</td>
<td align="center" valign="top">40.0</td>
</tr>
<tr>
<td align="left" valign="top">Active cancer</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0.5</td>
</tr>
<tr>
<td align="left" valign="top">Already known thrombophilia condition</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">0.8</td>
</tr>
<tr>
<td align="left" valign="top">Previous VTE</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">2.2</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>VTE, venous thromboembolism.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec18">
<title>DVT risk stratification</title>
<p>The Padua assessment tool for thromboembolism was used in this study to determine the risk of DVT and design appropriate thromboprophylaxis. As a result, the classification of DVT risk was based on the sum of each specific risk factor. Consequently, 59.2% of the patients were classified as low risk. In terms of overall risk, the mean Padua score for the participants was 3.4&#x202F;&#x00B1;&#x202F;2.1 (<xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>DVT risk stratifications among the study participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Total risk factors</th>
<th align="center" valign="top">Risk stratification</th>
<th align="center" valign="top">Frequency (<italic>n</italic>)</th>
<th align="center" valign="top">Percentage (%)</th>
<th align="center" valign="top">Mean&#x202F;&#x00B1;&#x202F;SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">0&#x2013;3</td>
<td align="center" valign="top">Low</td>
<td align="center" valign="top">216</td>
<td align="center" valign="top">59.2</td>
<td align="center" valign="top" rowspan="2">3.4&#x202F;&#x00B1;&#x202F;2.1</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;4</td>
<td align="center" valign="top">High</td>
<td align="center" valign="top">149</td>
<td align="center" valign="top">40.8</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec19">
<title>Contraindications to thromboprophylaxis</title>
<p>There is a contraindication: patients with a total risk score of 4 or higher should receive thromboprophylaxis. The highest risk of bleeding was observed among individuals aged 65&#x202F;years or older (21.4%) and those of the male sex (54.5%). A mean bleeding score of 8.5&#x202F;&#x00B1;&#x202F;3.5 was obtained (<xref ref-type="table" rid="tab5">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Contraindications for thromboprophylaxis according to the IMPROVE bleeding risk score criteria.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Factors</th>
<th align="left" valign="top">Categories</th>
<th align="center" valign="top">Points given</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Percentage</th>
<th align="center" valign="top">Mean&#x202F;&#x00B1;&#x202F;SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="3">Age</td>
<td align="left" valign="top">&#x2265;65&#x202F;years</td>
<td align="center" valign="top">3.5</td>
<td align="center" valign="top">78</td>
<td align="center" valign="top">21.4</td>
<td align="center" valign="top" rowspan="3">46.4&#x202F;&#x00B1;&#x202F;18.1</td>
</tr>
<tr>
<td align="left" valign="top">40&#x2013;64&#x202F;years</td>
<td align="center" valign="top">1.5</td>
<td align="center" valign="top">116</td>
<td align="center" valign="top">31.8</td>
</tr>
<tr>
<td align="left" valign="top">&#x003C;40&#x202F;years</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">171</td>
<td align="center" valign="top">46.8</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Sex</td>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">199</td>
<td align="center" valign="top">54.5</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">166</td>
<td align="center" valign="top">45.5</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Renal function (ml/min/m<sup>2</sup>)</td>
<td align="left" valign="top">GFR &#x2265;60</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">185</td>
<td align="center" valign="top">50.7</td>
<td align="center" valign="top" rowspan="3">77.0&#x202F;&#x00B1;&#x202F;56.0</td>
</tr>
<tr>
<td align="left" valign="top">GFR 30&#x2013;59</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">136</td>
<td align="center" valign="top">37.3</td>
</tr>
<tr>
<td align="left" valign="top">GFR &#x003C;30</td>
<td align="center" valign="top">2.5</td>
<td align="center" valign="top">44</td>
<td align="center" valign="top">12.0</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Liver function</td>
<td align="left" valign="top">INR&#x202F;&#x2264;&#x202F;1.5</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">33</td>
<td align="center" valign="top">9.1</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="left" valign="top">INR&#x202F;&#x003E;&#x202F;1.5</td>
