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However, in many regions, including Latin America, cesarean delivery rates have risen abruptly to levels that are higher than what are recommended or expected solely based on obstetric indications. This study aimed to investigate the rates of cesarean delivery and primary indications at Hospitalito Atitlán, a non-profit hospital serving a rural, indigenous Maya population in Guatemala, and to assess provider attitudes and beliefs about mode of delivery and knowledge of the indications and risks of cesarean delivery. Methods This is a mixed methods descriptive study that included retrospective data collection and surveys. Demographic and health information about the pregnancy and delivery was collected from all patients who delivered at Hospitalito Atitlán between 11/2023 and 10/2024. Qualitative data was collected using REDCap survey administered to all physicians, nurses, and staff at Hospitalito Atitlán from November 18–29, 2024. Results Of the 98 deliveries over the 11 month study period, 83 (85%) were by cesarean delivery. The two most common listed indications for cesarean delivery were previous cesarean delivery and non-reassuring fetal heart tracing (each 27.7%). The third most common indication was oligohydramnios (18.1%). The 17 survey participants consisted of general practitioners, nurses, and other staff. No OBGYNs participated in the survey. The majority of participants wanted to avoid unnecessary cesarean deliveries (82.4%) and were interested in learning about the indications for (82%) and complications of (75.5%) cesarean delivery. Conclusions Cesarean delivery rates at Hospitalito Atitlán exceed the national average, suggesting that factors other than medical indications may be contributing. Staff expressed interest in reducing unnecessary cesarean deliveries, highlight opportunities for targeted education and interventions. maternal global health health equity obstetrics evidence-based practice cesarean section Latin America health provider attitudes Maya Figures Figure 1 Background There has been an overall decrease in maternal mortality worldwide, dropping by 29% from 1990 to 2015. ( 1 ) However, disparities in maternal and neonatal outcomes persist, with countries in sub-Saharan Africa having a maternal mortality ratio (MMR) 2.4 times the global average. ( 2 ) The decrease in maternal mortality globally is in large part due to improved access to facility-based births and Emergency Obstetric Care (EMoC), including cesarean delivery. ( 3 ) ( 4 ) Cesarean delivery is a life-saving procedure that can effectively prevent maternal and neonatal mortality when medically indicated. However, in many regions, including Latin America, cesarean delivery rates have risen to levels that are higher than recommended. ( 5 ) Since 1985, the World Health Organization (WHO) has suggested that cesarean delivery rates above 10–15% are not associated with further reductions in maternal or neonatal mortality. ( 6 ) The estimated cesarean delivery rates in Latin America (35% ( 7 )) and in Guatemala (26% ( 8 )) are above the WHO recommendations and are higher than expected solely based on obstetric indications. The increase in cesarean delivery rates multifactorial, involving social ( 9 ), cultural, healthcare system ( 10 ), socioeconomic ( 11 ), and patient factors ( 12 ). In addition, evidence shows that many cesarean deliveries are performed without a clear medical indication, as an increasing proportion of cesarean deliveries occur in low-risk groups, such as patients with nulliparous, term, singleton, and vertex (NSTV) pregnancies. ( 13 ) To address this, guidelines have been created with the aim of reducing the rate of cesarean deliveries. ( 14 ) ( 15 ) Cesarean delivery in low resource settings carries unique and increased maternal and neonatal risks. ( 16 ) The reasons for poorer outcomes can be conceptualized in the three delays model: delay in deciding to seek care, delay in reaching the healthcare facility, and delay in receiving adequate care in the healthcare facility. Specifically, contributing factors include limited access to prenatal care, less equipped facilities, poor sanitation, limited access to blood products, short interval pregnancies secondary to poor access to contraception, and higher rates of abnormal placentation. ( 17 ) The increased morbidity and mortality from cesarean delivery in low resource settings emphasizes the importance of avoiding cesarean delivery without a medical indication. This descriptive study examined cesarean delivery rates, primary indications, and provider perspectives at Hospitalito Atitlán (HA), a non-profit hospital serving a rural, indigenous Maya population in Guatemala. Methods Study aims and design This mixed methods descriptive study aimed to investigate the rates of cesarean delivery and primary indications at Hospitalito Atitlán in Santiago Atitlán, Guatemala. In addition, the study aimed to asses provider attitudes and beliefs about the mode of delivery and provider understanding of the indications and risks of cesarean delivery. The study included retrospective data collection and surveys of Hospitalito Atitlán staff and providers. Given the descriptive objectives of the study, no inferential statistical analyses were performed. Quantitative data and survey responses are summarized descriptively. The study was reviewed by