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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2024.1357264</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Nexus between postpartum depression and exclusive breastfeeding practices among lactating mothers in Assosa Town, West Ethiopia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Abdurehim</surname> <given-names>Abdulfeta</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Melaku</surname> <given-names>Yabsra</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Hassen</surname> <given-names>Habtamu</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Mosa</surname> <given-names>Hassen</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Jemal</surname> <given-names>Musa</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author">
<name><surname>Abawari</surname> <given-names>Mohammed Jemal</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kemal</surname> <given-names>Abdurezak</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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<contrib contrib-type="author">
<name><surname>Mohammed</surname> <given-names>Tofik</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
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<contrib contrib-type="author">
<name><surname>Biru</surname> <given-names>Bayise</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
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<contrib contrib-type="author">
<name><surname>Alemu</surname> <given-names>Emana</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ali</surname> <given-names>Anwar Seid</given-names></name>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref>
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<contrib contrib-type="author">
<name><surname>Mohammed</surname> <given-names>Bekri</given-names></name>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref>
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<contrib contrib-type="author">
<name><surname>Mosa</surname> <given-names>Behre Dari</given-names></name>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Kedir</surname> <given-names>Shemsu</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Abate</surname> <given-names>Kalkidan Hassen</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Benshangul-Gumz Regional Health Bureau</institution>, <addr-line>Assosa</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Nutrition and Dietetics, Institute of Health, Jimma University</institution>, <addr-line>Jimma</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Emergency Medical Care, Hossana College of Health Sciences</institution>, <addr-line>Hossana</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Midwifery, College of Medicine and Health Sciences, Werabe University</institution>, <addr-line>Werabe</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Public Health, College of Medicine and Health Sciences, Werabe University</institution>, <addr-line>Werabe</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Health Behaviour and Society, Institute of Health, Jimma University</institution>, <addr-line>Jimma</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff7"><sup>7</sup><institution>Department of Public Health, College of Medicine and Health Sciences, Wolkite University</institution>, <addr-line>Wolkite</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Internal Medicine, College of Medicine and Health Sciences, Arbaminch University</institution>, <addr-line>Arbaminch</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff9"><sup>9</sup><institution>Department of Public Health, Institute of Health Sciences, Wollega University</institution>, <addr-line>Nekemte</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff10"><sup>10</sup><institution>Ethiopian Public Health Institute</institution>, <addr-line>Addis Ababa</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff11"><sup>11</sup><institution>Department of Nursing, College of Medical Health Science, Samara University</institution>, <addr-line>Samara</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff12"><sup>12</sup><institution>Department of Public Health, College of Medicine and Health Sciences, University of Gonder</institution>, <addr-line>Gonder</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff13"><sup>13</sup><institution>Laboratory Directorate, Worabe Comprehensive Specialized Hospital</institution>, <addr-line>Werabe</addr-line>, <country>Ethiopia</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Nafisa M. Jadavji, University of Arizona, United States</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Mariana Tostado, University of Guadalajara, Mexico</p>
<p>Azniah Syam, Sekolah Tinggi Ilmu Kesehatan Nani Hasanuddin, Indonesia</p>
<p>Isabel Rodr&#x00ED;guez-Gallego, Virgen del Roc&#x00ED;o University Hospital, Spain</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Shemsu Kedir, <email>shemsukedir6@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1357264</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Abdurehim, Melaku, Hassen, Mosa, Jemal, Abawari, Kemal, Mohammed, Biru, Alemu, Ali, Mohammed, Mosa, Kedir and Abate.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Abdurehim, Melaku, Hassen, Mosa, Jemal, Abawari, Kemal, Mohammed, Biru, Alemu, Ali, Mohammed, Mosa, Kedir and Abate</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>Across the globe, breastfeeding stands out as a highly effective strategy for reducing infant and child morbidity and mortality. Concurrently, postpartum depression (PPD) emerges as a notable public health issue, adversely affecting both exclusive breastfeeding (EBF) practices for infants and the fulfillment of parenting roles. Despite the lack of substantial evidence in Ethiopia and the specific study areas, indicating the association between PPD and EBF practices, this study endeavors to fill this gap. The primary objective is to examine the correlation between PPD and EBF practices, along with exploring other pertinent factors, in Assosa Town, West Ethiopia.