<td align="center" valign="top">2.5</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">6.0</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Platelets count</td>
<td align="left" valign="top">&#x2265;50&#x202F;&#x00D7;&#x202F;109/L</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">354</td>
<td align="center" valign="top">97.0</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="left" valign="top">&#x003C;50&#x202F;&#x00D7;&#x202F;109/L</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">3.0</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Admission to intensive care unit</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">2.5</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">17.3</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">302</td>
<td align="center" valign="top">82.7</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Central venous catheter</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">1.9</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">358</td>
<td align="center" valign="top">98.1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Active gastric or duodenal ulcer</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">4.5</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">6.6</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">341</td>
<td align="center" valign="top">93.4</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Prior bleeding in the previous 3&#x202F;months</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">2.2</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">357</td>
<td align="center" valign="top">97.8</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Rheumatic disease</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">36</td>
<td align="center" valign="top">9.9</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">329</td>
<td align="center" valign="top">90.1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Active malignancy</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">1.6</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">359</td>
<td align="center" valign="top">98.4</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Bleeding risk score (the sum of all factors)</td>
<td align="left" valign="top">&#x003C;7 (Low risk)</td>
<td/>
<td align="center" valign="top">179</td>
<td align="center" valign="top">49.0</td>
<td align="center" valign="top" rowspan="2">8.5&#x202F;&#x00B1;&#x202F;3.5</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;7 (High risk)</td>
<td/>
<td align="center" valign="top">186</td>
<td align="center" valign="top">51.0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec20">
<title>Appropriateness of thromboprophylaxis</title>
<p>Among the patients in our study, 21.37% received inappropriate thromboprophylaxis. Approximately 55.34% of the patients were those who were not eligible for thromboprophylaxis and who did not receive prophylaxis, while 23.29% were those who were eligible and received prophylaxis. The total of these two factors indicated the appropriateness of thromboprophylaxis (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Appropriateness of DVT prophylaxis use among patients admitted to the medical ward.</p>
</caption>
<graphic xlink:href="fmed-12-1468190-g001.tif"/>
</fig>
</sec>
<sec id="sec21">
<title>Prescribed anticoagulants for DVT prophylaxis</title>
<p>The most frequently prescribed anticoagulants were unfractionated heparin (76%), a low molecular weight anticoagulant (enoxaparin) (18%), and warfarin (6%) (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Prescribed anticoagulants for DVT prophylaxis (98).</p>
</caption>
<graphic xlink:href="fmed-12-1468190-g002.tif"/>
</fig>
</sec>
<sec id="sec22">
<title>Interventions for inappropriate thromboprophylaxis</title>
<p>Following the discovery of the inappropriate use of thromboprophylaxis on the medical ward, interventions were implemented. Of the interventions provided, 55% were initiated for treatment, and 27% involved informing the prescribers only (<xref ref-type="fig" rid="fig3">Figure 3</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Interventions for the inappropriate use of DVT among patients admitted to the medical ward.</p>
</caption>
<graphic xlink:href="fmed-12-1468190-g003.tif"/>
</fig>
</sec>
<sec id="sec23">
<title>Factors associated with inappropriate thromboprophylaxis use among the participants</title>
<p>According to the multivariate logistic regression analysis, the patients&#x2019; place of admission, length of stay, and type of doctor were significantly associated with the occurrence of inappropriate thromboprophylaxis use.</p>