the George Washington University Institutional Review Board (IRB) and determined to be exempt from IRB review (FWA00005945). Study Population Hospitalito Atitlán (HA) is a small nonprofit hospital that serves 75,000 rural, indigenous community members in the town of Santiago Atitlán, located in the department of Sololá, Guatemala. This is the only hospital that provides 24/7 emergency care services within a 2 hour radius. All patients between the ages of 18 and 50 who delivered at Hospitalito Atitlán between 11/2023 and 10/2024 were included in the retrospective chart review. All physicians, nurses, and staff at Hospitalito Atitlán were eligible to participate in the voluntary and anonymous survey. Data Collection Demographic and health information about the pregnancy and delivery were collected from all patients who delivered at Hospitalito Atitlán between 11/2023 and 10/2024 through retrospective chart review of paper charts. The following data was collected: age, gravity/parity, location or prenatal care, gestational age at delivery, labor (spontaneous or induction of labor, not in labor), birth attendant, mode of delivery, indication for cesarean delivery, and maternal outcomes postpartum. Data were de-identified data and entered directly into a REDCap database. Qualitative data was collected using a REDCap survey administered to all physicians, nurses, and staff at Hospitalito Atitlán from November 18–29, 2024. Informed consent was obtained from participants prior to survey completion. Results Study Population There were a total of 98 deliveries at Hospitalito Atitlán during the study period. The mean age was 28.3 years old. The majority of pregnancies were full term, with a mean gestational age at delivery of 38 weeks and 6 days. There were only 6 (6.1%) preterm deliveries. There were 46 (46.9%) primigravid and 52 (53.1%) multigravid participants in the study population. The majority of births (92.9%) were attended by an OBGYN physician. Only 40 (40.8%) of participants had received prenatal care at Hospitalito Atitlán prior to presenting for delivery (Table 1). Mode of Delivery and Indications Of the 98 deliveries over the 11-month study period, 83 (85%) were by cesarean delivery (Table 1). The two most common listed indications for cesarean delivery were previous cesarean delivery (N = 23, 27.7%) and non-reassuring fetal heart tracing (N = 23, 27.7%). The third most common indication was oligohydramnios (N = 15, 18.1%). Other listed indications included cephalopelvic disproportion (CPD), malpresentation, preeclampsia, and failed induction (Fig. 1). Provider Surveys The 17 survey participants consisted of general practitioners, nurses, hospital administrators, and other staff. No OBGYNs participated in the survey. The majority of survey participants were local, with 8 (47.1%) from Santiago Atitlán and 5 (29.4%) from the department of Sololá. Only 4 (23.6%) survey participants were not local to Sololá, with 2 from another part of Guatemala and 2 from another country. The majority of participants ( 8 ) had less than one year of experience at Hospitalito Atitlán (47.1%). Most participants wanted to avoid unnecessary cesarean deliveries (82.4%) and expressed interest in learning about the indications (82%) and complications (75.5%). Responses were mixed regarding beliefs about the safety of cesarean delivery and trial of labor after Cesarean (TOLAC) and about whether cesarean deliveries at Hospitalito Atitlán are performed strictly for medical reasons (Table 2). Discussion Our findings demonstrate a high rate of cesarean delivery in a private, non-profit hospital in rural Guatemala, which is similar to existing global ( 5 ) and regional ( 7 ) data. Specifically, we found that the cesarean delivery rate at HA is higher than the national average (85% at HA compared to 26%). In a retrospective analysis of quality improvement data from a community outreach program providing prenatal care to the Southwest Trifinio area in Guatemala, Harrision et al found a statistically significant increase in the cesarean delivery rate between 2015 and 2017. They also identified a high cesarean delivery rate of 38% in otherwise low risk groups, including NSTV pregnancies. ( 18 ) This is consistent with our findings demonstrating a high proportion of nulliparous and young patients undergoing cesarean delivery at Hospitalito Atitlán. “A history of cesarean delivery” was one of the two most commonly listed indications for caesarean delivery in this study, which is similar to existing literature ( 7 ) ( 13 ) ( 19 ). In contrast to prior studies that cite labor dysfunction and malpresentation to be the most common indications for cesarean delivery ( 7 ) ( 18 ), our study found oligohydramnios to be one of the leading indications for cesarean delivery in this population. This raises concern that some cesarean deliveries may be performed without a clear medical indication at Hospitalito Atitlán. This is in line with global data highlighting the overuse of cesarean delivery globally and that they are often performed for non-medical indications, including patient preference, health system factors, and/or provider preference. ( 5 ) ( 12 ) Several hypotheses may explain the high cesarean delivery rate observed in this setting. A large proportion of patients did not receive prenatal care at HA and were referred by traditional birth attendants or public hospital