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>A community-based cross-sectional study was carried out from 7 March to 5 April 2019. The study involved the recruitment of 462 participants through a systematic random sampling method. Data collection was facilitated by conducting a structured and pre-tested questionnaire. To screen for PPD, we used the Edinburgh Postnatal Depression Scale (EPDS) tool. This tool, EPDS, was used solely as a screening tool and not for diagnostic purposes. The collected data were entered into Epi-Data version 3.1 and subsequently exported to SPSS version 24 for comprehensive statistical analysis. Bivariate and multivariate logistic regression analyses were performed to assess the association between independent variables and dependent variables. Odds ratios, along with their 95% confidence intervals (CIs), were calculated to ascertain the presence and strength of any associations. Statistical significance was acknowledged at a <italic>p</italic>-value of &#x003C;0.05.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>The overall prevalence of EBF practices was found to be 58.2% (95% CI: 51.4&#x2013;65.7), while the prevalence of PPD was 18.7% (95% CI: 15.94&#x2013;26.7). Among mothers without PPD, the prevalence of EBF practices was notably higher at 62.4% (95% CI: 55.9&#x2013;65.2%) compared to mothers experiencing PPD, where the prevalence was 31.3% (95% CI: 24.7&#x2013;32.5%). Mothers who experienced PPD exhibited 51% reduced odds of practicing EBF compared to their counterparts (AOR&#x2009;=&#x2009;0.49. 95% CI: 0.25&#x2013;0.8). Furthermore, factors such as having a higher family monthly income (AOR&#x2009;=&#x2009;8.7, 95% CI: 4.2&#x2013;17.2), being multiparous (AOR&#x2009;=&#x2009;5.8, 95% CI 4.9&#x2013;10.8), attending antenatal care (ANC) visits (AOR&#x2009;=&#x2009;4.9, 95% CI: 3.4&#x2013;14.1), opting for vaginal delivery (AOR&#x2009;=&#x2009;9.8, 95% CI: 5.6&#x2013;17.4), and receiving husband&#x2019;s support (AOR&#x2009;=&#x2009;5.3, 95% CI: 4.6&#x2013;12.7) demonstrated a statistically significant positive association with EBF practices.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>In this study, a substantial number of mothers demonstrated suboptimal EBF practices during the first 6&#x2009;months of their infants&#x2019; lives. Consequently, the findings underscore a clear association between PPD and EBF. Thus, it is imperative to intensify efforts in the early detection and treatment of PPD, enhance household income, advocate for ANC, and encourage active husband involvement to bolster EBF practices.</p>
</sec>
</abstract>
<kwd-group>
<kwd>exclusive breastfeeding</kwd>
<kwd>PPD</kwd>
<kwd>predictors</kwd>
<kwd>Assosa Town</kwd>
<kwd>nexus</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="60"/>
<page-count count="10"/>
<word-count count="6998"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutrition, Psychology and Brain Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>The failure to adhere to exclusive breastfeeding (EBF) has resulted in over 1.4 million deaths globally within the first 6&#x2009;months of life, with 41% occurring in sub-Saharan Africa and 34% in South Asia (<xref ref-type="bibr" rid="ref1">1</xref>&#x2013;<xref ref-type="bibr" rid="ref3">3</xref>). As reported by the Ethiopian Demographic Health Survey (EDHS) in 2016, the overall prevalence of EBF practices was 58%. Additionally, the median duration of EBF in the Benishangul-Gumuz region was determined to be 4.6&#x2009;months. The 2016 EDHS findings also revealed neonatal, infant, and under-5 mortality rates of 29, 48, and 67 deaths per 1,000 live births, respectively (<xref ref-type="bibr" rid="ref4">4</xref>). Despite variations in EBF practice prevalence across different regions, the aggregated prevalence of EBF in Ethiopia was calculated at 59.3% (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>Different studies showed that there is inconclusive and varying EBF coverage and contributing factors (<xref ref-type="bibr" rid="ref6">6</xref>&#x2013;<xref ref-type="bibr" rid="ref8">8</xref>). Recent studies have suggested an association between symptoms of postpartum depression (PPD) and the early discontinuation of EBF (<xref ref-type="bibr" rid="ref9">9</xref>). PPD is a non-psychotic form of depression that manifests within the first 12&#x2009;months after childbirth. The symptoms closely resemble those of depression, which can affect anyone, regardless of childbirth (<xref ref-type="bibr" rid="ref10">10</xref>). It is a form of depression that impacts approximately 1 in 10 new mothers within the initial year following childbirth. It has the potential to adversely affect a new mother&#x2019;s health and her capacity to provide nurturing care to her infant.</p>
<p>The burden of PPD in African American women ranges from 10 to 15% (<xref ref-type="bibr" rid="ref11">11</xref>). While research on the perinatal mental health of women in low and middle-income countries has gained attention more recently, it has historically taken a backseat to the primary focus on preventing pregnancy-related complications (<xref ref-type="bibr" rid="ref12">12</xref>). The pooled prevalence of PPD in 53 low- and middle-income countries was 19% (<xref ref-type="bibr" rid="ref13">13</xref>). Moreover, 18.3% were reported by the two African systematic reviews (<xref ref-type="bibr" rid="ref14">14</xref>), which is as high as those reported in other developed countries (<xref ref-type="bibr" rid="ref15">15</xref>). Recent Ethiopian studies have reported PPD prevalence to range from 12.2 to 22.1% in rural areas (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref17">17</xref>) and 9.27 to 33.2% (<xref ref-type="bibr" rid="ref18">18</xref>&#x2013;<xref ref-type="bibr" rid="ref21">21</xref>) in urban areas.</p>
<p>PPD is the most common complication of childbirth (<xref ref-type="bibr" rid="ref22">22</xref>), a leading cause of disability (<xref ref-type="bibr" rid="ref23">23</xref>), linked to a weakened mother-infant bond, potentially leading to prolonged effects on the emotional and cognitive growth of the infant (<xref ref-type="bibr" rid="ref24">24</xref>) worldwide. It contributes to increased costs for the healthcare system and can have a negative impact on the workforce economy. Moreover, depressed women have been reported to face challenges in efficient breastfeeding, exhibit reduced utilization of available health services (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>), experience negative postnatal birth experiences (<xref ref-type="bibr" rid="ref27">27</xref>), and demonstrate negative impacts on maternal interaction with their newborns (<xref ref-type="bibr" rid="ref28">28</xref>). In light of these multifaceted challenges, addressing PPD and fostering EBF not only bolsters maternal and infant wellbeing but also has economic implications for the healthcare sector and the broader economy (<xref ref-type="bibr" rid="ref29">29</xref>). Noteworthy initiatives underscore the commitment to maternal and child health in Ethiopia. The establishment of the National Nutrition Programme and the National Guideline on Adolescent, Maternal, Infant, and Young Child Nutrition in 2013 (<xref ref-type="bibr" rid="ref30">30</xref>) symbolizes a concerted effort to uphold international standards, foster appropriate feeding practices and caregiving approaches, and foster a brighter future for mothers and children in the country.</p>
