<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1375728</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2024.1375728</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Tripled likelihood: polypharmacy increases the occurrence of drug therapy problems in hospitalized pediatric patients</article-title>
<alt-title alt-title-type="left-running-head">Takele et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2024.1375728">10.3389/fphar.2024.1375728</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Takele</surname>
<given-names>Bereket</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2708874/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Koyra</surname>
<given-names>Hailu Chare</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sidamo</surname>
<given-names>Temesgen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2305576/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lerango</surname>
<given-names>Temesgen Leka</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2193256/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Pharmacy</institution>, <institution>College of Health Sciences and Medicine</institution>, <institution>Wolaita Sodo University</institution>, <addr-line>Wolaita Sodo</addr-line>, <country>Ethiopia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Public Health</institution>, <institution>College of Health Sciences and Medicine</institution>, <institution>Dilla University</institution>, <addr-line>Dilla</addr-line>, <country>Ethiopia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/173548/overview">Stefania Schiavone</ext-link>, University of Foggia, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/196404/overview">Karen Lynne Houseknecht</ext-link>, University of New England, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/154891/overview">Catherine M. T. Sherwin</ext-link>, University of Western Australia, Australia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Temesgen Leka Lerango, <email>maopharm@gmail.com</email>, <email>temesgenleka@du.edu.et</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1375728</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Takele, Koyra, Sidamo and Lerango.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Takele, Koyra, Sidamo and Lerango</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>
<title>Background</title>
<p>A drug therapy problem (DTP) is any undesirable event experienced by a patient that accompanies drug therapy, prevents the patient from achieving their desired therapeutic goals, and requires expert judgment to resolve. Pediatric populations are at a higher risk of DTP than adults due to their immature organ systems, including the liver and kidneys, which play crucial roles in drug metabolism and excretion. Most previous studies have focused on only one element of DTP. Therefore, by considering all elements of DTP, we aimed to assess the prevalence of DTP and associated factors among pediatric patients admitted to the Wolaita Sodo University Comprehensive Specialized Hospital.</p>
</sec>
<sec>
<title>Methods</title>
<p>An institution-based cross-sectional study was conducted among pediatric patients admitted to Wolaita Sodo University Comprehensive Specialized Hospital from 8 July 2020, to 7 July 2021. A simple random sampling technique was employed to select study participants. Cipolle&#x2019;s and Strand&#x2019;s classification method of drug therapy problems was used to identify and categorize DTP. Data were obtained by reviewing the patient&#x2019;s medical records using a data abstraction checklist, entered into Epi data version 4.6, and exported to SPSS version 25 for analysis. Binary logistic regression analysis was performed to identify independent predictors of DTP.</p>
</sec>
<sec>
<title>Results</title>
<p>Medical records of 369 pediatric patients were reviewed, and the overall prevalence of DTP was 60.2% (95% CI:55.2%, 65.2%) with a total of 281 identified DTPs. Among them, 164 (74.2%) had only one DTP. Need additional drug therapy was the most common (140 [49.8%]) DTP identified. The number of disease conditions (AOR &#x003D; 2.13, 95% CI:1.16, 3.92), polypharmacy (AOR &#x003D; 3.01, 95% CI:1.70, 5.32), and duration of hospital stay (AOR &#x003D; 1.80, 95% CI:1.04, 3.10) were independent predictors of DTP among admitted pediatric patients.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The prevalence of DTP in pediatric patients in the current setting was high. The number of disease conditions, polypharmacy, and duration of hospital stay were independent predictors of DTP. Enhancements to pharmaceutical care services, optimized dosage practices, improved deprescribing by clinicians, and efficient, comprehensive diagnostic procedures have the potential to significantly reduce specific drug therapy problems in hospitalized pediatrics.</p>
</sec>
</abstract>
<kwd-group>
<kwd>drug therapy problem</kwd>
<kwd>DTP</kwd>
<kwd>polypharmacy</kwd>
<kwd>deprescribing</kwd>
<kwd>pediatrics</kwd>
<kwd>hospitalized</kwd>
<kwd>admitted</kwd>
<kwd>Ethiopia</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Obstetric and Pediatric Pharmacology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>A drug therapy problem (DTP) is any undesirable event experienced by a patient that accompanies drug therapy, prevents the patient from achieving their desired therapeutic goals, and requires expert judgment to resolve (<xref ref-type="bibr" rid="B10">Cipolle et al., 2012</xref>). Globally, DTP has increased significantly over the past few decades (<xref ref-type="bibr" rid="B28">Nivya et al., 2015</xref>). During the course of medication use, from prescription to follow-up treatment, DTP may occur at any time (<xref ref-type="bibr" rid="B35">Viktil and Blix, 2008</xref>; <xref ref-type="bibr" rid="B10">Cipolle et al., 2012</xref>). Worldwide, more than half of all medicines are prescribed and dispensed inappropriately, and half of the patients fail to take them correctly (<xref ref-type="bibr" rid="B37">World Health Organization, 2002</xref>; <xref ref-type="bibr" rid="B6">Bigdeli et al., 2015</xref>).</p>
<p>Unnecessary drug therapy, need additional drug therapy, ineffective drug therapy, dosage too low, adverse drug reactions, dosage too high, and non-adherence are seven types of drug therapy problems that fall under four patients&#x2019; drug-related needs (<xref ref-type="bibr" rid="B10">Cipolle et al., 2012</xref>). The risk of medication-related harm is three times greater for children than for adults (<xref ref-type="bibr" rid="B23">Kaushal et al., 2001</xref>). Each organ system, such as the liver and kidneys which play key roles in drug metabolism and excretion, is immature in the pediatric population (<xref ref-type="bibr" rid="B25">Maheshwari et al., 2019</xref>). The maturity of organ function and body composition can significantly impact the pharmacokinetics of various drugs (<xref ref-type="bibr" rid="B24">Kearns et al., 2003</xref>; <xref ref-type="bibr" rid="B25">Maheshwari et al., 2019</xref>). Medication errors are a significant problem for pediatric patients (<xref ref-type="bibr" rid="B36">Wong et al., 2009</xref>).</p>
<p>The higher likelihood of DTP among children is due to the different steps involved in calculating, reviewing, preparing, and administering doses, and the increased complexity in the approach to drugs used for children (<xref ref-type="bibr" rid="B36">Wong et al., 2009</xref>; <xref ref-type="bibr" rid="B5">Bereda, 2022</xref>). There is a greater risk of harm when pediatric medicines are optimized without robust trial data or appropriate medication formulations (<xref ref-type="bibr" rid="B4">Benn, 2014</xref>). To provide safe and effective drug therapy for children, it is imperative to understand and integrate the role growth and development plays in drug disposition and actions (<xref ref-type="bibr" rid="B24">Kearns et al., 2003</xref>). It is important to realize that absorption, distribution, metabolism, and excretion processes change throughout growth and development, so extrapolation can either lead to an overestimation or underestimation of the dose required for treatment (<xref ref-type="bibr" rid="B29">O&#x27;Hara et al., 2015</xref>).</p>
<p>Drug therapy problems have a significant impact on patient clinical outcomes, leading to reduced quality of life, higher morbidity and mortality, hospital admissions, long hospital stays, a considerable increase in the demand for additional drugs, and an increased healthcare cost burden on patients and the government (<xref ref-type="bibr" rid="B13">Easton et al., 2004</xref>; <xref ref-type="bibr" rid="B35">Viktil and Blix, 2008</xref>; <xref ref-type="bibr" rid="B22">Hoonhout et al., 2009</xref>; <xref ref-type="bibr" rid="B14">Elliott et al., 2018</xref>). Different studies have revealed a considerable proportion of drug-related visits and hospitalizations, although the majority are preventable (<xref ref-type="bibr" rid="B11">Commission, 2009</xref>; <xref ref-type="bibr" rid="B9">Braun et al., 2012</xref>; <xref ref-type="bibr" rid="B2">Al-Azzam et al., 2016</xref>; <xref ref-type="bibr" rid="B18">Feyissa et al., 2020</xref>).</p>