facilities with lower levels of care. Patients are referred to HA for various reasons, including non-reassuring fetal heart tracing, lack of progression in labor, or other labor warning signs. This makes the study population inherently higher risk for cesarean delivery compared to the general birthing population in the community. A limited ability to perform an emergency cesarean delivery due to availability of anesthesia and pediatric teams at Hospitalito Atitlán may result in obstetricians performing cesarean delivery earlier than they otherwise would in a higher resource setting. There is a possibility that differences in compensation between vaginal delivery and cesarean delivery may have contributed to the high cesarean delivery rate. Patient preference likely also plays a role, as many patients self-select to deliver at the only private hospital in the area, and may be more likely to elect for cesarean delivery. The high proportion of cesarean deliveries has important implications for the population of Santiago Atitlán. In our study, we found that providers at Hospitalito Atitlán did not offer a TOLAC to any patients who presented for delivery. As a result, a history of prior cesarean delivery becomes an increasingly important determinant to the overall rate and highlights the long-term impact that a primary cesarean delivery has on future fertility and subsequent pregnancies. Given these implications, expanding consideration of TOLAC represents a potentially high-impact target for quality improvement initiatives. Future Directions Future research would be needed to assess the trends in mode of delivery at Hospitalito Atitlán over time. Additional research is also needed to determine the exact factors influencing mode of delivery at Hospitalito Atitlán in order to establish targeted interventions to lower this cesarean delivery. Providers and staff at HA indicated that they were interested in learning more about the indications and complications of cesarean delivery and were interested in lower rates of cesarean delivery at HA in our survey, which demonstrates local buy in that would facilitate future collaboration in projects on this topic. Strengths and Limitations Key strengths of this study include its mixed methods design, which allowed for the integration of quantitative data from deliveries over an 11-month period with qualitative insights into staff and provider perspectives at Hospitalito Atitlán about mode of delivery. This approach provided complementary information on cesarean delivery rates and contextual factors that may influence clinical decision making. This study has several limitations. First, as a descriptive, observational study, it was not designed to assess causal relationships. Second, we do not evaluate the change in cesarean rates over time. Third, the retrospective design and reliance on paper medical records limited the completeness of the data on patient characteristics, risk factors, labor course, as well as maternal and neonatal outcomes. Finally, no OBGYN physicians at HA participated in the survey, which may limit the generalizability of the findings related to provider attitudes. Conclusions This study found that the cesarean delivery rate at Hospitalito Atitlán is higher than the national average, which is consistent with regional and global trends. Providers and staff expressed interest in reducing unnecessary cesarean deliveries and improving knowledge of appropriate indications and associated risks. While additional research is needed to understand the drivers that influence mode of delivery in this population, these findings raise concern that some cesarean deliveries may occur without a clear medical indication. These findings underscore the need for targeted, collaborative education and training initiatives to promote evidence-based decision making regarding mode of delivery. List of Abbreviations Hospitalito Atitlán (HA) Cephalopelvic disproportion (CPD) Declarations Ethics approval and consent to participate The study was reviewed by the George Washington University Institutional Review Board (IRB) and determined to be exempt from full IRB review (FWA00005945) because it involved analysis of de-identified retrospective data and anonymous surveys. Written informed consent was obtained from all survey participants prior to participation. For the retrospective chart review, patient consent was waived due to the use of de-identified data only. All procedures adhered to the ethical standards of the Declaration of Helsinki. Consent for publication Not Applicable Availability of data and materials The datasets used during the current study are available from the corresponding author on reasonable request. Competing interests The authors report no financial or non-financial competing interests related to this work. Funding This study was supported by the Alpha Omega Alpha Society Post Graduate Award Authors' contributions MG contributed to study design and collected data. KV collected data for the retrospective chart review. VM contributed to study design and was a major contributor in writing the manuscript. EN contributed to study design, collected data, analyzed data, and was a major contributor in writing the manuscript. All authors read and approved the final manuscript. Acknowledgements Not applicable References Kassebaum NJ, Barber RM, Bhutta ZA, Dandona L, Gething PW, Hay SI, et al. Global, regional, and national levels of maternal mortality, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet. 2016;388(10053):1775–812. Cresswell JA, Alexander M, Chong MYC, Link HM, Pejchinovska M, Gazeley U et al. Global and regional causes of maternal deaths 2009–20: a WHO systematic analysis. 