<p>Enhancing nutritional education, integrating maternal mental health into regular maternal healthcare services, providing psychotherapy support while breastfeeding may have more impact than routine counseling, offering financial assistance to mothers with low income, and providing health education to multiparous women are crucial interventions to enhance appropriate infant feeding practices (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>).</p>
<p>While Ethiopia has witnessed a gradual increase in EBF prevalence, suboptimal EBF practices persist as a significant contributor to child mortality in the country. Concurrently, PPD emerges as a notable public health concern, negatively impacting a new mother&#x2019;s health and her ability to provide nurturing care to her infant. Despite the lack of substantial evidence in Ethiopia and the study areas regarding the impact of PPD on EBF practices, this study endeavors to fill this gap. EBF has been encouraged for mothers who deliver at healthcare facilities. Yet, diagnosing PPD in the community remains challenging without severe cases being identified by healthcare professionals at these facilities. This study was conducted to shed light on this community issue. The primary objective is to investigate the interconnected relationship between PPD and EBF practices, along with exploring other pertinent factors, in Assosa Town, Benishangul-Gumuz Region, West Ethiopia.</p>
</sec>
<sec sec-type="methods|materials" id="sec6">
<title>Methods and materials</title>
<p>This community-based cross-sectional study was conducted in Assosa Town, Benishangul-Gumuz Region, West Ethiopia, from 7 March to 5 April 2019. Assosa zone is one of the three zones in Benishangul-Gumuz Regional State. It is situated 665 kilometers from Addis Ababa, the capital city of Ethiopia, with an elevation ranging from 580 to 1,668 meters above sea level. The Mao-Komo special woreda borders Assosa Town to the south, Sudan to the west, and the Kamashi zone to the northeast. The zone&#x2019;s population, consisting of various ethnic groups, was estimated to be 477,852 people based on the 2007 census data, with 6,000 identified as breastfeeding women. In the latest data available, it was indicated that approximately 151,890 are women of reproductive age. Among them, 804 mothers gave birth at a health facility (<xref ref-type="bibr" rid="ref24">24</xref>).</p>
<sec id="sec7">
<title>Source/study population, and inclusion/exclusion criteria</title>
<p>The source population encompassed all lactating mothers with children under the age of 1&#x2009;year residing in Assosa Town.</p>
<p>The inclusion criteria were lactating mothers with children under the age of 1&#x2009;year residing in Assosa Town for the last 6&#x2009;months. Whereas, those who were seriously ill or unable to communicate were excluded from the study.</p>
</sec>
<sec id="sec8">
<title>Sample size determination</title>
<p>A final sample size of 462 was calculated using a single population proportion formula by considering the following assumptions: drawn from a study conducted in Debre Birhan: 70.8% estimated proportion of EBF (<xref ref-type="bibr" rid="ref33">33</xref>), 5% margin error, 95% confidence interval (CI), 5% allowance for non-response rate, and 1.5 design effect and correction formula with a source population of 6,000 (&#x003C;10,000) at the study period.</p>
</sec>
<sec id="sec9">
<title>Sampling procedures</title>
<p>The study participants were chosen through a systematic random sampling method. Initially, three kebeles in Assosa Town were selected using a lottery method. Prior to the actual data collection period, information on mothers who had given birth within the previous 12&#x2009;months was gathered from family folders and delivery registration books in each Woreda Health Office of the selected kebeles to construct a sampling frame.</p>
<p>Each household was consecutively given a corresponding house number according to the sampling frame and k-value calculated. Since the sampling interval was calculated to be four, every fourth interval was used to enroll the study participants. If a household had more than one lactating mother with a history of birth in the previous 12&#x2009;months, one of the women was recruited using the lottery method. Probability proportional to size allocation was used to allocate the study participants in each Kebele.</p>
<p>A structured and pre-tested questionnaire was used to collect the data. The questionnaire was developed based on tools that were applied in other related studies (<xref ref-type="bibr" rid="ref6">6</xref>&#x2013;<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref34">34</xref>) and the Edinburgh Postnatal Depression Scale (EPDS) (<xref ref-type="bibr" rid="ref35">35</xref>). The questionnaire&#x2019;s validity was checked through the application of relevant validity criteria (content validity). Moreover, this tool was validated by the study conducted in Addis Ababa, Ethiopia (<xref ref-type="bibr" rid="ref36">36</xref>). Furthermore, the EPDS was used solely as a screening tool and not for diagnostic purposes.</p>