<p>Various factors contribute to the occurrence of DTP. These include polypharmacy, certain infectious and parasitic diseases, length of hospital stay, number of diseases, and number of drugs per patient (<xref ref-type="bibr" rid="B33">Rashed et al., 2014</xref>; <xref ref-type="bibr" rid="B7">Birarra et al., 2017</xref>; <xref ref-type="bibr" rid="B26">Meknonnen et al., 2017</xref>). It is critical to detect and classify DTP to provide relevant solutions and achieve desired outcomes at the lowest possible cost (<xref ref-type="bibr" rid="B20">Gelchu and Abdela, 2019</xref>). The remedies for identified DTPs include changing drug products or their doses, educating the patients on how to maximize medication effectiveness, and developing a care plan of individualized goals of therapy for each patient (<xref ref-type="bibr" rid="B21">Hepler and Strand, 1990</xref>).</p>
<p>Most previous studies have focused on one element of DTP, such as adverse drug reactions (ADRs) or dosing. Consequently, the findings of such investigations are insufficient to portray the full picture of DTP. Moreover, evidence of DTP among admitted pediatric patients is limited in low-income settings. Therefore, the current study aimed to assess the prevalence of DTP and associated factors among pediatric patients admitted to WSUCSH by considering all aspects of DTP. The findings of this study will benefit patients, practitioners, health institutions, and policymakers. It can also be used as a tool to empower pharmaceutical care services and promote the importance of clinical pharmacists in the hospital&#x2019;s pediatric units.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Study setting</title>
<p>This study was conducted in the pediatric ward of the Wolaita Sodo University Comprehensive Specialized Hospital (WSUCSH). The hospital has 437 beds for inpatient care. It is located in the Wolaita zone 329&#xa0;km from Addis Ababa, the capital of Ethiopia. The hospital was established in 1928 and is one of the comprehensive specialized hospitals in the region providing services to 3.5&#x2013;5 million people annually for patients from Wolaita, Dawuro, Gamo, Gofa, and Kambata Tambaro. Among the different departments in the hospital, the pediatric ward has 38 beds and provides inpatient services to 900 pediatric patients annually. Six senior pediatricians and other dedicated staff from various disciplines serve in the pediatric ward.</p>
</sec>
<sec id="s2-2">
<title>Study design and period</title>
<p>A retrospective cross-sectional study was conducted at WSUCSH from 8 July 2020, to 7 July 2021, reviewing patient charts and physicians&#x2019; medication orders for children admitted to the pediatric ward.</p>
</sec>
<sec id="s2-3">
<title>Population of the study</title>
<p>Pediatric patients admitted to the pediatric wards at WSUCSH who stayed for more than 48&#xa0;h and received any type of drug were included, while patients with incomplete background information, those receiving maintenance fluids only, and those receiving blood transfusions only were excluded.</p>
</sec>
<sec id="s2-4">
<title>Sample size determination</title>
<p>The sample size was calculated using a single-population proportion formula based on the following assumptions: <italic>p</italic> &#x003D; 31.57%, prevalence of drug therapy problems among pediatric patients from a previous study conducted at Zewditu Memorial Referral Hospital, Addis Ababa, Ethiopia (<xref ref-type="bibr" rid="B7">Birarra et al., 2017</xref>), 95% confidence level, 5% degree of precision, and z-value at 95% confidence level of 1.96. The sample size calculated based on the above considerations was 332, and with anticipation of 10% incomplete or poor-quality records, the final sample size determined for this study was 369.</p>
</sec>
<sec id="s2-5">
<title>Sampling procedure</title>
<p>The sampling frame was constructed using the patient&#x2019;s discharge registration book for the study period of 1&#xa0;year from 08 July 2020, to 07 July 2021. The card numbers of all admitted pediatric patients over 1&#xa0;year are listed and used as a sampling frame. A simple random sampling technique was employed to select the card number of the study participants. All relevant information was extracted from the medical records of randomly selected patients.</p>
</sec>
<sec id="s2-6">
<title>Operational definitions</title>
<sec id="s2-6-1">
<title>Drug therapy problem</title>
<p>Any undesirable event experienced by a patient that involves, or is suspected to involve drug therapy and that interferes with achieving the desired goals of therapy and requires professional judgment to resolve (<xref ref-type="bibr" rid="B31">Pharmaceutical Care Network Europe Foundation, 2010</xref>).</p>
</sec>
<sec id="s2-6-2">
<title>Polypharmacy</title>
<p>Concomitant use of five or more prescription medications (<xref ref-type="bibr" rid="B39">World Health Organization, 2019</xref>).</p>
</sec>
<sec id="s2-6-3">
<title>Unnecessary drug therapy</title>
<p>Drug therapy is unnecessary because the patient does not have a clinical indication (<xref ref-type="bibr" rid="B10">Cipolle et al., 2012</xref>).</p>
</sec>
<sec id="s2-6-4">
<title>Need for additional drug therapy</title>
<p>Additional drug therapy is required to treat or prevent a medical condition or illness from developing, or the clinical condition requires initiation of drug therapy (<xref ref-type="bibr" rid="B31">Pharmaceutical Care Network Europe Foundation, 2010</xref>).</p>
</sec>
<sec id="s2-6-5">
<title>Ineffective drug</title>
<p>The drug product is ineffective at producing the desired response, or the medical condition is refractory to the drug product (<xref ref-type="bibr" rid="B31">Pharmaceutical Care Network Europe Foundation, 2010</xref>).</p>
</sec>
<sec id="s2-6-6">
<title>Inappropriate dosage</title>
<p>Refers to dosages that are both too low and too high (<xref ref-type="bibr" rid="B31">Pharmaceutical Care Network Europe Foundation, 2010</xref>).<list list-type="simple">
<list-item>
<p>&#x2022; Dosage too high: indicates that the dose is too high and results in undesirable effects.</p>
</list-item>
<list-item>
<p>&#x2022; Dosage too low: refers to the dose being too low to produce the desired response.</p>
</list-item>
</list>
</p>
</sec>
</sec>
<sec id="s2-7">
<title>Procedure for DTP identification and classification</title>
<p>The DTP evaluation tool was prepared based on Cipolle&#x2019;s and Strand&#x2019;s DTPs category classification system (<xref ref-type="bibr" rid="B10">Cipolle et al., 2012</xref>). This classification system is a widely accepted patient-centered textbook, which is the standardized guideline for pharmacists while practicing pharmaceutical care services and authorized by the Ethiopian Hospital Reform Implementation Guidelines (EHRIG) and Pharmaceuticals Fund and Supply Agency (PFSA) to implement the provision of pharmaceutical care services in Ethiopian hospitals (<xref ref-type="bibr" rid="B17">FDRE Ministry of Health, 2010</xref>; <xref ref-type="bibr" rid="B32">Pharmaceuticals Fund and Supply Agency, 2015</xref>).</p>
<p>Drug therapy problems were identified by reviewing and analyzing all medication orders, administration sheets, and laboratory and diagnostic test results, then DTPs were identified by evaluating the appropriateness of prescriptions in terms of indication, dosage, duration of therapy, appropriateness of drug choice using the Pocketbook of Pediatric Hospital Care (<xref ref-type="bibr" rid="B38">World Health Organization, 2013</xref>), Ethiopian Standard Treatment Guidelines 2021, Nelson textbook of Pediatrics 21st edition, and different therapeutic guidelines. Medscape drug interaction checkers and other convenient instruments were used to assess drug interactions.</p>
<p>The identified DTPs were classified as unnecessary drug therapy, need for additional drug therapy, ineffective drug therapy, dosage too low, dosage too high, adherence, and adverse drug reactions.</p>
</sec>
<sec id="s2-8">
<title>Data collection method</title>
<p>Relevant information about each patient, including demographic data, patients&#x2019; clinical characteristics, physical examination, laboratory results, current medications, comorbidities, and relevant previous medical and medication histories were obtained from the medical records. The data extraction format included patient details, investigations, current and past medications, daily doses, comorbidities and their management, duration, and treatment targets. Two junior pharmacists and one senior pharmacist were assigned for data collection and supervision, respectively.</p>
</sec>
<sec id="s2-9">
<title>Data quality assurance</title>
<p>The principal investigator trained the data collectors and supervisors on the study&#x2019;s aim, strict adherence to the data abstraction format, and how and what data were collected from the medical records. To ensure the quality of the data, the data abstraction format was pretested before the main data collection on 18 randomly selected patient medical charts (5% of the total sample size) in Sodo Christian Hospital, and appropriate adjustments were made to the data collection format. To ensure completeness and consistency, the supervisor checked the collected data daily.</p>
</sec>
<sec id="s2-10">
<title>Data processing and analysis</title>