2025;13. Holmer H, Oyerinde K, Meara J, Gillies R, Liljestrand J, Hagander L. The global met need for emergency obstetric care: a systematic review. BJOG. 2015;122(2):183–9. Chauke L. Improving access to emergency obstetric care in low- and middle-income countries. Best Pract Res Clin Obstet Gynecol. 2025;98:102572. Boerma T, Ronsmans C, Melesse DY, Barros AJD, Barros FC, Juan L, et al. Global epidemiology of use of and disparities in caesarean sections. Lancet. 2018;392(10155):1341–8. Betran A, Torloni M, Zhang J, Gülmezoglu A, Aleem H, Althabe F, et al. WHO Statement on Caesarean Section Rates. BJOG. 2016;123(5):667–70. Villar J, Valladares E, Wojdyla D, Zavaleta N, Carroli G, Velazco A et al. Caesarean delivery rates and pregnancy outcomes: the 2005 WHO global survey on maternal and perinatal health in Latin America. 2006;367. Gobierno de Guatemala Instituto Nacional de Estadistica. Encuesta Nacional de Condicones de Vida (ENCOVI). 2016. Leone T, Padmadas SS, Matthews Z. Community factors affecting rising caesarean section rates in developing countries: An analysis of six countries. Soc Sci Med. 2008;67(8):1236–46. Al-Mufti R, McCarthy A, Fisk NM. Obstetricians’ personal choice and mode of delivery. Lancet. 1996;347(9000):544. Ronsmans C, Holtz S, Stanton C. Socioeconomic differentials in caesarean rates in developing countries: a retrospective analysis. 2006;368. Betrán AP, Temmerman M, Kingdon C, Mohiddin A, Opiyo N, Torloni MR, et al. Interventions to reduce unnecessary caesarean sections in healthy women and babies. Lancet. 2018;392(10155):1358–68. Vogel JP, Betrán AP, Vindevoghel N, Souza JP, Torloni MR, Zhang J, et al. Use of the Robson classification to assess caesarean section trends in 21 countries: a secondary analysis of two WHO multicountry surveys. Lancet Global Health. 2015;3(5):e260–70. ACOG Obstetric Care Consensus No. 1: Safe Prevention of the Primary Cesarean Delivery. Obstet Gynecol. 2014;123(3):693. ACOG Practice Bulletin No. 205: Vaginal Birth After Cesarean Delivery. Obstetrics & Gynecology. 2019;133(2):393. Bishop D, Dyer RA, Maswime S, Rodseth RN, Van Dyk D, Kluyts HL, et al. Maternal and neonatal outcomes after caesarean delivery in the African Surgical Outcomes Study: a 7-day prospective observational cohort study. Lancet Global Health. 2019;7(4):e513–22. Sandall J, Tribe RM, Avery L, Mola G, Visser GH, Homer CS, et al. Short-term and long-term effects of caesarean section on the health of women and children. Lancet. 2018;392(10155):1349–57. Harrison MS, Scarbro S, Juarez-Colunga E, Jimenez-Zambrano A, Bunge-Montes S, Bolaños GA, et al. Trends in the Mode of Delivery of Pregnant Women in Rural Guatemala from a Quality Improvement Database. Matern Child Health J. 2019;23(4):435–42. Villar J, Carroli G, Zavaleta N, Donner A, Wojdyla D, Faundes A, et al. Maternal and neonatal individual risks and benefits associated with caesarean delivery: multicentre prospective study. BMJ. 2007;335(7628):1025. Additional Declarations No competing interests reported. Cite Share Download PDF Status: Under Review Version 1 posted Reviewers invited by journal 05 Mar, 2026 Editor invited by journal 06 Feb, 2026 Editor assigned by journal 05 Feb, 2026 Submission checks completed at journal 05 Feb, 2026 First submitted to journal 02 Feb, 2026 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. 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(\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e) However, disparities in maternal and neonatal outcomes persist, with countries in sub-Saharan Africa having a maternal mortality ratio (MMR) 2.4 times the global average. (\u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2\u003c/span\u003e) The decrease in maternal mortality globally is in large part due to improved access to facility-based births and Emergency Obstetric Care (EMoC), including cesarean delivery. (\u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e3\u003c/span\u003e) (\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e)\u003c/p\u003e \u003cp\u003eCesarean delivery is a life-saving procedure that can effectively prevent maternal and neonatal mortality when medically indicated. However, in many regions, including Latin America, cesarean delivery rates have risen to levels that are higher than recommended. (\u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e) Since 1985, the World Health Organization (WHO) has suggested that cesarean delivery rates above 10\u0026ndash;15% are not associated with further reductions in maternal or neonatal mortality. (\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e) The estimated cesarean delivery rates in Latin America (35% (\u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e)) and in Guatemala (26% (\u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e8\u003c/span\u003e)) are above the WHO recommendations and are higher than expected solely based on obstetric indications. The increase in cesarean delivery rates multifactorial, involving social (\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e), cultural, healthcare system (\u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e), socioeconomic (\u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e), and patient factors (\u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e12\u003c/span\u003e). In addition, evidence shows that many cesarean deliveries are performed without a clear medical indication, as an increasing proportion of cesarean deliveries occur in low-risk groups, such as patients with nulliparous, term, singleton, and vertex (NSTV) pregnancies. (\u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e13\u003c/span\u003e) To address this, guidelines have been created with the aim of reducing the rate of cesarean deliveries. (\u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e14\u003c/span\u003e) (\u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e15\u003c/span\u003e)\u003c/p\u003e \u003cp\u003eCesarean delivery in low resource settings carries unique and increased maternal and neonatal risks. (\u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e16\u003c/span\u003e) The reasons for poorer outcomes can be conceptualized in the three delays model: delay in deciding to seek care, delay in reaching the healthcare facility, and delay in receiving adequate care in the healthcare facility. Specifically, contributing factors include limited access to prenatal care, less equipped facilities, poor sanitation, limited access to blood products, short interval pregnancies secondary to poor access to contraception, and higher rates of abnormal placentation. (\u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e17\u003c/span\u003e) The increased morbidity and mortality from cesarean delivery in low resource settings emphasizes the importance of avoiding cesarean delivery without a medical indication.\u003c/p\u003e \u003cp\u003eThis descriptive study examined cesarean delivery rates, primary indications, and provider perspectives at Hospitalito Atitl\u0026aacute;n (HA), a non-profit hospital serving a rural, indigenous Maya population in Guatemala.\u003c/p\u003e"},{"header":"Methods","content":"\u003cdiv id=\"Sec3\" class=\"Section2\"\u003e \u003ch2\u003eStudy aims and design\u003c/h2\u003e \u003cp\u003eThis mixed methods descriptive study aimed to investigate the rates of cesarean delivery and primary indications at Hospitalito Atitl\u0026aacute;n in Santiago Atitl\u0026aacute;n, Guatemala. In addition, the study aimed to asses provider attitudes and beliefs about the mode of delivery and provider understanding of the indications and risks of cesarean delivery. The study included retrospective data collection and surveys of Hospitalito Atitl\u0026aacute;n staff and providers. Given the descriptive objectives of the study, no inferential statistical analyses were performed. Quantitative data and survey responses are summarized descriptively. The study was reviewed by the George Washington University Institutional Review Board (IRB) and determined to be exempt from IRB review (FWA00005945).\u003c/p\u003e \u003c/div\u003e\n\u003ch3\u003eStudy Population\u003c/h3\u003e\n\u003cp\u003eHospitalito Atitl\u0026aacute;n (HA) is a small nonprofit hospital that serves 75,000 rural, indigenous community members in the town of Santiago Atitl\u0026aacute;n, located in the department of Solol\u0026aacute;, Guatemala. This is the only hospital that provides 24/7 emergency care services within a 2 hour radius. All patients between the ages of 18 and 50 who delivered at Hospitalito Atitl\u0026aacute;n between 11/2023 and 10/2024 were included in the retrospective chart review. All physicians, nurses, and staff at Hospitalito Atitl\u0026aacute;n were eligible to participate in the voluntary and anonymous survey.\u003c/p\u003e\n\u003ch3\u003eData Collection\u003c/h3\u003e\n\u003cp\u003eDemographic and health information about the pregnancy and delivery were collected from all patients who delivered at Hospitalito Atitl\u0026aacute;n between 11/2023 and 10/2024 through retrospective chart review of paper charts. The following data was collected: age, gravity/parity, location or prenatal care, gestational age at delivery, labor (spontaneous or induction of labor, not in labor), birth attendant, mode of delivery, indication for cesarean delivery, and maternal outcomes postpartum. Data were de-identified data and entered directly into a REDCap database.\u003c/p\u003e \u003cp\u003eQualitative data was collected using a REDCap survey administered to all physicians, nurses, and staff at Hospitalito Atitl\u0026aacute;n from November 18\u0026ndash;29, 2024. Informed consent was obtained from participants prior to survey completion.\u003c/p\u003e"},{"header":"Results","content":"\u003cdiv id=\"Sec7\" class=\"Section2\"\u003e \u003ch2\u003eStudy Population\u003c/h2\u003e \u003cp\u003eThere were a total of 98 deliveries at Hospitalito Atitl\u0026aacute;n during the study period. The mean age was 28.3 years old. The majority of pregnancies were full term, with a mean gestational age at delivery of 38 weeks and 6 days. There were only 6 (6.1%) preterm deliveries. There were 46 (46.9%) primigravid and 52 (53.1%) multigravid participants in the study population. The majority of births (92.9%) were attended by an OBGYN physician. Only 40 (40.8%) of participants had received prenatal care at Hospitalito Atitl\u0026aacute;n prior to presenting for delivery (Table\u0026nbsp;1).