<p>After the pre-test, a reliability test was performed, and the questionnaire&#x2019;s internal reliability (coefficient alpha) was found to be 0.87. For data collection and supervision, six midwives were employed, four with diplomas and two with bachelor&#x2019;s degrees who were fluent in the local language. We employed midwives for the sake of giving clinical advice to mothers who have mixed feeding and depression as well, due to ethical concerns. The data quality was maintained throughout the study. Initially, the questionnaire was translated into Amharic (the local language) and back-translated into English to ensure consistency before data collection started. Both data collectors and supervisors also received 2&#x2009;days of training on the study&#x2019;s goals, data collection methods, and interview protocol. Furthermore, the questionnaire was pre-tested on 5% of the total sample size, which included participants from outside the studied area. The questionnaire&#x2019;s completeness, accuracy, and applicability were thoroughly examined. In cases where mothers were not present during the initial visit by data collectors, revisits were conducted two or three times, with a gap of 2&#x2013;3&#x2009;days between visits if possible. The investigators and supervisor consistently reviewed completed questionnaires to ensure the completeness and accuracy of the details. Additionally, all data underwent meticulous entry and cleaning procedures before the analysis.</p>
</sec>
<sec id="sec10">
<title>Study variables</title>
<p>The principal outcome variable in this study was EBF practice. The primary independent variable was PPD, while secondary independent variables encompassed socio-demographic factors, including the age of mothers, age of children, marital status, wealth status, husband support, and educational status. Additionally, obstetric history variables, such as gravida, antenatal care (ANC) visit, place of delivery, mode of delivery, and postnatal care, were considered.</p>
</sec>
<sec id="sec11">
<title>Measurements</title>
<sec id="sec12">
<title>EBF</title>
<p>In this study, self-reporting was used to determine EBF. &#x201C;EBF&#x201D; was considered if the mother responded &#x201C;yes&#x201D; to the question is your baby solely receives breast milk, no other liquids or solids are offered, including water (except for oral rehydration solution, vitamin, mineral, or medicine drops, and syrups) during the first 6&#x2009;months of the infant&#x2019;s life (<xref ref-type="bibr" rid="ref35">35</xref>).</p>
<p>Depression that begins within 1&#x2009;month of childbirth and lasts more than 2&#x2009;weeks is known as PPD. During the EBF period, a self-reported diagnosis of depression was used to assess the depressive status of the mother. It comprised 21 items, each measured on a scale of 0 to 3, and the total sum was 0 to 63. Women with an EPDS &#x2265;10 were considered to have PPD (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref37">37</xref>).</p>
</sec>
</sec>
<sec id="sec13">
<title>Statistical analysis</title>
<p>The SPSS version 24 software was used for data entry and computing statistical analysis. Descriptive statistics such as socio-demographic characteristics, obstetric history, breastfeeding, and PPD are presented in a table, figure, and standard deviation to summarize the findings. Initially, bivariable binary logistic regression analysis was used to detect candidate variables for multivariable binary logistic regression analysis. Then, all independent variables having a <italic>p-</italic>value of &#x2264;0.25 in the bivariate logistic regression analysis were entered into the multivariable logistic regression analysis to find out the independent factors. An odds ratio with a 95% CI was used to decide the strength and direction of the association between the dependent and independent variables. To ensure the necessary assumptions for multivariable binary logistic regressions, a Hosmer&#x2013;Lemeshow goodness-of-fit test was used and met. Finally, the significance level was declared at a <italic>p</italic>-value of <italic>&#x003C;</italic>0.05.</p>
</sec>
<sec id="sec14">
<title>Ethics approval and consent to participation</title>
<p>The study protocol was approved by the Institutional Review Board of Jimma University, the Institute of Health, and the Faculty of Health Science. Additionally, all relevant authorities in the Benishangul-Gumuz Regional Health Bureau gave their authorization. Before enrollment in the study, participants provided written informed consent. A right thumbprint was used as a signature for participants who were unable to write. For participants under the age of 18, parental or legal guardian consent was obtained. The study was fully voluntary, and participants were told of their right to withdraw at any time. Data were collected confidentially, and it was de-identified, de-linked, and stored in a safe location.</p>
</sec>
</sec>
<sec sec-type="results" id="sec15">
<title>Results</title>
<sec id="sec16">
<title>Sociodemographic and obstetric characteristics</title>
<p>The mean age of the respondents was 28.4&#x2009;&#x00B1;&#x2009;4.7&#x2009;years with a response rate of 97.4%. The majority of respondents were married 429 (95.3%), 146 (32.4%) were Amhara in ethnics, 243 (60.3%) were housewives, and 180 (40%) had no formal education. In terms of obstetric characteristics, 335 (74.4%) of the respondents were primiparous, while 197 (43.8%) had ANC visits. The majority of the respondents, 431 (95.8%), gave birth vaginally. Other socio-demographic and obstetric characteristics are presented in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Socio-demographic and obstetric characteristics of the participants in Assosa Town, West Ethiopia, 2019.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Frequency (<italic>n</italic> =&#x2009;450)</th>
<th align="center" valign="top">Percent</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="3"><italic>Age of the mothers in years</italic></td>
</tr>
<tr>
<td align="left" valign="top">&#x2264;25</td>
<td align="center" valign="top">147</td>
<td align="center" valign="top">32.7</td>
</tr>
<tr>
<td align="left" valign="top">26&#x2013;30</td>
<td align="center" valign="top">166</td>
<td align="center" valign="top">36.9</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;31</td>
<td align="center" valign="top">137</td>
<td align="center" valign="top">30.4</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Ethnicity</italic></td>
</tr>
<tr>
<td align="left" valign="top">Amhara</td>
<td align="center" valign="top">146</td>
<td align="center" valign="top">32.4</td>
</tr>
<tr>
<td align="left" valign="top">Oromo</td>
<td align="center" valign="top">117</td>
<td align="center" valign="top">26.0</td>
</tr>
<tr>
<td align="left" valign="top">Berta</td>
<td align="center" valign="top">145</td>
<td align="center" valign="top">32.2</td>
</tr>
<tr>
<td align="left" valign="top">Others</td>
<td align="center" valign="top">42</td>