<p>The data were entered using Epi-data version 4.6 and analysed using SPSS version 25. Descriptive statistics were used to describe the results of the study participants and characterize the DTPs. Frequencies and percentages were used to describe categorical variables, while mean and standard deviations for continuous data. The strength of the association between DTP and the explanatory variables was estimated using a binary logistic regression model. For multivariable logistic regression analysis, candidate variables were identified using bivariable logistic regression analyses. Variables with a <italic>p</italic>-value &#x003c;0.25 in the bivariable regression analyses were candidates for multivariable regression analysis. Finally, those variables with a <italic>p</italic>-value &#x003c;0.05 in multivariable analysis were declared as significant predictors of drug therapy problems.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>The medical records of 369 pediatric patients admitted to the WSUCSH between 8 July 2020, and 7 July 2021, were reviewed, and two records were excluded because of poor data quality (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Flow diagram of sample selection and participation.</p>
</caption>
<graphic xlink:href="fphar-15-1375728-g001.tif"/>
</fig>
<sec id="s3-1">
<title>Baseline characteristics</title>
<sec id="s3-1-1">
<title>Socio-demographic characteristics</title>
<p>The mean (&#xb1;SD) age of the study participants was 3.83 (&#xb1;4.39) years. Two-thirds of the study participants (138 [37.6%]) were infants, and more than half (202 [55%]) were males. The mean (&#xb1;SD) weight was 13.28 (&#xb1;9.74) kg. More than a third of participants (142 [38.7%]) weighed between five and 9.99&#xa0;kg (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Socio-demographic characteristics of pediatric patients admitted to WSUCSH from 8 July 2020, to 7 July 2021 (n &#x003D; 367).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Variables</th>
<th align="center">Frequency (n)</th>
<th align="center">Percent (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="3">Sex</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Male</td>
<td align="center">202</td>
<td align="center">55</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="center">165</td>
<td align="center">45</td>
</tr>
<tr>
<td align="left" colspan="3">Age</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Neonate (birth to 28 days)</td>
<td align="center">7</td>
<td align="center">1.9</td>
</tr>
<tr>
<td align="left">Infant (29 days to &#x2264;1 year)</td>
<td align="center">138</td>
<td align="center">37.6</td>
</tr>
<tr>
<td align="left">Toddler (&#x003e;1 to &#x2264;3years)</td>
<td align="center">61</td>
<td align="center">16.6</td>
</tr>
<tr>
<td align="left">Preschool (&#x003e;3 to &#x2264;5 years)</td>
<td align="center">43</td>
<td align="center">11.7</td>
</tr>
<tr>
<td align="left">School-age (&#x003e;5 to &#x2264;10 years)</td>
<td align="center">58</td>
<td align="center">15.8</td>
</tr>
<tr>
<td align="left">Adolescent (&#x003e;10 to &#x2264;16years)</td>
<td align="center">60</td>
<td align="center">16.3</td>
</tr>
<tr>
<td align="left" colspan="3">Weight (in kg)</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;&#x003c;5</td>
<td align="center">29</td>
<td align="center">7.9</td>
</tr>
<tr>
<td align="left">5&#x2013;9.99</td>
<td align="center">142</td>
<td align="center">38.7</td>
</tr>
<tr>
<td align="left">10&#x2013;14.99</td>
<td align="center">90</td>
<td align="center">24.5</td>
</tr>
<tr>
<td align="left">15&#x2013;19.99</td>
<td align="center">33</td>
<td align="center">9.0</td>
</tr>
<tr>
<td align="left">20&#x2013;24.99</td>
<td align="center">23</td>
<td align="center">6.3</td>
</tr>
<tr>
<td align="left">&#x2265;25</td>
<td align="center">50</td>
<td align="center">13.6</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-1-2">
<title>Clinical characteristics</title>
<p>The majority (302 [82.3%]) of the patients included in the study had comorbidities. More than a third of the participants (144 [39.2%]) stayed six to 10&#xa0;days in the hospital. Approximately three-fourths of the patients (266 [72.5%]) were admitted to the inpatient unit (<xref ref-type="table" rid="T2">Table 2</xref>). A total of 864 diseases were diagnosed in all study participants. Of those, the most common disease diagnosed during the study period was the respiratory system (340 [39%]) (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Clinical characteristics of pediatric patients admitted to WSUCSH from 8 July 2020, to 7 July 2021 (n &#x003D; 367).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Variables</th>
<th align="center">Frequency (n)</th>
<th align="center">Percent (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="3">Comorbidity</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Yes</td>
<td align="center">302</td>
<td align="center">82.3</td>
</tr>
<tr>
<td align="left">No</td>
<td align="center">65</td>
<td align="center">17.7</td>
</tr>
<tr>
<td align="left" colspan="3">Duration of hospital stay</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;&#x003c;6 days</td>
<td align="center">133</td>
<td align="center">36.2</td>
</tr>
<tr>
<td align="left">6&#x2013;10 days</td>
<td align="center">144</td>
<td align="center">39.2</td>
</tr>
<tr>
<td align="left">&#x003e;10 days</td>
<td align="center">90</td>
<td align="center">24.5</td>
</tr>
<tr>
<td align="left" colspan="3">Number of diagnoses</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;1</td>
<td align="center">65</td>
<td align="center">17.7</td>
</tr>
<tr>
<td align="left">2</td>
<td align="center">165</td>
<td align="center">45</td>
</tr>
<tr>
<td align="left">3</td>
<td align="center">87</td>
<td align="center">23.7</td>
</tr>
<tr>
<td align="left">&#x2265;4</td>
<td align="center">50</td>
<td align="center">13.6</td>
</tr>
<tr>
<td align="left" colspan="3">Admission ward</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;SAM</td>
<td align="center">57</td>
<td align="center">15.5</td>
</tr>
<tr>
<td align="left">Inpatient</td>
<td align="center">266</td>
<td align="center">72.5</td>
</tr>
<tr>
<td align="left">ICU</td>
<td align="center">44</td>
<td align="center">12</td>
</tr>
<tr>
<td align="left" colspan="3">Complete blood count done</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2003;Yes</td>
<td align="center">343</td>
<td align="center">93.5</td>
</tr>
<tr>
<td align="left">No</td>
<td align="center">24</td>
<td align="center">6.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Types of disease diagnosed among pediatric patients admitted to the WSUCSH from 8 July 2020, to 7 July 2021.</p>
</caption>
<graphic xlink:href="fphar-15-1375728-g002.tif"/>
</fig>
</sec>
<sec id="s3-1-3">
<title>Medication-related characteristics</title>
<p>A total of 1,485 drugs were prescribed to 367 patients during the study period. The mean (&#xb1;SD) number of drugs per patient was 4.22 (&#xb1;1.8). The most commonly prescribed classes of drugs were Antibiotics followed by Vitamins and Minerals, and Diuretics (<xref ref-type="fig" rid="F3">Figure 3</xref>). Among the study participants, the majority (226 [61.6%]) received five or more medicines.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Frequently prescribed classes of drugs among pediatric patients admitted to WSUCSH from 8 July 2020, to 7 July 2021.</p>
</caption>
<graphic xlink:href="fphar-15-1375728-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s3-2">
<title>Types and prevalence of drug therapy problems</title>
<p>Among the 367 participants, 221 had encountered at least one DTP, resulting in a prevalence of 60.2% (95% CI:55.2%, 65.2%). A total of 281 DTPs were identified. The mean (&#xb1;SD) number of DTP per patient was 1.27 (&#xb1;0.48). The maximum number of DTPs per patient was three. Most patients (164 [74.2%]) had only one DTP (<xref ref-type="table" rid="T3">Table 3</xref>). Among the DTPs identified, &#x2018;need additional drug therapy&#x2019; was found to be the most frequent DTP (140 [49.8%]) followed by &#x2018;dose too low&#x2019; (80 [28.5%]) (<xref ref-type="table" rid="T4">Table 4</xref>) (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Total number of drug therapy problems per patient among pediatric patients admitted to WSUCSH from 8 July 2020, to 7 July 2021.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">No.</th>
<th align="left">No. of patients</th>
<th align="left">No. of DTPs</th>
<th align="left">Total no of DTPs</th>
<th align="left">% of patients with DTP</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">164</td>
<td align="left">Only one DTP per patient</td>
<td align="left">164</td>
<td align="left">74.2</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">54</td>
<td align="left">Two DTPs per patient</td>
<td align="left">108</td>
<td align="left">24.4</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">3</td>
<td align="left">Three DTPs per patient</td>
<td align="left">9</td>
<td align="left">1.4</td>
</tr>
<tr>
<td align="left">Total</td>
<td align="left">221</td>
<td align="left"/>
<td align="left">281</td>
<td align="left">100</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>The common reasons for DTPs identified among pediatric patients admitted to WSUCSH from 8 July 2020, to 7 July 2021 (n &#x003D; 281).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">DTP category and cause</th>