\u003c/p\u003e\u003cp\u003e\u003cimg 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\" width=\"724\" height=\"530\"\u003e\u003c/p\u003e\u003c/div\u003e \u003cdiv id=\"Sec8\" class=\"Section2\"\u003e \u003ch2\u003eMode of Delivery and Indications\u003c/h2\u003e \u003cp\u003eOf the 98 deliveries over the 11-month study period, 83 (85%) were by cesarean delivery (Table\u0026nbsp;1). The two most common listed indications for cesarean delivery were previous cesarean delivery (N\u0026thinsp;=\u0026thinsp;23, 27.7%) and non-reassuring fetal heart tracing (N\u0026thinsp;=\u0026thinsp;23, 27.7%). The third most common indication was oligohydramnios (N\u0026thinsp;=\u0026thinsp;15, 18.1%). Other listed indications included cephalopelvic disproportion (CPD), malpresentation, preeclampsia, and failed induction (Fig.\u0026nbsp;1).\u003c/p\u003e \u003cp\u003e \u003c/p\u003e \u003c/div\u003e\n\u003ch3\u003eProvider Surveys\u003c/h3\u003e\n\u003cp\u003eThe 17 survey participants consisted of general practitioners, nurses, hospital administrators, and other staff. No OBGYNs participated in the survey. The majority of survey participants were local, with 8 (47.1%) from Santiago Atitl\u0026aacute;n and 5 (29.4%) from the department of Solol\u0026aacute;. Only 4 (23.6%) survey participants were not local to Solol\u0026aacute;, with 2 from another part of Guatemala and 2 from another country. The majority of participants (\u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e8\u003c/span\u003e) had less than one year of experience at Hospitalito Atitl\u0026aacute;n (47.1%).\u003c/p\u003e \u003cp\u003eMost participants wanted to avoid unnecessary cesarean deliveries (82.4%) and expressed interest in learning about the indications (82%) and complications (75.5%). Responses were mixed regarding beliefs about the safety of cesarean delivery and trial of labor after Cesarean (TOLAC) and about whether cesarean deliveries at Hospitalito Atitl\u0026aacute;n are performed strictly for medical reasons (Table\u0026nbsp;2).\u003c/p\u003e\u003cp\u003e\u003cimg 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\" width=\"464\" height=\"571\"\u003e\u003c/p\u003e"},{"header":"Discussion","content":"\u003cp\u003eOur findings demonstrate a high rate of cesarean delivery in a private, non-profit hospital in rural Guatemala, which is similar to existing global (\u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e) and regional (\u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e) data. Specifically, we found that the cesarean delivery rate at HA is higher than the national average (85% at HA compared to 26%). In a retrospective analysis of quality improvement data from a community outreach program providing prenatal care to the Southwest Trifinio area in Guatemala, Harrision \u003cem\u003eet al\u003c/em\u003e found a statistically significant increase in the cesarean delivery rate between 2015 and 2017. They also identified a high cesarean delivery rate of 38% in otherwise low risk groups, including NSTV pregnancies. (\u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e18\u003c/span\u003e) This is consistent with our findings demonstrating a high proportion of nulliparous and young patients undergoing cesarean delivery at Hospitalito Atitl\u0026aacute;n.\u003c/p\u003e \u003cp\u003e\u0026ldquo;A history of cesarean delivery\u0026rdquo; was one of the two most commonly listed indications for caesarean delivery in this study, which is similar to existing literature (\u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e) (\u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e13\u003c/span\u003e) (\u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e19\u003c/span\u003e). In contrast to prior studies that cite labor dysfunction and malpresentation to be the most common indications for cesarean delivery (\u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e) (\u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e18\u003c/span\u003e), our study found oligohydramnios to be one of the leading indications for cesarean delivery in this population. This raises concern that some cesarean deliveries may be performed without a clear medical indication at Hospitalito Atitl\u0026aacute;n. This is in line with global data highlighting the overuse of cesarean delivery globally and that they are often performed for non-medical indications, including patient preference, health system factors, and/or provider preference. (\u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e) (\u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e12\u003c/span\u003e)\u003c/p\u003e \u003cp\u003eSeveral hypotheses may explain the high cesarean delivery rate observed in this setting. A large proportion of patients did not receive prenatal care at HA and were referred by traditional birth attendants or public hospital facilities with lower levels of care. Patients are referred to HA for various reasons, including non-reassuring fetal heart tracing, lack of progression in labor, or other labor warning signs. This makes the study population inherently higher risk for cesarean delivery compared to the general birthing population in the community. A limited ability to perform an emergency cesarean delivery due to availability of anesthesia and pediatric teams at Hospitalito Atitl\u0026aacute;n may result in obstetricians performing cesarean delivery earlier than they otherwise would in a higher resource setting. There is a possibility that differences in compensation between vaginal delivery and cesarean delivery may have contributed to the high cesarean delivery rate. Patient preference likely also plays a role, as many patients self-select to deliver at the only private hospital in the area, and may be more likely to elect for cesarean delivery.