<td align="center" valign="top">9.4</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Marital status</italic></td>
</tr>
<tr>
<td align="left" valign="top">Married</td>
<td align="center" valign="top">429</td>
<td align="center" valign="top">95.3</td>
</tr>
<tr>
<td align="left" valign="top">Others</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">4.7</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Age of the child in months</italic></td>
</tr>
<tr>
<td align="left" valign="top">0&#x2013;3</td>
<td align="center" valign="top">165</td>
<td align="center" valign="top">36.7</td>
</tr>
<tr>
<td align="left" valign="top">4&#x2013;6</td>
<td align="center" valign="top">135</td>
<td align="center" valign="top">30.0</td>
</tr>
<tr>
<td align="left" valign="top">7&#x2013;12</td>
<td align="center" valign="top">150</td>
<td align="center" valign="top">33.3</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Maternal educational status</italic></td>
</tr>
<tr>
<td align="left" valign="top">No formal education</td>
<td align="center" valign="top">180</td>
<td align="center" valign="top">40</td>
</tr>
<tr>
<td align="left" valign="top">Primary education</td>
<td align="center" valign="top">145</td>
<td align="center" valign="top">32.3</td>
</tr>
<tr>
<td align="left" valign="top">Secondary education</td>
<td align="center" valign="top">85</td>
<td align="center" valign="top">18.8</td>
</tr>
<tr>
<td align="left" valign="top">College and above</td>
<td align="center" valign="top">40</td>
<td align="center" valign="top">8.9</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Mothers&#x2019; occupation</italic></td>
</tr>
<tr>
<td align="left" valign="top">Government employee</td>
<td align="center" valign="top">116</td>
<td align="center" valign="top">25.8</td>
</tr>
<tr>
<td align="left" valign="top">Merchant</td>
<td align="center" valign="top">103</td>
<td align="center" valign="top">22.9</td>
</tr>
<tr>
<td align="left" valign="top">Housewife</td>
<td align="center" valign="top">200</td>
<td align="center" valign="top">44.5</td>
</tr>
<tr>
<td align="left" valign="top">Daily laborer</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">6.8</td>
</tr>
<tr>
<td align="left" valign="top"><italic>ANC visits</italic></td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">197</td>
<td align="center" valign="top">43.8</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">253</td>
<td align="center" valign="top">56.2</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Postnatal care follow-up</italic></td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">277</td>
<td align="center" valign="top">61.6</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">173</td>
<td align="center" valign="top">38.4</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Place of delivery</italic></td>
</tr>
<tr>
<td align="left" valign="top">Health facility</td>
<td align="center" valign="top">331</td>
<td align="center" valign="top">73.6</td>
</tr>
<tr>
<td align="left" valign="top">Home</td>
<td align="center" valign="top">119</td>
<td align="center" valign="top">26.4</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Mode of delivery</italic></td>
</tr>
<tr>
<td align="left" valign="top">Vaginal delivery</td>
<td align="center" valign="top">431</td>
<td align="center" valign="top">95.8</td>
</tr>
<tr>
<td align="left" valign="top">Cesarean section</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">4.2</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Gravidity</italic></td>
</tr>
<tr>
<td align="left" valign="top">Primiparous</td>
<td align="center" valign="top">335</td>
<td align="center" valign="top">74.4</td>
</tr>
<tr>
<td align="left" valign="top">Multiparous</td>
<td align="center" valign="top">115</td>
<td align="center" valign="top">25.6</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Having the husband&#x2019;s support</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">203</td>
<td align="center" valign="top">45.1</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">247</td>
<td align="center" valign="top">54.9</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec17">
<title>Breastfeeding practices</title>
<p>The prevalence of EBF during the first 6&#x2009;months of life was observed to be 58.2% (95% CI: 51.4&#x2013;65.7). The majority of respondents, 386 (85.8%), replied they were informed about EBF at some point, 304 (67.6%) of them started breastfeeding within 1&#x2009;h of birth, and half, 225 (50%), said they got information from health care providers. Of all respondents, approximately half (217 (48.2%)) expressed and discarded their colostrum. In terms of EBF frequency, the majority, 325 (72.2%), of the respondents gave breast milk to their infant eight times and above per 24&#x2009;h (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Breastfeeding practice-related characteristics of the participant in Assosa Town, West Ethiopia, 2019.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Frequency (<italic>n</italic> =&#x2009;450)</th>
<th align="center" valign="top">Percent</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="3"><italic>Practiced EBF</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">262</td>
<td align="center" valign="top">58.2</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">188</td>
<td align="center" valign="top">41.8</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Ever heard about EBF</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">386</td>
<td align="center" valign="top">85.8</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">64</td>
<td align="center" valign="top">14.2</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Expressed and discarded colostrum</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">217</td>
<td align="center" valign="top">48.2</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">233</td>
<td align="center" valign="top">51.8</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Started first breastfeeding within one hour</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">304</td>
<td align="center" valign="top">67.6</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">146</td>
<td align="center" valign="top">32.4</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Know the exact duration of EBF</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">286</td>
<td align="center" valign="top">63.6</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">164</td>