<th align="left">Frequency (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" style="background-color:#c6c7c9">Need additional drug therapy</td>
<td align="left" style="background-color:#c6c7c9">140 (49.8)</td>
</tr>
<tr>
<td align="left">A medical condition requires the initiation of a drug</td>
<td align="left">123 (87.86)</td>
</tr>
<tr>
<td align="left">Preventive drug therapy is required</td>
<td align="left">17 (12.14)</td>
</tr>
<tr>
<td align="left" style="background-color:#c6c7c9">Dose too low</td>
<td align="left" style="background-color:#c6c7c9">80 (28.5)</td>
</tr>
<tr>
<td align="left">Dose is too low to produce the desired response</td>
<td align="left">25 (31.25)</td>
</tr>
<tr>
<td align="left">Duration of drug therapy is too short</td>
<td align="left">6 (7.5)</td>
</tr>
<tr>
<td align="left">Dosage interval is too infrequent</td>
<td align="left">49 (61.25)</td>
</tr>
<tr>
<td align="left" style="background-color:#c6c7c9">Unnecessary drug therapy</td>
<td align="left" style="background-color:#c6c7c9">33 (11.7)</td>
</tr>
<tr>
<td align="left">No valid medical indication</td>
<td align="left">14 (42.42)</td>
</tr>
<tr>
<td align="left">Multiple drug products are being used</td>
<td align="left">19 (57.58)</td>
</tr>
<tr>
<td align="left" style="background-color:#c6c7c9">Ineffective drug therapy</td>
<td align="left" style="background-color:#c6c7c9">17 (6.1)</td>
</tr>
<tr>
<td align="left">The least effective drug is used</td>
<td align="left">16 (94.12)</td>
</tr>
<tr>
<td align="left">Drug product is not an effective product</td>
<td align="left">1 (5.88)</td>
</tr>
<tr>
<td align="left" style="background-color:#c6c7c9">Dose too high</td>
<td align="left" style="background-color:#c6c7c9">11 (3.9)</td>
</tr>
<tr>
<td align="left">Dose is too high</td>
<td align="left">7 (63.64)</td>
</tr>
<tr>
<td align="left">Dosing frequency is too short</td>
<td align="left">1 (9.09)</td>
</tr>
<tr>
<td align="left">Duration of drug therapy is long</td>
<td align="left">3 (27.27)</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Categories of the identified DTPs among pediatric patients admitted to WSUCSH from 8 July 2020, to 7 July 2021.</p>
</caption>
<graphic xlink:href="fphar-15-1375728-g004.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Factors associated with drug therapy problems</title>
<p>In the bivariable logistic regression analyses, age, duration of hospital stay, comorbidity, polypharmacy, number of disease conditions, weight, and admission ward were found to be candidates for multivariable logistic regression analysis (<xref ref-type="table" rid="T5">Table 5</xref>).</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Bivariable logistic regression analysis of factors associated with drug therapy problems among pediatric patients admitted to WSUCSH from 8 July 2020, to 7 July 2021 (n &#x003D; 367).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left" rowspan="2">Variables</th>
<th align="left" rowspan="2">Category</th>
<th align="center" colspan="2">DTP</th>
<th align="left" rowspan="2">COR (95% CI)</th>
<th align="left" rowspan="2">
<italic>p</italic>-value</th>
</tr>
<tr>
<th align="center">Yes</th>
<th align="center">No</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="6">Sex</td>
</tr>
<tr>
<td align="left" rowspan="2"/>
<td align="left">Male</td>
<td align="left">121(59.9)</td>
<td align="left">81(40.1)</td>
<td align="left">0.97 (0.64, 1.48)</td>
<td align="left">0.891</td>
</tr>
<tr>
<td align="left">Female</td>
<td align="left">100(60.6)</td>
<td align="left">65(39.4)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left" colspan="6">Age</td>
</tr>
<tr>
<td align="left" rowspan="6"/>
<td align="left">Neonate</td>
<td align="left">6(85.7)</td>
<td align="left">1(14.3)</td>
<td align="left">4.59 (0.52, 40.50)</td>
<td align="left">
<bold>0.170&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left">Infant</td>
<td align="left">90(65.2)</td>
<td align="left">48(34.8)</td>
<td align="left">1.43 (0.77, 2.66)</td>
<td align="left">0.254</td>
</tr>
<tr>
<td align="left">Toddler</td>
<td align="left">30(49.2)</td>
<td align="left">31(50.8)</td>
<td align="left">0.74 (0.36, 1.51)</td>
<td align="left">0.410</td>
</tr>
<tr>
<td align="left">Preschool</td>
<td align="left">25(58.1)</td>
<td align="left">18(41.9)</td>
<td align="left">1.06 (0.48, 2.35)</td>
<td align="left">0.882</td>
</tr>
<tr>
<td align="left">School-age</td>
<td align="left">36(62.1)</td>
<td align="left">22(37.9)</td>
<td align="left">1.25 (0.60, 2.61)</td>
<td align="left">0.551</td>
</tr>
<tr>
<td align="left">Adolescent</td>
<td align="left">34(56.7)</td>
<td align="left">26(43.3)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left" colspan="6">Duration of hospital stay (in days)</td>
</tr>
<tr>
<td align="left" rowspan="3"/>
<td align="left">&#x003c;6</td>
<td align="left">62(46.6)</td>
<td align="left">71(53.4)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">6&#x2013;10</td>
<td align="left">94(65.3)</td>
<td align="left">50(34.7)</td>
<td align="left">2.15 (1.33, 3.49)</td>
<td align="left">
<bold>0.002&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left">&#x003e;10</td>
<td align="left">65(72.2)</td>
<td align="left">25(27.8)</td>
<td align="left">2.98 (1.68, 5.28)</td>
<td align="left">
<bold>0.000&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left" colspan="6">Comorbidity</td>
</tr>
<tr>
<td align="left" rowspan="2"/>
<td align="left">Yes</td>
<td align="left">186(61.6)</td>
<td align="left">116(38.4)</td>
<td align="left">1.37 (0.80, 2.36)</td>
<td align="left">
<bold>0.248&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">35(53.8)</td>
<td align="left">30(46.2)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left" colspan="6">Polypharmacy</td>
</tr>
<tr>
<td align="left" rowspan="2"/>
<td align="left">Yes</td>
<td align="left">123(79.9)</td>
<td align="left">31(20.1)</td>
<td align="left">4.66 (2.89, 7.50)</td>
<td align="left">
<bold>0.000&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">98(46.0)</td>
<td align="left">115(54.0)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left" colspan="6">Number of disease conditions</td>
</tr>
<tr>
<td align="left" rowspan="2"/>
<td align="left">&#x003c;3</td>
<td align="left">114(49.6)</td>
<td align="left">116(50.4)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2265;3</td>
<td align="left">107(78.1)</td>
<td align="left">30(21.9)</td>
<td align="left">3.63 (2.25, 5.87)</td>
<td align="left">
<bold>0.000&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left" colspan="6">CBC done</td>
</tr>
<tr>
<td align="left" rowspan="2"/>
<td align="left">Yes</td>
<td align="left">205(59.8)</td>
<td align="left">138(40.2)</td>
<td align="left">0.74 (0.31, 1.78)</td>
<td align="left">0.506</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">16(66.7)</td>
<td align="left">8(33.3)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left" colspan="6">Admission ward</td>
</tr>
<tr>
<td align="left" rowspan="3"/>
<td align="left">SAM</td>
<td align="left">45(78.9)</td>
<td align="left">12(21.1)</td>
<td align="left">1.10 (0.43, 2.85)</td>
<td align="left">0.840</td>
</tr>
<tr>
<td align="left">Inpatient</td>
<td align="left">142(53.4)</td>
<td align="left">124(46.6)</td>
<td align="left">0.34 (0.16, 0.71)</td>
<td align="left">
<bold>0.004&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left">ICU</td>
<td align="left">34(77.3)</td>
<td align="left">10(22.7)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold value represent <italic>p</italic>-value &#x003c;0.25.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In multivariable logistic regression, the number of disease conditions, polypharmacy, and duration of hospital stay were independent predictors of drug therapy problems among admitted pediatric patients. Accordingly, those patients who had three or more disease conditions were twice as likely to encounter DTP in comparison with patients who had less than three disease conditions (AOR &#x003D; 2.13, 95% CI:1.16, 3.92). Polypharmacy was also found to be a statistically significant predictor of DTP. The likelihood of DTP was three times higher for patients with polypharmacy than for those without (AOR &#x003D; 3.01, 95% CI:1.70, 5.32). Similarly, the odds of encountering DTP were about two-fold higher for patients who stayed for 6&#x2013;10 days on admission than for those who stayed for less than 6 days (AOR &#x003D; 1.80, 95% CI:1.04, 3.10) (<xref ref-type="table" rid="T6">Table 6</xref>).</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Multivariable logistic regression analysis of factors associated with drug therapy problems among pediatric patients admitted to WSUCSH from 8 July 2020, to 7 July 2021 (n &#x003D; 367).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left" rowspan="2">Variables</th>
<th align="left" rowspan="2">Category</th>
<th align="center" colspan="2">DTP</th>
<th align="left" rowspan="2">AOR (95% CI)</th>
<th align="left" rowspan="2">
<italic>p</italic>-value</th>
</tr>
<tr>
<th align="center">Yes</th>
<th align="center">No</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="6">Age</td>
</tr>
<tr>
<td align="left" rowspan="6"/>
<td align="left">Neonate</td>
<td align="left">6(85.7)</td>
<td align="left">1(14.3)</td>