\u003c/p\u003e \u003cp\u003eThe high proportion of cesarean deliveries has important implications for the population of Santiago Atitl\u0026aacute;n. In our study, we found that providers at Hospitalito Atitl\u0026aacute;n did not offer a TOLAC to any patients who presented for delivery. As a result, a history of prior cesarean delivery becomes an increasingly important determinant to the overall rate and highlights the long-term impact that a primary cesarean delivery has on future fertility and subsequent pregnancies. Given these implications, expanding consideration of TOLAC represents a potentially high-impact target for quality improvement initiatives.\u003c/p\u003e \u003cdiv id=\"Sec11\" class=\"Section2\"\u003e \u003ch2\u003eFuture Directions\u003c/h2\u003e \u003cp\u003eFuture research would be needed to assess the trends in mode of delivery at Hospitalito Atitl\u0026aacute;n over time. Additional research is also needed to determine the exact factors influencing mode of delivery at Hospitalito Atitl\u0026aacute;n in order to establish targeted interventions to lower this cesarean delivery. Providers and staff at HA indicated that they were interested in learning more about the indications and complications of cesarean delivery and were interested in lower rates of cesarean delivery at HA in our survey, which demonstrates local buy in that would facilitate future collaboration in projects on this topic.\u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec12\" class=\"Section2\"\u003e \u003ch2\u003eStrengths and Limitations\u003c/h2\u003e \u003cp\u003eKey strengths of this study include its mixed methods design, which allowed for the integration of quantitative data from deliveries over an 11-month period with qualitative insights into staff and provider perspectives at Hospitalito Atitl\u0026aacute;n about mode of delivery. This approach provided complementary information on cesarean delivery rates and contextual factors that may influence clinical decision making.\u003c/p\u003e \u003cp\u003eThis study has several limitations. First, as a descriptive, observational study, it was not designed to assess causal relationships. Second, we do not evaluate the change in cesarean rates over time. Third, the retrospective design and reliance on paper medical records limited the completeness of the data on patient characteristics, risk factors, labor course, as well as maternal and neonatal outcomes. Finally, no OBGYN physicians at HA participated in the survey, which may limit the generalizability of the findings related to provider attitudes.\u003c/p\u003e \u003c/div\u003e"},{"header":"Conclusions","content":"\u003cp\u003eThis study found that the cesarean delivery rate at Hospitalito Atitl\u0026aacute;n is higher than the national average, which is consistent with regional and global trends. Providers and staff expressed interest in reducing unnecessary cesarean deliveries and improving knowledge of appropriate indications and associated risks. While additional research is needed to understand the drivers that influence mode of delivery in this population, these findings raise concern that some cesarean deliveries may occur without a clear medical indication. These findings underscore the need for targeted, collaborative education and training initiatives to promote evidence-based decision making regarding mode of delivery.\u003c/p\u003e"},{"header":"List of Abbreviations","content":"\u003cp\u003eHospitalito Atitlán (HA)\n\u003c/p\u003e\u003cp\u003eCephalopelvic disproportion (CPD)\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cem\u003eEthics approval and consent to participate\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThe study was reviewed by the George Washington University Institutional Review Board (IRB) and determined to be exempt from full IRB review (FWA00005945)\u0026nbsp;because it involved analysis of de-identified retrospective data and anonymous surveys. Written informed consent was obtained from all survey participants prior to participation. For the retrospective chart review, patient consent was waived due to the use of de-identified data only. All procedures adhered to the ethical standards of the Declaration of Helsinki.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eConsent for publication\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eNot Applicable\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eAvailability of data and materials\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThe datasets used during the current study are available from the corresponding author on reasonable request.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eCompeting interests\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThe authors report no financial or non-financial competing interests related to this work.