<p>Thus, assuming all other variables remained constant, compared to the NICU patients, the patients admitted to the ICU were more likely to receive inappropriate thromboprophylaxis [AOR = 4.276, 95% CI: 1.878&#x2013;16.134; <italic>p</italic> = &#x2264;0.001]. Compared to the patients who stayed for less than 7 days, the patients who stayed for more than 6 days had a higher likelihood of receiving inappropriate thromboprophylaxis [AOR = 6.192, 95% CI: 2.085&#x2013;14.391; <italic>p</italic> = &#x2264;0.001]. In addition, it was observed that the patients receiving treatment from GPs were more likely to receive inappropriate thromboprophylaxis than those receiving care from specialists [AOR = 1.816, 95% CI: 1.007&#x2013;3.207; <italic>p</italic> = 0.048] (<xref ref-type="table" rid="tab6">Table 6</xref>).</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Factors associated with inappropriate thromboprophylaxis use among the participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Variables</th>
<th align="left" valign="top" rowspan="2">Category</th>
<th align="center" valign="top" colspan="2">Thromboprophylaxis</th>
<th align="center" valign="top" rowspan="2">COR</th>
<th align="center" valign="top" rowspan="2"><italic>p</italic>-value</th>
<th align="center" valign="top" rowspan="2">AOR</th>
<th align="center" valign="top" rowspan="2"><italic>p</italic>-value</th>
</tr>
<tr>
<th align="center" valign="top">Inappropriate</th>
<th align="center" valign="top">Appropriate</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Sex</td>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">137</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">49</td>
<td align="center" valign="top">150</td>
<td align="center" valign="top">1.543 (0.923&#x2013;2.581)</td>
<td align="center" valign="top">0.098</td>
<td align="center" valign="top">1.187 (0.635&#x2013;2.218)</td>
<td align="center" valign="top">0.591</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Age</td>
<td align="left" valign="top">&#x003C;41</td>
<td align="center" valign="top">33</td>
<td align="center" valign="top">138</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">41&#x2013;64</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">92</td>
<td align="center" valign="top">1.091 (0.606&#x2013;1.964)</td>
<td align="center" valign="top">0.772</td>
<td align="center" valign="top">0. 832 (0.409&#x2013;1.692)</td>
<td align="center" valign="top">0.612</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;65</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">57</td>
<td align="center" valign="top">1.541 (0.822&#x2013;2.887)</td>
<td align="center" valign="top">0.177</td>
<td align="center" valign="top">1.155 (0.503&#x2013;2.654)</td>
<td align="center" valign="top">0.734</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">BMI (kg/m<sup>2</sup>)</td>
<td align="left" valign="top">&#x003C;25</td>
<td align="center" valign="top">55</td>
<td align="center" valign="top">235</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2265;25</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">52</td>
<td align="center" valign="top">1.889 (1.067&#x2013;3.348)</td>
<td align="center" valign="top">0.029</td>
<td align="center" valign="top">1.953 (0.965&#x2013;3.952)</td>
<td align="center" valign="top">0.063</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">GFR (ml/min/m<sup>2</sup>)</td>
<td align="left" valign="top">&#x2265;60</td>
<td align="center" valign="top">36</td>
<td align="center" valign="top">149</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">30&#x2013;59</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">111</td>
<td align="center" valign="top">0.932 (0.529&#x2013;1.642)</td>
<td align="center" valign="top">0.808</td>
<td align="center" valign="top">0.455 (0.179&#x2013;1.155)</td>
<td align="center" valign="top">0.097</td>
</tr>
<tr>
<td align="left" valign="top">&#x003C;30</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">27</td>
<td align="center" valign="top">2.606 (1.284&#x2013;5.288)</td>
<td align="center" valign="top">0.008</td>
<td align="center" valign="top">0.457 (0.194&#x2013;1.078)</td>
<td align="center" valign="top">0.074</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">LoH (days)</td>
<td align="left" valign="top">&#x003C;7</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">73</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x2265;7</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">214</td>
<td align="center" valign="top">1.706 (0.888&#x2013;3.274)</td>
<td align="center" valign="top">0.109</td>
<td align="center" valign="top">6.192 (2.085&#x2013;14.391)</td>
<td align="center" valign="top"><bold>&#x2264;0.001</bold></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Place of admission</td>
<td align="left" valign="top">NICU</td>
<td align="center" valign="top">49</td>