<td align="center" valign="top">36.4</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Know the importance of EBF</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">448</td>
<td align="center" valign="top">99.6</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0.4</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Frequency of breastfeeding</italic></td>
</tr>
<tr>
<td align="left" valign="top">&#x003C; 8</td>
<td align="center" valign="top">125</td>
<td align="center" valign="top">27.8</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265; 8</td>
<td align="center" valign="top">325</td>
<td align="center" valign="top">72.2</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3"><italic>Source of information about breastfeeding</italic></td>
</tr>
<tr>
<td align="left" valign="top">From healthcare providers</td>
<td align="center" valign="top">225</td>
<td align="center" valign="top">50.0</td>
</tr>
<tr>
<td align="left" valign="top">Husband</td>
<td align="center" valign="top">147</td>
<td align="center" valign="top">32.6</td>
</tr>
<tr>
<td align="left" valign="top">Health extension workers</td>
<td align="center" valign="top">58</td>
<td align="center" valign="top">12.9</td>
</tr>
<tr>
<td align="left" valign="top">Others</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">4.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec18">
<title>Distribution between the level of EBF practices and PPD</title>
<p>The prevalence of EBF practices was higher among mothers without PPD (54%), than among postpartum depressed mothers (4.2%) (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Distribution between the level of EBF practices and PPD.</p>
</caption>
<graphic xlink:href="fnut-11-1357264-g001.tif"/>
</fig>
</sec>
<sec id="sec19">
<title>The scale of PPD score</title>
<p>The overall prevalence of PPD in the study area was 18.7% [95% CI: 15.94&#x2013;26.6] (<xref ref-type="fig" rid="fig2">Figure 2</xref>) based on the EPDS screening tool.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Magnitude of PPD among lactating mothers in Assosa Town, West Ethiopia, 2019.</p>
</caption>
<graphic xlink:href="fnut-11-1357264-g002.tif"/>
</fig>
</sec>
<sec id="sec20">
<title>PPD and other factors associated with EBF practices</title>
<p>In this study, mothers who experienced PPD had 86% reduced odds of EBF their babies than their counterparts (AOR&#x2009;=&#x2009;0.14. 95% CI: 0.12&#x2013;0.8) The outcomes of multivariate logistic regression showed that having a medium level of income, being multiparous, ANC visits, giving birth by a vaginal route, having a husband&#x2019;s support, and experiencing PPD were significantly associated factors of EBF.</p>
<p>Mothers from middle-income households had 8.7 times higher odds of practicing EBF in comparison to mothers of lower-income households [AOR&#x2009;=&#x2009;8.7, 95 CI (4.2&#x2013;17.2)]. Similarly, the odds of practicing EBF were 9.8 times higher among mothers who gave birth vaginally than those who had a cesarean section [AOR&#x2009;=&#x2009;9.8, 95% CI (5.6&#x2013;17.4)]. In addition, mothers who were supported by their husbands were 5.3-folds more likely to practice EBF than mothers who were not supported by their husbands [AOR&#x2009;=&#x2009;5.3, 95% CI (4.6&#x2013;12.7)]. Likewise, mothers receiving ANC visits had 4.9 times greater probabilities of practicing EBF in comparison to their counterparts [AOR&#x2009;=&#x2009;4.9, 95% CI (3.4&#x2013;14.1)]. Furthermore, the odds of practicing EBF for multiparous mothers were six times higher when compared to primiparous mothers [AOR&#x2009;=&#x2009;5.8, 95%CI (4.9&#x2013;10.8)] (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Binary and multivariate logistic regression results for factors associated with exclusive breastfeeding in Assosa Town, West Ethiopia, 2019.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Variables</th>
<th align="center" valign="top" colspan="2">EBF</th>
<th align="center" valign="top" rowspan="2">(COR 95% CI)</th>
<th align="center" valign="top" rowspan="2">(AOR 95% CI)</th>
</tr>
<tr>
<th align="center" valign="top">Yes</th>
<th align="center" valign="top">No</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="5"><italic>Age in years</italic></td>
</tr>
<tr>
<td align="left" valign="top">&#x2264;25</td>
<td align="center" valign="top">88</td>
<td align="center" valign="top">59</td>
<td align="center" valign="top">0.9 (0.57&#x2013;3.4)</td>
<td align="center" valign="top">0.7 (0.4&#x2013;2.2)</td>
</tr>
<tr>
<td align="left" valign="top">26&#x2013;30</td>
<td align="center" valign="top">103</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">1.3 (0.86&#x2013;9.2)<sup>&#x002A;</sup></td>
<td align="center" valign="top">1.2 (0.73&#x2013;6.7)</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;31</td>
<td align="center" valign="top">71</td>
<td align="center" valign="top">66</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5"><italic>Wealth status of the mother</italic></td>
</tr>
<tr>
<td align="left" valign="top">Low</td>
<td align="center" valign="top">121</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">2 (0.8&#x2013;5)</td>
<td align="center" valign="top">1.7 (0.6&#x2013;4.2)</td>
</tr>
<tr>
<td align="left" valign="top">Medium</td>
<td align="center" valign="top">101</td>
<td align="center" valign="top">57</td>
<td align="center" valign="top">9.3 (6.2&#x2013;27.1)<sup>&#x002A;</sup></td>
<td align="center" valign="top">8.7 (4.2&#x2013;17.2)<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">High</td>
<td align="center" valign="top">40</td>
<td align="center" valign="top">111</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5"><italic>Gravidity</italic></td>
</tr>
<tr>
<td align="left" valign="top">Multiparous</td>
<td align="center" valign="top">231</td>
<td align="center" valign="top">104</td>
<td align="center" valign="top">6 (3.7&#x2013;9.6)<sup>&#x002A;</sup></td>
<td align="center" valign="top">5.8 (4.9&#x2013;10.8)<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Primiparous</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">84</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5"><italic>ANC visits</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">197</td>
<td align="center" valign="top">64</td>
<td align="center" valign="top">5.9 (3.8&#x2013;18.7)<sup>&#x002A;</sup></td>