<td align="left">8.98 (0.92, 87.56)</td>
<td align="left">0.059</td>
</tr>
<tr>
<td align="left">Infant</td>
<td align="left">90(65.2)</td>
<td align="left">48(34.8)</td>
<td align="left">1.76 (0.88, 3.53)</td>
<td align="left">0.113</td>
</tr>
<tr>
<td align="left">Toddler</td>
<td align="left">30(49.2)</td>
<td align="left">31(50.8)</td>
<td align="left">0.97 (0.42, 2.24)</td>
<td align="left">0.937</td>
</tr>
<tr>
<td align="left">Preschool</td>
<td align="left">25(58.1)</td>
<td align="left">18(41.9)</td>
<td align="left">1.17 (0.48, 2.84)</td>
<td align="left">0.738</td>
</tr>
<tr>
<td align="left">School-age</td>
<td align="left">36(62.1)</td>
<td align="left">22(37.9)</td>
<td align="left">1.53 (0.66, 3.54)</td>
<td align="left">0.324</td>
</tr>
<tr>
<td align="left">Adolescent</td>
<td align="left">34(56.7)</td>
<td align="left">26(43.3)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left" colspan="6">Duration of hospital stay (in days)</td>
</tr>
<tr>
<td align="left" rowspan="3"/>
<td align="left">&#x003c;6</td>
<td align="left">62(46.6)</td>
<td align="left">71(53.4)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">6&#x2013;10</td>
<td align="left">94(65.3)</td>
<td align="left">50(34.7)</td>
<td align="left">1.80 (1.04, 3.10)</td>
<td align="left">
<bold>0.036&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left">&#x003e;10</td>
<td align="left">65(72.2)</td>
<td align="left">25(27.8)</td>
<td align="left">1.54 (0.76, 3.12)</td>
<td align="left">0.232</td>
</tr>
<tr>
<td align="left" colspan="6">Comorbidity</td>
</tr>
<tr>
<td align="left" rowspan="2"/>
<td align="left">Yes</td>
<td align="left">186(61.6)</td>
<td align="left">116(38.4)</td>
<td align="left">0.76 (0.41, 1.43)</td>
<td align="left">0.398</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">35(53.8)</td>
<td align="left">30(46.2)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left" colspan="6">Polypharmacy</td>
</tr>
<tr>
<td align="left" rowspan="2"/>
<td align="left">Yes</td>
<td align="left">123(79.9)</td>
<td align="left">31(20.1)</td>
<td align="left">3.01 (1.70, 5.32)</td>
<td align="left">
<bold>0.000&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left">No</td>
<td align="left">98(46.0)</td>
<td align="left">115(54.0)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left" colspan="6">Number of disease conditions</td>
</tr>
<tr>
<td align="left" rowspan="2"/>
<td align="left">&#x003c;3</td>
<td align="left">114(49.6)</td>
<td align="left">116(50.4)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2265;3</td>
<td align="left">107(78.1)</td>
<td align="left">30(21.9)</td>
<td align="left">2.13 (1.16, 3.92)</td>
<td align="left">
<bold>0.015</bold>&#x2a;</td>
</tr>
<tr>
<td align="left" colspan="6">Admission ward</td>
</tr>
<tr>
<td align="left" rowspan="3"/>
<td align="left">SAM</td>
<td align="left">45(78.9)</td>
<td align="left">12(21.1)</td>
<td align="left">1.50 (0.52, 4.37)</td>
<td align="left">0.457</td>
</tr>
<tr>
<td align="left">Inpatient</td>
<td align="left">142(53.4)</td>
<td align="left">124(46.6)</td>
<td align="left">0.67 (0.29, 1.58)</td>
<td align="left">0.365</td>
</tr>
<tr>
<td align="left">ICU</td>
<td align="left">34(77.3)</td>
<td align="left">10(22.7)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold value represent statistically significant association at <italic>p</italic>-value &#x003c;0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussions</title>
<p>Prior studies have assessed drug therapy problems, focusing mainly on one aspect. However, the current study at the WSUCSH estimated the prevalence of drug therapy problems in admitted pediatric patients by assessing most of its elements. Investigation of DTP considering most of its elements will assist in developing a holistic intervention approach to counter the occurrence of DTP among admitted pediatric patients. In this study, 281 DTPs were identified resulting in the overall prevalence of DTP to be 60.2%. Moreover, the number of disease conditions, polypharmacy, and duration of hospital stay were independent predictors of drug therapy problems.</p>
<p>The overall prevalence of drug therapy problems was 60.2% (95% CI:55.2%, 65.2%). This finding illustrates that a substantial number of pediatric patients admitted to the WSUCSH have encountered drug therapy problems. The prevalence of DTP in the current setting is higher than that in previous studies conducted at Zewdtu Memorial Referral Hospital in Addis Ababa, KAMC-Jeddah, and Hong Kong, which reported DTP prevalence rates of 31.57%, 35.9%, and 21%, respectively (<xref ref-type="bibr" rid="B33">Rashed et al., 2014</xref>; <xref ref-type="bibr" rid="B7">Birarra et al., 2017</xref>; <xref ref-type="bibr" rid="B1">AlAzmi et al., 2019</xref>). DTPs were classified using different methods, which may account for this difference. We employed Cipolle&#x2019;s classification method, while studies in Addis Ababa (<xref ref-type="bibr" rid="B7">Birarra et al., 2017</xref>) and Hong Kong (<xref ref-type="bibr" rid="B33">Rashed et al., 2014</xref>) employed the Pharmaceutical Care Network Europe (PCNE) classification system. Moreover, the observed difference might be due to disparities in the healthcare systems and practitioners across countries.</p>
<p>Regarding the categories of DTPs, need additional drug therapy was the most common DTP in this investigation, accounting for 50% of the total DTPs. This finding regarding the need for additional drug therapy for DTP is higher than that reported in previous studies in Ethiopia. A study in Mettu Karl Referral Hospital (MKRH) reported 25.09% (<xref ref-type="bibr" rid="B3">Bekele et al., 2021</xref>), whereas another study in a pediatric ward of Dessie Referral Hospital reported 25.2% (<xref ref-type="bibr" rid="B8">Bizuneh et al., 2020</xref>). This is also higher than that reported in Hong Kong (3.7%) (<xref ref-type="bibr" rid="B33">Rashed et al., 2014</xref>). A possible explanation for this difference could be the variation in the level of knowledge and experience of the health professionals at these health facilities concerning the appropriate indication for drugs and the proper choice of drugs based on observed cases. Furthermore, comorbidities and patient conditions may have contributed to these differences.</p>
<p>In the current investigation, dose too low was responsible for 28.5% of the identified DTPs. This was higher than the results reported in Brazilian and Hong Kong studies, which found doses too low to be 13.1% and 19.5%, respectively (<xref ref-type="bibr" rid="B33">Rashed et al., 2014</xref>; <xref ref-type="bibr" rid="B27">Nascimento et al., 2020</xref>). This finding is consistent with that of a prospective observational study conducted at Jimma University Medical Center (JUMC), which reported 27.52% (<xref ref-type="bibr" rid="B19">Feyissa Mechessa et al., 2020</xref>). This study showed that low doses were more common in hospitalized pediatric patients, which might be due to improper weight-based dose calculations and frequency of administration. On the other hand, the DTP category identified in this study, the 3.9% dose too high, which is lower than the 15.9% and 16.1% findings from studies conducted in Hong Kong and Saudi Arabia, respectively (<xref ref-type="bibr" rid="B33">Rashed et al., 2014</xref>; <xref ref-type="bibr" rid="B1">AlAzmi et al., 2019</xref>).</p>
<p>In this study, unnecessary drug therapy was 11.7%, which aligns with the 16.8% reported in a study conducted in the pediatric ward of Dessie Referral Hospital, Ethiopia (<xref ref-type="bibr" rid="B8">Bizuneh et al., 2020</xref>). This showed that a considerable proportion of patients were given unnecessary medications, which might have resulted in adverse drug reactions and additional medication-related costs. Therefore, it is worthwhile to avoid unnecessary drug therapy and improve deprescribing practices to improve treatment outcomes in hospitalized patients. In the present study, 6.1% of the DTPs were found to be ineffective drug therapy. This is in line with that of Dessie&#x2019;s study, 2.5% (<xref ref-type="bibr" rid="B8">Bizuneh et al., 2020</xref>), but lower than the 49% reported in the Brazilian study among cardiac neonates under intensive care (<xref ref-type="bibr" rid="B27">Nascimento et al., 2020</xref>).</p>
<p>As revealed in this study, the duration of hospital stay was significantly associated with drug therapy problems, with higher odds of drug therapy problems among pediatric patients who stayed 6&#x2013;10 days hospitalized. This is consistent with Ethiopian studies conducted at Jimma University Medical Center, Metu Karl Referral Hospital, and Nekemte Referral Hospital (<xref ref-type="bibr" rid="B12">Dedefo et al., 2016</xref>; <xref ref-type="bibr" rid="B19">Feyissa Mechessa et al., 2020</xref>; <xref ref-type="bibr" rid="B3">Bekele et al., 2021</xref>). A possible explanation is that the more patients stay in the hospital, the greater the risk of hospital-acquired (nosocomial) infections, making drug regimens more complex. Complex drug regimens are risk factors for administration errors and nonadherence (<xref ref-type="bibr" rid="B30">Pantuzza et al., 2017</xref>; <xref ref-type="bibr" rid="B34">Schmidt et al., 2020</xref>); thus, early and accurate identification of the patient&#x2019;s condition is crucial for reducing hospital stay. Efficient and comprehensive diagnostic procedures enable healthcare professionals to achieve this goal. In addition, adherence to the recommended treatment guidelines while prescribing the drug frequency and dose would be worthwhile.</p>