<td align="center" valign="top">253</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">ICU</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">4.404 (2.460&#x2013;7.883)</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">4.276 (1.878&#x2013;16.134)</td>
<td align="center" valign="top"><bold>&#x2264;0.001</bold></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Place of residence</td>
<td align="left" valign="top">Urban</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">121</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Rural</td>
<td align="center" valign="top">57</td>
<td align="center" valign="top">166</td>
<td align="center" valign="top">1.978 (1.139&#x2013;3.437)</td>
<td align="center" valign="top">0.015</td>
<td align="center" valign="top">1.687 (0.866&#x2013;3.283)</td>
<td align="center" valign="top">0.124</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Thrombocytopenia</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">69</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">66</td>
<td align="center" valign="top">218</td>
<td align="center" valign="top">0.574 (0.293&#x2013;1.125)</td>
<td align="center" valign="top">0.106</td>
<td align="center" valign="top">0.631 (0.292&#x2013;1.361)</td>
<td align="center" valign="top">0.240</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Drinker</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">61</td>
<td align="center" valign="top">185</td>
<td align="center" valign="top">1.978 (1.097&#x2013;3.567)</td>
<td align="center" valign="top">0.023</td>
<td align="center" valign="top">1.657 (0.844&#x2013;3.257)</td>
<td align="center" valign="top">0.143</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">102</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Source of medicine</td>
<td align="left" valign="top">Free</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">75</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Payment</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">212</td>
<td align="center" valign="top">1.486 (0.798&#x2013;2.766)</td>
<td align="center" valign="top">0.212</td>
<td align="center" valign="top">1.534 (0.747&#x2013;3.151)</td>
<td align="center" valign="top">0.244</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Blood transfusion</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">67</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">0.253 (0.033 1.956)</td>
<td align="center" valign="top">0.188</td>
<td align="center" valign="top">0.287 (0.027&#x2013;3.089)</td>
<td align="center" valign="top">0.304</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">273</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Type of doctor</td>
<td align="left" valign="top">GP</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">149</td>
<td align="center" valign="top">1.852 (1.096&#x2013;3.130)</td>
<td align="center" valign="top">0.021</td>
<td align="center" valign="top">1.816 (1.007&#x2013;3.207)</td>
<td align="center" valign="top"><bold>0.048</bold></td>
</tr>
<tr>
<td align="left" valign="top">Specialist</td>
<td align="center" valign="top">52</td>
<td align="center" valign="top">138</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>NB: BMI, body mass index; GFR, glomerular filtration rate; LOH, length of hospitalization; ICU, intensive care unit; COR, crude odds ratio; AOR, adjusted odds ratio; CI, confidence interval; <italic>p</italic>-value&#x202F;&#x2264;0.05, &#x2217; <italic>p</italic>-value. The bold values in statistical significance.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec24">
<title>Discussion</title>
<p>Prophylactic treatment of deep vein thrombosis can save lives and prevent non-fatal symptomatic thromboembolism. It can also help avoid post-thrombotic syndrome, which is estimated to affect 15&#x2013;40% of those who have had DVT in the past (<xref ref-type="bibr" rid="ref23">23</xref>). These outcomes are highly beneficial in terms of human resources. Therefore, patients in our hospitals should receive careful evaluation regarding the prophylaxis of deep vein thrombosis. Many patients who are at significant risk of complications do not receive thromboprophylaxis, despite its potential benefits. If thromboprophylaxis is not contraindicated, patients with a total risk score higher than 4 should be studied. In our findings, the most common absolute contraindications that excluded the patients from receiving thromboprophylaxis included being older than 65&#x202F;years, ICU admission, and a GFR of less than 30&#x202F;mL/min/a. Nonetheless, a study conducted by the American University of Beirut Medical Center found that the most common contraindication was renal impairment (<xref ref-type="bibr" rid="ref24">24</xref>).</p>