<td align="center" valign="top">4.9 (3.4&#x2013;14.1)<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">124</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5"><italic>Having the husband&#x2019;s support</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">203</td>
<td align="center" valign="top">70</td>
<td align="center" valign="top">5.6 (5.3&#x2013;12.8)<sup>&#x002A;</sup></td>
<td align="center" valign="top">5.3 (4.6&#x2013;12.7)<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">117</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5"><italic>Mode of delivery</italic></td>
</tr>
<tr>
<td align="left" valign="top">Spontaneous vaginal</td>
<td align="center" valign="top">243</td>
<td align="center" valign="top">102</td>
<td align="center" valign="top">10.7 (6.2&#x2013;18.6)<sup>&#x002A;</sup></td>
<td align="center" valign="top">9.8 (5.6&#x2013;17.4)<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Cesarean section</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">86</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top">Reference</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5"><italic>Experiencing postpartum depression</italic></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">0.15 (0.11&#x2013;0.7)<sup>&#x002A;</sup></td>
<td align="center" valign="top">0.14 (0.12&#x2013;0.8)<sup>&#x002A;&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">243</td>
<td align="center" valign="top">123</td>
<td align="center" valign="top">Reference</td>
<td align="center" valign="top">Reference</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x002A;</sup>&#x2009;=&#x2009;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.25, <sup>&#x002A;&#x002A;</sup>&#x2009;=&#x2009;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec21">
<title>Discussion</title>
<p>This study investigated PPD and associated factors related to EBF practices among lactating mothers in Assosa Town. The findings revealed that only 58.2% of mothers practiced EBF for the first 6&#x2009;months of their child&#x2019;s life. Moreover, the prevalence of EBF practices was higher among mothers without PPD (54%) than among PPD mothers (4.2%). Notably, the prevalence of EBF in this study was higher than reported rates in studies conducted in Tigray, Addis Ababa, Gojjam, and Somaliland, where EBF rates were documented as 26.9, 29.3, 50.1, and 20.47%, respectively (<xref ref-type="bibr" rid="ref6">6</xref>&#x2013;<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref38">38</xref>). The variations in EBF rates across different regions could be attributed to socioeconomic and cultural differences in infant feeding practices. Additionally, disparities may arise from the varying levels of emphasis and effort that countries dedicate to promoting EBF. Cultural norms, healthcare infrastructure, and awareness campaigns can significantly influence the prevalence of EBF in different parts of the world. In contrast, this study found a smaller prevalence of EBF compared with studies carried out in Hawassa, Wolaita, Goba, and Dire Dawa, which were 60.9, 64.8, 71.3, and 81.1%, respectively (<xref ref-type="bibr" rid="ref39">39</xref>&#x2013;<xref ref-type="bibr" rid="ref42">42</xref>). The differences observed in our research findings may be attributed to variations in the study area, sample size, sociocultural factors, economic conditions, and the implementation of EBF practices. These diverse factors can contribute to discrepancies in the prevalence and promotion of EBF in different research contexts.</p>
<p>This study revealed that there was a negative association between EBF and PPD. This finding is in line with studies conducted in Brazil (<xref ref-type="bibr" rid="ref43">43</xref>), Bangladesh (<xref ref-type="bibr" rid="ref44">44</xref>), China (<xref ref-type="bibr" rid="ref45">45</xref>), and the Democratic Republic of the Congo (<xref ref-type="bibr" rid="ref46">46</xref>). The observed association between PPD and lower EBF rates could be attributed to the potential detrimental impact of PPD on a mother&#x2019;s self-esteem and memory. These effects may contribute to a shorter duration of breastfeeding and negative postnatal birth experiences, ultimately influencing maternal interaction with their newborns. The psychological and emotional challenges associated with PPD may influence a mother&#x2019;s ability and willingness to engage in sustained breastfeeding practices. Moreover, women experiencing depression are more likely to have insufficient interactions with their newborns, including reduced touching, sensitivity, and skin-to-skin contact. These factors can increase the likelihood of encountering breastfeeding difficulties. The emotional and psychological state of a depressed mother may impact her ability to establish and maintain positive bonding experiences with her infant, potentially influencing the breastfeeding journey.</p>
<p>We need to acknowledge that the association between PPD and EBF is uncertain. Some studies support that it is PPD that decreases the success of breastfeeding; however, others argue that the discontinuation of breastfeeding leads to a higher risk of experiencing PPD (<xref ref-type="bibr" rid="ref47">47</xref>&#x2013;<xref ref-type="bibr" rid="ref49">49</xref>). Further research and personalized care can shed more light on how these factors interplay and how best to support mothers in managing PPD and achieving successful breastfeeding practices.</p>
<p>In this study, infants born to mothers in the middle wealth index were found to be more likely to practice EBF than those born to mothers in the lowest wealth index. This finding is consistent with previous studies undertaken in Bahir Dar (<xref ref-type="bibr" rid="ref34">34</xref>), Kenya (<xref ref-type="bibr" rid="ref50">50</xref>), Ghana (<xref ref-type="bibr" rid="ref51">51</xref>), Nigeria (<xref ref-type="bibr" rid="ref52">52</xref>), India (<xref ref-type="bibr" rid="ref53">53</xref>), and Australia (<xref ref-type="bibr" rid="ref54">54</xref>). The observed association may be due to higher-income mothers having more access to different information that can help them better understand the benefits of EBF. This finding, however, contradicts the earlier research conducted in Addis Ababa (<xref ref-type="bibr" rid="ref7">7</xref>), East Gojjam (<xref ref-type="bibr" rid="ref8">8</xref>), and Bangladesh (<xref ref-type="bibr" rid="ref44">44</xref>). These variations may be the result of socioeconomic and demographic differences between the regions.</p>