<p>A significant association was also found between polypharmacy and DTP. The likelihood of DTP was three times higher in patients with polypharmacy than in their counterparts. This finding is in agreement with the study conducted in Addis Ababa and Jimma on DTP, which reported that patients on polypharmacy have a complex drug schedule that may contribute to poor medication compliance, adverse drug effects, potential drug-drug interactions, and increased risk of DTP occurrence (<xref ref-type="bibr" rid="B7">Birarra et al., 2017</xref>; <xref ref-type="bibr" rid="B19">Feyissa Mechessa et al., 2020</xref>). Primary care physicians can address problems of polypharmacy by considering deprescribing, a set of interventions to identify inappropriate or unnecessary medications, and discontinuing them, as an essential part of good prescribing (<xref ref-type="bibr" rid="B15">Endsley, 2018</xref>; <xref ref-type="bibr" rid="B16">Farrell and Mangin, 2019</xref>). The involvement of clinical pharmacists in multidisciplinary care teams may lead to better treatment outcomes by providing informed decision-making.</p>
<p>In the present study, the number of disease conditions was an independent predictor of DTP. Those who had three or more disease conditions were two times more likely to encounter DTP than those who had fewer conditions. This is corroborated by previous studies on DTP that have identified the number of disease conditions as major predictors of DTP (<xref ref-type="bibr" rid="B19">Feyissa Mechessa et al., 2020</xref>; <xref ref-type="bibr" rid="B3">Bekele et al., 2021</xref>). The more health conditions you have, the more likely you are to take more than one type of prescription drug to manage them. There is a risk of drug-drug or drug-disease interactions. These interactions could lower the effectiveness of the drug in patients.</p>
<p>Improved pharmaceutical care services, which engage clinical pharmacists in the study setting, might minimize drug therapy problems in the pediatric population. An appropriate type of medication and prescribed doses may be tailored to the patient&#x2019;s needs when clinical pharmacists collaborate with prescribing physicians. Optimizing medication dosages for the pediatric population could significantly reduce certain identified DTPs and this could be a prospect of our study.</p>
</sec>
<sec id="s5">
<title>Strengths and limitations of the study</title>
<p>The current study used a standardized DTP identification tool that was evaluated and accepted by experts, but it is not without limitations. Although we attempted to investigate all categories of drug therapy problems, adverse drug reactions, and patient adherence were not included because of the retrospective study design constraints and poor documentation trends in the current setting for these two categories of DTPs. The retrospective design employed in the current study did not allow for the assessment of two categories of DTPs. This limitation might have affected the overall observed prevalence of DTPs.</p>
<p>Furthermore, since the study was conducted at a single center, WSUCSH, it may not have successfully represented the diversity of the population that could have been achieved in a multicenter setting. This limitation potentially affects the generalizability of the study&#x2019;s results. Whenever practitioners translate the current findings to their setting, they should carefully consider limitations to the external validity that may arise from a single-center study. Therefore, future studies should consider a multicenter prospective study design that enables the inclusion of a diverse population and comprehensive data collection across all categories of DTPs.</p>
</sec>
<sec id="s6" sec-type="conclusion">
<title>Conclusion</title>
<p>The current study showed that the majority of pediatric patients admitted to the WSUCSH had at least one drug therapy problem, indicating that optimal medication management in pediatric patients remains a major challenge in clinical practice. Need additional drug therapy was the most common DTP identified followed by a dose too low. The number of disease conditions, polypharmacy, and duration of hospital stay were independent predictors of drug therapy problems. Enhancements to pharmaceutical care services, optimized dosage practices, improved deprescribing by clinicians, and efficient, comprehensive diagnostic procedures have the potential to reduce specific drug therapy problems in hospitalized pediatrics significantly.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>BT: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. HCK: Conceptualization, Data curation, Formal Analysis, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing&#x2013;review and editing. TS: Conceptualization, Data curation, Formal Analysis, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing&#x2013;review and editing. TLL: Conceptualization, Formal Analysis, Investigation, Methodology, Software, Validation, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<p>We would like to acknowledge Wolaita Sodo University for providing ethical clearance for this study. We extend our deepest gratitude to the data enumerators.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<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 id="s11" sec-type="disclaimer">
<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>
<sec id="s12">
<title>Abbreviations</title>
<p>ADR, Adverse Drug Reaction; DTP, Drug therapy Problem; ED, Emergency Department; HIV, Human Immunodeficiency Virus; NICU, Neonatal Intensive Care Unit; PCNE, Pharmaceutical Care Network Europe; PICU, Pediatric Intensive Care Unit; SAM, Severe Acute Malnutrition; WSUCSH, Wolaita Sodo University Comprehensive Specialized Hospital.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alazmi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ahmed</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Alhamdan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Algarni</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Elzain</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Althubaiti</surname>
<given-names>R. S.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Epidemiology of preventable drug-related problems (DRPs) among hospitalized children at KAMC-Jeddah: a single-institution observation study</article-title>. <source>Drug, Healthc. patient Saf.</source> <volume>11</volume>, <fpage>95</fpage>&#x2013;<lpage>103</lpage>. <pub-id pub-id-type="doi">10.2147/DHPS.S220081</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al-Azzam</surname>
<given-names>S. I.</given-names>
</name>
<name>
<surname>Alzoubi</surname>
<given-names>K. H.</given-names>
</name>
<name>
<surname>Aburuz</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Alefan</surname>
<given-names>Q.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Drug-related problems in a sample of outpatients with chronic diseases: a cross-sectional study from Jordan</article-title>. <source>Ther. Clin. risk Manag.</source> <volume>12</volume>, <fpage>233</fpage>&#x2013;<lpage>239</lpage>. <pub-id pub-id-type="doi">10.2147/TCRM.S98165</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bekele</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Bereda</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Tamirat</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Geleta</surname>
<given-names>B. A.</given-names>
</name>
<name>
<surname>Jabessa</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Childrens are not just &#x201c;little adults&#x201d;. The rate of medication related problems and its predictors among patients admitted to pediatric ward of southwestern Ethiopian hospital: a prospective observational study</article-title>. <source>Ann. Med. Surg.</source> <volume>70</volume>, <fpage>102827</fpage>. <pub-id pub-id-type="doi">10.1016/j.amsu.2021.102827</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Benn</surname>
<given-names>C. E.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Optimising medicines for children: considerations for clinical pharmacists</article-title>. <source>Eur. J. Hosp. Pharm.</source> <volume>21</volume>, <fpage>350</fpage>&#x2013;<lpage>354</lpage>. <pub-id pub-id-type="doi">10.1136/ejhpharm-2013-000396</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bereda</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Pediatrics pharmacokinetics and dose calculation</article-title>. <source>J. Pediatr. Neonatal. Cares</source> <volume>12</volume>, <fpage>96</fpage>&#x2013;<lpage>102</lpage>. <pub-id pub-id-type="doi">10.15406/jpnc.2022.12.00463</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bigdeli</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Laing</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Tomson</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Babar</surname>