<p>The current study found that 17.81% of eligible patients did not receive thromboprophylaxis, which is consistent with an Iranian study reporting 18.3% (<xref ref-type="bibr" rid="ref7">7</xref>). However, compared to a study conducted in Australia, only 23% of patients in the medium-risk group and 5% in the high-risk group received the recommended preventive treatment (<xref ref-type="bibr" rid="ref23">23</xref>). The inability to accurately classify patients into the appropriate risk group and the difficulty in selecting appropriate prophylaxis for a specific risk group are key factors contributing to inappropriate thromboprophylaxis. Another reason thromboprophylaxis is not administered is that patients with a high risk of DVT may have multiple diagnoses, with the primary and major diagnoses taking priority over the risk of DVT in each individual patient. Clinicians&#x2019; lack of awareness of DVT prophylactic protocols and DVT risk stratification may also contribute to the underuse of thromboprophylaxis (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref25">25</xref>).</p>
<p>According to the results of the current investigation, thromboprophylaxis regimens were administered improperly to approximately 21.37% of patients after 365 patients were assessed using the Padua assessment tool. Similar low rates were also noted in research conducted in other Asian countries (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>) and Iran (<xref ref-type="bibr" rid="ref7">7</xref>). However, the rate in our study was lower than those of previous studies conducted in California (<xref ref-type="bibr" rid="ref28">28</xref>), Brazilian Society (<xref ref-type="bibr" rid="ref29">29</xref>), and sub-Saharan Africa (<xref ref-type="bibr" rid="ref30">30</xref>). Some studies have also indicated that venous thromboembolism remains the primary cause of unexpected mortality, despite patients having received appropriate prophylaxis (<xref ref-type="bibr" rid="ref19">19</xref>). This discrepancy might result from the fact that our study exclusively focused on pharmacologic prophylaxis, while the prior study evaluated the use of both pharmaceutical and mechanical prophylaxis. Furthermore, although our study used the Padua assessment tool, other studies also used alternative assessment techniques.</p>
<p>Our investigation revealed that the place of the patient&#x2019;s admission, the duration of their hospital stay, and the types of physicians they saw were the main contributors to the improper use of thromboprophylaxis. As a result, individuals who spent 7&#x202F;days or more in the hospital had a 6-fold increased risk of inappropriate thromboprophylaxis use compared to those who stayed for fewer days. These findings are in line with those of previous studies (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>). As a result, sitting still may make it difficult to move the legs and may even cause compression, reducing blood flow to the legs. Remarkably, the group classified as having sedentary professions had a higher risk of DVT, which medical professionals may overlook or fail to notice if patients remain in the hospital for an extended period. Due to bed shortages, extended stays in acute hospitals hinder patient flow and access to care while also increasing the risk of hospital-acquired illnesses. The shortage of hospital beds raises concerns about patient safety and the adequacy of the healthcare system&#x2019;s infrastructure (<xref ref-type="bibr" rid="ref33">33</xref>).</p>
<p>The hospital&#x2019;s place of admission was another factor contributing to the incidence of improper thromboprophylaxis usage. Consequently, patients admitted to the ICU had approximately a 4-fold higher risk of inappropriate DVT prophylaxis use compared to those admitted to non-ICUs. Inappropriate use of DVT prophylaxis in the ICU has also been reported in previous studies (<xref ref-type="bibr" rid="ref34 ref35 ref36">34&#x2013;36</xref>). Since DVT is often clinically silent in the ICU, especially in patients who are sedated and on mechanical ventilation, the majority of patients admitted there do not receive the recommended thromboprophylaxis. As ICU-acquired thromboembolic events may resemble a variety of other illnesses, they are challenging to detect (<xref ref-type="bibr" rid="ref37">37</xref>).</p>