<p>Similarly, mothers who have their husband&#x2019;s support had higher odds of practicing EBF than their counterparts. The finding is similar to the prior studies conducted in East Gojjam, Ethiopia (<xref ref-type="bibr" rid="ref8">8</xref>), the United Kingdom (<xref ref-type="bibr" rid="ref55">55</xref>), Nepal (<xref ref-type="bibr" rid="ref56">56</xref>), and Vietnam (<xref ref-type="bibr" rid="ref57">57</xref>). The explanation for this may be that the husband&#x2019;s involvement is important in family and household decision-making, as well as many other aspects of family life, including infant feeding practices. Moreover, the odds of practicing EBF were higher among multiparous than primiparous mothers. This result is similar to that of the studies undertaken in Malawi (<xref ref-type="bibr" rid="ref58">58</xref>) and Indonesia (<xref ref-type="bibr" rid="ref59">59</xref>). The explanation for this may be that multiparous mothers are more likely to practice EBF because they have prior breastfeeding experience.</p>
<p>Likewise, in this study, receiving ANC was positively associated with EBF practice. This finding is supported by studies carried out in Bahir Dar (<xref ref-type="bibr" rid="ref34">34</xref>), Tanzania (<xref ref-type="bibr" rid="ref60">60</xref>), Nigeria (<xref ref-type="bibr" rid="ref52">52</xref>), Malawi (<xref ref-type="bibr" rid="ref58">58</xref>), and India (<xref ref-type="bibr" rid="ref53">53</xref>). This indicates that the ANC has a substantial influence on EBF. As a result, mothers who follow an ANC visit may have a strong chance to receive nutritional counseling and education about infant feeding, which includes EBF. Besides, this study revealed that mothers who gave birth vaginally were more likely than those who had a cesarean section to exclusively breastfeed their babies. This finding is consistent with a study from Bahir Dar (<xref ref-type="bibr" rid="ref34">34</xref>), Hawassa (<xref ref-type="bibr" rid="ref39">39</xref>), Nigeria (<xref ref-type="bibr" rid="ref52">52</xref>), and Nepal (<xref ref-type="bibr" rid="ref57">57</xref>). The reason could be that timely hospital discharge and reconnection with the families of vaginally delivered mothers can make postnatal care simpler and increase the chances of practicing EBF. In addition, the mother&#x2019;s pain caused her to delay giving the baby breast milk and instead use formula or cow milk as a first option.</p>
<p>The strengths of this study comprise the fact that respondents were enrolled using the probability sampling technique to maintain the representativeness of the study, which made it community-based, and various methods were used to maintain the quality of data.</p>
<p>However, there are some limitations to this study. First, this study used a cross-sectional study design, making causal associations difficult to establish. Second, the result was determined by self-report; recall and social desirability bias may have affected the underestimation or overestimation of the correlation between the dependent and the independent variables. Moreover, the generalizability of the findings to other populations or regions may be limited due to cultural, socioeconomic, and healthcare system differences. Future research could benefit from including a more diverse sample or conducting similar studies in different settings.</p>
</sec>
<sec sec-type="conclusions" id="sec22">
<title>Conclusion</title>
<p>In conclusion, the prevalence of EBF was found to be low, contrasting with international recommendations advocating for EBF for children under the age of 6&#x2009;months. Additionally, the study identified an association between PPD and EBF practices. These findings underscore the need for targeted interventions and support to promote optimal breastfeeding practices, particularly in the context of maternal mental health. Owing to a medium level of income, being multiparous, having an ANC visit, vaginal delivery, receiving husband&#x2019;s support, and experiencing PPD were independently associated factors of EBF. Hence, it is imperative to intensify efforts toward early detection and treatment of PPD, enhancing household income, promoting ANC, and encouraging active husband involvement to enhance EBF practices. Additionally, future research with robust study designs should be undertaken to comprehensively explore the diverse underlying factors influencing EBF. This will contribute to a more nuanced understanding and inform targeted strategies to improve breastfeeding practices.</p>
</sec>
<sec sec-type="data-availability" id="sec23">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec24">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Jimma University Institutional Review Board. 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="sec25">
<title>Author contributions</title>
<p>AbA: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. YM: Formal analysis, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. HH: Formal analysis, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. HM: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MJ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MA: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AK: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. TM: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. BB: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. EA: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AnA: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. BekM: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. BehM: Supervision, Software, Writing &#x2013; review &#x0026; editing. SK: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. KA: Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec26">
<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>
<sec sec-type="COI-statement" id="sec27">
<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="sec100" 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>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr"><p>ANC, Antenatal care; AOR, Adjusted odds ratio; COR, Crude odds ratio; CI, Confidence interval; EBF, Exclusive breastfeeding; WHO, World Health Organization; PPD, Postpartum depression; SPSS, Statistical Package for Social Sciences</p></fn>
</fn-group>
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