<given-names>Z.-U.-D.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Medicines and universal health coverage: challenges and opportunities</article-title>. <source>J. Pharm. policy Pract.</source> <volume>8</volume>, <fpage>8</fpage>&#x2013;<lpage>3</lpage>. <pub-id pub-id-type="doi">10.1186/s40545-015-0028-4</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Birarra</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Heye</surname>
<given-names>T. B.</given-names>
</name>
<name>
<surname>Shibeshi</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Assessment of drug-related problems in pediatric ward of Zewditu memorial referral hospital, Addis Ababa, Ethiopia</article-title>. <source>Int. J. Clin. Pharm.</source> <volume>39</volume>, <fpage>1039</fpage>&#x2013;<lpage>1046</lpage>. <pub-id pub-id-type="doi">10.1007/s11096-017-0504-9</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bizuneh</surname>
<given-names>G. K.</given-names>
</name>
<name>
<surname>Adamu</surname>
<given-names>B. A.</given-names>
</name>
<name>
<surname>Bizuayehu</surname>
<given-names>G. T.</given-names>
</name>
<name>
<surname>Adane</surname>
<given-names>S. D.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>A prospective observational study of drug therapy problems in pediatric ward of a referral hospital, Northeastern Ethiopia</article-title>. <source>Int. J. Pediatr.</source> <volume>2020</volume>, <fpage>4323189</fpage>. <pub-id pub-id-type="doi">10.1155/2020/4323189</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Braun</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Sood</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Hogue</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lieberman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Copley-Merriman</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>High burden and unmet patient needs in chronic kidney disease</article-title>. <source>Int. J. Nephrol. renovascular Dis.</source> <volume>5</volume>, <fpage>151</fpage>&#x2013;<lpage>163</lpage>. <pub-id pub-id-type="doi">10.2147/IJNRD.S37766</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Cipolle</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Strand</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Morley</surname>
<given-names>P. C.</given-names>
</name>
</person-group> (<year>2012</year>). <source>Pharmaceutical care practice: the patient-centered approach to medication management services</source>. <publisher-loc>United States</publisher-loc>: <publisher-name>McGraw-Hill Medical</publisher-name>.</citation>
</ref>
<ref id="B11">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Commission</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2009</year>). <source>Investigation into mid staffordshire NHS foundation trust</source>. <publisher-loc>London</publisher-loc>: <publisher-name>Healthcare Commission</publisher-name>.</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dedefo</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>Mitike</surname>
<given-names>A. H.</given-names>
</name>
<name>
<surname>Angamo</surname>
<given-names>M. T.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Incidence and determinants of medication errors and adverse drug events among hospitalized children in West Ethiopia</article-title>. <source>BMC Pediatr.</source> <volume>16</volume>, <fpage>81</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1186/s12887-016-0619-5</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Easton</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Chapman</surname>
<given-names>C. B.</given-names>
</name>
<name>
<surname>Brien</surname>
<given-names>J. a. E.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Frequency and characteristics of hospital admissions associated with drug-related problems in paediatrics</article-title>. <source>Br. J. Clin. Pharmacol.</source> <volume>57</volume>, <fpage>611</fpage>&#x2013;<lpage>615</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2125.2003.02052.x</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Elliott</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Camacho</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Campbell</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Jankovic</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>St James</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Kaltenthaler</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <source>Prevalence and economic burden of medication errors in the NHS in England: rapid evidence synthesis and economic analysis of the prevalence and burden of medication error in the UK</source>. <publisher-name>Policy Research Unit in Economic Evaluation of Health and Care Interventions</publisher-name>.</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Endsley</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Deprescribing unnecessary medications: a four-Part Process</article-title>. <source>Fam. Pract. Manag.</source> <volume>25</volume>, <fpage>28</fpage>&#x2013;<lpage>32</lpage>.</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Farrell</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Mangin</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Deprescribing is an essential part of good prescribing</article-title>. <source>Am. Fam. Physician</source> <volume>99</volume>, <fpage>7</fpage>&#x2013;<lpage>9</lpage>.</citation>
</ref>
<ref id="B17">
<citation citation-type="book">
<person-group person-group-type="author">
<collab>Fdre Ministry of Health</collab>
</person-group> (<year>2010</year>). <source>Ethiopian hospital Reform implementation guidelines: vol-2</source>. <publisher-loc>Addis Ababa, Ethiopia</publisher-loc>: <publisher-name>Ethiopian Hospital Management Initiative May</publisher-name>.</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feyissa</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Kebede</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Zewudie</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Mamo</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Medication error and its contributing factors among pediatric patients diagnosed with infectious diseases admitted to Jimma University Medical Center, Southwest Ethiopia: prospective observational study</article-title>. <source>Integr. Pharm. Res. Pract.</source> <volume>9</volume>, <fpage>147</fpage>&#x2013;<lpage>153</lpage>. <pub-id pub-id-type="doi">10.2147/IPRP.S264941</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feyissa Mechessa</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Dessalegn</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Melaku</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Drug-related problem and its predictors among pediatric patients with infectious diseases admitted to Jimma University Medical Center, Southwest Ethiopia: prospective observational study</article-title>. <source>SAGE open Med.</source> <volume>8</volume>, <fpage>2050312120970734</fpage>. <pub-id pub-id-type="doi">10.1177/2050312120970734</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gelchu</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Abdela</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Drug therapy problems among patients with cardiovascular disease admitted to the medical ward and had a follow-up at the ambulatory clinic of Hiwot Fana Specialized University Hospital: the case of a tertiary hospital in eastern Ethiopia</article-title>. <source>SAGE open Med.</source> <volume>7</volume>, <fpage>2050312119860401</fpage>. <pub-id pub-id-type="doi">10.1177/2050312119860401</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hepler</surname>
<given-names>C. D.</given-names>
</name>
<name>
<surname>Strand</surname>
<given-names>L. M.</given-names>
</name>
</person-group> (<year>1990</year>). <article-title>Opportunities and responsibilities in pharmaceutical care</article-title>. <source>Am. J. Hosp. Pharm.</source> <volume>47</volume>, <fpage>533</fpage>&#x2013;<lpage>543</lpage>. <pub-id pub-id-type="doi">10.1093/ajhp/47.3.533</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hoonhout</surname>
<given-names>L. H.</given-names>
</name>
<name>
<surname>De Bruijne</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Wagner</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zegers</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Waaijman</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Spreeuwenberg</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2009</year>). <article-title>Direct medical costs of adverse events in Dutch hospitals</article-title>. <source>BMC health Serv. Res.</source> <volume>9</volume>, <fpage>27</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1186/1472-6963-9-27</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaushal</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Bates</surname>
<given-names>D. W.</given-names>
</name>
<name>
<surname>Landrigan</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mckenna</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Clapp</surname>
<given-names>M. D.</given-names>
</name>
<name>
<surname>Federico</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2001</year>). <article-title>Medication errors and adverse drug events in pediatric inpatients</article-title>. <source>Jama</source> <volume>285</volume>, <fpage>2114</fpage>&#x2013;<lpage>2120</lpage>. <pub-id pub-id-type="doi">10.1001/jama.285.16.2114</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kearns</surname>