<p>In our study, the individuals treated by specialists received appropriate DVT prophylaxis at a rate approximately double that of those treated by general practitioners. This result is consistent with research showing that specialists, compared to general practitioners, typically exhibit better adherence to guidelines, ensuring the proper use of prophylactics (<xref ref-type="bibr" rid="ref38">38</xref>). One possible explanation for GPs&#x2019; improper use of thromboprophylaxis is a lack of awareness and familiarity with evidence-based practices. A problem frequently noted in the sub-Saharan African context is the severe shortage of experts in healthcare systems in low-resource environments, such as Ethiopia, which forces general practitioners to handle complex situations without the necessary resources or experience (<xref ref-type="bibr" rid="ref39">39</xref>). General practitioners may be encouraged to use prophylaxis in low- to high-risk patients, for whom the risks may outweigh the benefits, using performance indicators that promote DVT prophylaxis for all medical patients. However, specialists are better able to identify people who will actually benefit from it (<xref ref-type="bibr" rid="ref40">40</xref>). Since similar approaches have significantly enhanced DVT prophylaxis in low-resource healthcare systems, it is recommended that GPs participate in ongoing professional development programs and systematically incorporate thromboprophylaxis guidelines into their daily practices to close these gaps (<xref ref-type="bibr" rid="ref41">41</xref>).</p>
<p>Our investigation revealed that the supply of interventions resolved 95% of the problems associated with inappropriate deep vein thromboprophylaxis use, a finding supported by previous studies (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref42">42</xref>), which demonstrated that clinical pharmacy interventions are statistically significant in preventing the improper use of DVT prophylaxis. Another study conducted in Belgium (<xref ref-type="bibr" rid="ref43">43</xref>) reported that pharmacist-driven interventions increased the percentage of critically ill medical patients receiving VTE prophylaxis, with benefits that persisted over time. Compared to education-based approaches, there was a notable improvement during the pharmacist-intervention phase. It is more effective to use clinical pharmacy interventions, particularly when it comes to maintaining optimum thromboprophylaxis (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref45">45</xref>). Clinical pharmacists can help healthcare professionals apply antithrombotic prophylaxis and medication use rationally in hospitals by using various risk assessment tools and providing support.</p>
<sec id="sec25">
<title>Strengths and limitations</title>
<p>One potential strength of this study is its observational follow-up study design. However, when interpreting the study findings, the following limitations should be considered. The results of this study are limited to one location and cannot be generalized to all hospitals in Ethiopia. In addition, it omitted information regarding the appropriateness of prophylaxis in terms of dosage and treatment duration. Furthermore, based on the sample size estimate, we did not include enough patients to achieve the desired statistical power.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec26">
<title>Conclusion</title>
<p>In our study, the appropriateness of DVT prophylaxis use was suboptimal, especially among the patients treated by general practitioners, those hospitalized in the intensive care unit, and those confined to the ward for longer than a few days. Using an integrated risk stratification checklist is an effective way to globally increase the use of DVT prophylaxis. Staff members working in medical wards should follow protocols and possess an understanding of thromboprophylaxis and DVT risk factors.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec27">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec28">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Debre Tabor University Institutional Research Ethical Review Committee gave the study ethical approval with approval number (DTU/Re/305/2016). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec29">
<title>Author contributions</title>
<p>SD: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. TM: Data curation, Methodology, Project administration, Supervision, Writing &#x2013; review &#x0026; editing. FD: Data curation, Supervision, Validation, Writing &#x2013; review &#x0026; editing. AA: Formal analysis, Project administration, Visualization, Writing &#x2013; review &#x0026; editing. SA: Formal analysis, Validation, Visualization, Writing &#x2013; review &#x0026; editing. AG: Formal analysis, Validation, Visualization, Writing &#x2013; original draft. GA: Data curation, Formal analysis, Methodology, Project administration, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec30">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<ack>
<p>The authors greatly appreciate the cooperation of the hospital administration and study participants throughout the study period.</p>
</ack>
<sec sec-type="COI-statement" id="sec31">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="sec32">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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