<given-names>G. L.</given-names>
</name>
<name>
<surname>Abdel-Rahman</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Alander</surname>
<given-names>S. W.</given-names>
</name>
<name>
<surname>Blowey</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Leeder</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Kauffman</surname>
<given-names>R. E.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Developmental Pharmacology &#x2014; drug disposition, action, and therapy in infants and children</article-title>. <source>N. Engl. J. Med.</source> <volume>349</volume>, <fpage>1157</fpage>&#x2013;<lpage>1167</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMra035092</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maheshwari</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Sanwatsarkar</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Katakwar</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Pharmacology related to paediatric anaesthesia</article-title>. <source>Indian J. Anaesth.</source> <volume>63</volume>, <fpage>698</fpage>&#x2013;<lpage>706</lpage>. <pub-id pub-id-type="doi">10.4103/ija.IJA_487_19</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meknonnen</surname>
<given-names>G. B.</given-names>
</name>
<name>
<surname>Biarra</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Tekle</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Bhagavathula</surname>
<given-names>A. S.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Assessment of drug related problems and its associated factors among medical ward patients in university of gondar teaching hospital, northwest Ethiopia: a prospective cross-sectional study</article-title>. <source>J. Basic Clin. Pharma</source> <volume>8</volume>, <fpage>16</fpage>&#x2013;<lpage>21</lpage>.</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nascimento</surname>
<given-names>A. R. F. D.</given-names>
</name>
<name>
<surname>Leopoldino</surname>
<given-names>R. W. D.</given-names>
</name>
<name>
<surname>Santos</surname>
<given-names>M. E. T. D.</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>T. X. D.</given-names>
</name>
<name>
<surname>Martins</surname>
<given-names>R. R.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Drug-related problems in cardiac neonates under intensive care</article-title>. <source>Rev. Paul. Pediatr.</source> <volume>38</volume>, <fpage>e2018134</fpage>. <pub-id pub-id-type="doi">10.1590/1984-0462/2020/38/2018134</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nivya</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kiran</surname>
<given-names>V. S. S.</given-names>
</name>
<name>
<surname>Ragoo</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Jayaprakash</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Sekhar</surname>
<given-names>M. S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Systemic review on drug related hospital admissions&#x2013;A pubmed based search</article-title>. <source>Saudi Pharm. J.</source> <volume>23</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.jsps.2013.05.006</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O&#x27;hara</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Wright</surname>
<given-names>I. M.</given-names>
</name>
<name>
<surname>Schneider</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Jones</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Martin</surname>
<given-names>J. H.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Pharmacokinetics in neonatal prescribing: evidence base, paradigms and the future</article-title>. <source>Br. J. Clin. Pharmacol.</source> <volume>80</volume>, <fpage>1281</fpage>&#x2013;<lpage>1288</lpage>. <pub-id pub-id-type="doi">10.1111/bcp.12741</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pantuzza</surname>
<given-names>L. L.</given-names>
</name>
<name>
<surname>Ceccato</surname>
<given-names>M. D. G. B.</given-names>
</name>
<name>
<surname>Silveira</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Junqueira</surname>
<given-names>L. M. R.</given-names>
</name>
<name>
<surname>Reis</surname>
<given-names>A. M. M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Association between medication regimen complexity and pharmacotherapy adherence: a systematic review</article-title>. <source>Eur. J. Clin. Pharmacol.</source> <volume>73</volume>, <fpage>1475</fpage>&#x2013;<lpage>1489</lpage>. <pub-id pub-id-type="doi">10.1007/s00228-017-2315-2</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="book">
<collab>Pharmaceutical Care Network Europe Foundation</collab> (<year>2010</year>). <source>Classification for Drug related problems</source>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.pcne.org/upload/files/11_PCNE_classification_V6-2.pdf">https://www.pcne.org/upload/files/11_PCNE_classification_V6-2.pdf</ext-link>.</comment>
</citation>
</ref>
<ref id="B32">
<citation citation-type="web">
<collab>Pharmaceuticals Fund and Supply Agency</collab> (<year>2015</year>). <article-title>Standard operating procedures manual for the provision of clinical pharmacy services in Ethiopia. Addis Ababa, Ethiopia</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://siapsprogram.org/publication/standard-operating-procedures-manual-for-the-provision-of-clinical-pharmacy-services-in-ethiopia/">https://siapsprogram.org/publication/standard-operating-procedures-manual-for-the-provision-of-clinical-pharmacy-services-in-ethiopia/</ext-link>.</comment>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rashed</surname>
<given-names>A. N.</given-names>
</name>
<name>
<surname>Wilton</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Lo</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Kwong</surname>
<given-names>B. Y.</given-names>
</name>
<name>
<surname>Leung</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wong</surname>
<given-names>I. C.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Epidemiology and potential risk factors of drug&#x2010;related problems in H ong K ong paediatric wards</article-title>. <source>Br. J. Clin. Pharmacol.</source> <volume>77</volume>, <fpage>873</fpage>&#x2013;<lpage>879</lpage>. <pub-id pub-id-type="doi">10.1111/bcp.12270</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schmidt</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Wurmbach</surname>
<given-names>V. S.</given-names>
</name>
<name>
<surname>Lampert</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bernard</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wilm</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Mortsiefer</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Individual factors increasing complexity of drug treatment&#x2014;a narrative review</article-title>. <source>Eur. J. Clin. Pharmacol.</source> <volume>76</volume>, <fpage>745</fpage>&#x2013;<lpage>754</lpage>. <pub-id pub-id-type="doi">10.1007/s00228-019-02818-7</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Viktil</surname>
<given-names>K. K.</given-names>
</name>
<name>
<surname>Blix</surname>
<given-names>H. S.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>The impact of clinical pharmacists on drug-related problems and clinical outcomes</article-title>. <source>Basic &#x26; Clin. Pharmacol. Toxicol.</source> <volume>102</volume>, <fpage>275</fpage>&#x2013;<lpage>280</lpage>. <pub-id pub-id-type="doi">10.1111/j.1742-7843.2007.00206.x</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wong</surname>
<given-names>I. C. K.</given-names>
</name>
<name>
<surname>Wong</surname>
<given-names>L. Y.</given-names>
</name>
<name>
<surname>Cranswick</surname>
<given-names>N. E.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Minimising medication errors in children</article-title>. <source>Archives Dis. Child.</source> <volume>94</volume>, <fpage>161</fpage>&#x2013;<lpage>164</lpage>. <pub-id pub-id-type="doi">10.1136/adc.2007.116442</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="book">
<collab>World Health Organization</collab> (<year>2002</year>). <source>WHO Policy Perspectives on Medicines - promoting rational use of medicines: core components</source>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://iris.who.int/bitstream/handle/10665/67438/WHO_EDM_2002.3.pdf">https://iris.who.int/bitstream/handle/10665/67438/WHO_EDM_2002.3.pdf</ext-link>.</comment>
</citation>
</ref>
<ref id="B38">
<citation citation-type="web">
<collab>World Health Organization</collab> (<year>2013</year>). <article-title>Pocket book of hospital care for children</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.who.int/publications/i/item/978-92-4-154837-3">https://www.who.int/publications/i/item/978-92-4-154837-3</ext-link>.</comment>
</citation>
</ref>
<ref id="B39">
<citation citation-type="book">
<person-group person-group-type="author">
<collab>World Health Organization</collab>
</person-group> (<year>2019</year>). <source>Medication safety in polypharmacy: technical report</source>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://iris.who.int/bitstream/handle/10665/325454/WHO-UHC-SDS-2019.11-eng.pdf?sequence=1">https://iris.who.int/bitstream/handle/10665/325454/WHO-UHC-SDS-2019.11-eng.pdf?sequence&#x003D;1</ext-link>
</comment>.</citation>
</ref>
</ref-list>
</back>
</article>