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eFunding\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis study was supported by the Alpha Omega Alpha Society Post Graduate Award\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eAuthors\u0026apos; contributions\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eMG contributed to study design and collected data. KV collected data for the retrospective chart review. VM contributed to study design and was a major contributor in writing the manuscript. EN contributed to study design, collected data, analyzed data, and was a major contributor in writing the manuscript. All authors read and approved the final manuscript.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eAcknowledgements\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eNot applicable\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\u003cli\u003e\u003cspan\u003eKassebaum NJ, Barber RM, Bhutta ZA, Dandona L, Gething PW, Hay SI, et al. Global, regional, and national levels of maternal mortality, 1990\u0026ndash;2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet. 2016;388(10053):1775\u0026ndash;812.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eCresswell JA, Alexander M, Chong MYC, Link HM, Pejchinovska M, Gazeley U et al. Global and regional causes of maternal deaths 2009\u0026ndash;20: a WHO systematic analysis. 2025;13.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eHolmer H, Oyerinde K, Meara J, Gillies R, Liljestrand J, Hagander L. The global met need for emergency obstetric care: a systematic review. BJOG. 2015;122(2):183\u0026ndash;9.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eChauke L. Improving access to emergency obstetric care in low- and middle-income countries. Best Pract Res Clin Obstet Gynecol. 2025;98:102572.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eBoerma T, Ronsmans C, Melesse DY, Barros AJD, Barros FC, Juan L, et al. Global epidemiology of use of and disparities in caesarean sections. Lancet. 2018;392(10155):1341\u0026ndash;8.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eBetran A, Torloni M, Zhang J, G\u0026uuml;lmezoglu A, Aleem H, Althabe F, et al. WHO Statement on Caesarean Section Rates. BJOG. 2016;123(5):667\u0026ndash;70.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eVillar J, Valladares E, Wojdyla D, Zavaleta N, Carroli G, Velazco A et al. Caesarean delivery rates and pregnancy outcomes: the 2005 WHO global survey on maternal and perinatal health in Latin America. 2006;367.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eGobierno de Guatemala Instituto Nacional de Estadistica. Encuesta Nacional de Condicones de Vida (ENCOVI). 2016.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eLeone T, Padmadas SS, Matthews Z. Community factors affecting rising caesarean section rates in developing countries: An analysis of six countries. Soc Sci Med. 2008;67(8):1236\u0026ndash;46.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eAl-Mufti R, McCarthy A, Fisk NM. Obstetricians\u0026rsquo; personal choice and mode of delivery. Lancet. 1996;347(9000):544.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eRonsmans C, Holtz S, Stanton C. Socioeconomic differentials in caesarean rates in developing countries: a retrospective analysis. 2006;368.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eBetr\u0026aacute;n AP, Temmerman M, Kingdon C, Mohiddin A, Opiyo N, Torloni MR, et al. Interventions to reduce unnecessary caesarean sections in healthy women and babies. Lancet. 2018;392(10155):1358\u0026ndash;68.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eVogel JP, Betr\u0026aacute;n AP, Vindevoghel N, Souza JP, Torloni MR, Zhang J, et al. Use of the Robson classification to assess caesarean section trends in 21 countries: a secondary analysis of two WHO multicountry surveys. Lancet Global Health. 2015;3(5):e260\u0026ndash;70.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eACOG Obstetric Care Consensus No. 1: Safe Prevention of the Primary Cesarean Delivery. Obstet Gynecol. 2014;123(3):693.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eACOG Practice Bulletin No. 205: Vaginal Birth After Cesarean Delivery. Obstetrics \u0026amp; Gynecology. 2019;133(2):393.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eBishop D, Dyer RA, Maswime S, Rodseth RN, Van Dyk D, Kluyts HL, et al. Maternal and neonatal outcomes after caesarean delivery in the African Surgical Outcomes Study: a 7-day prospective observational cohort study. Lancet Global Health. 2019;7(4):e513\u0026ndash;22.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eSandall J, Tribe RM, Avery L, Mola G, Visser GH, Homer CS, et al. Short-term and long-term effects of caesarean section on the health of women and children. Lancet. 2018;392(10155):1349\u0026ndash;57.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eHarrison MS, Scarbro S, Juarez-Colunga E, Jimenez-Zambrano A, Bunge-Montes S, Bola\u0026ntilde;os GA, et al. Trends in the Mode of Delivery of Pregnant Women in Rural Guatemala from a Quality Improvement Database. Matern Child Health J. 2019;23(4):435\u0026ndash;42.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eVillar J, Carroli G, Zavaleta N, Donner A, Wojdyla D, Faundes A, et al. Maternal and neonatal individual risks and benefits associated with caesarean delivery: multicentre prospective study. BMJ. 2007;335(7628):1025.\u003c/span\u003e\u003c/li\u003e\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"
[email protected]","identity":"bmc-pregnancy-and-childbirth","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"prch","sideBox":"Learn more about [BMC Pregnancy and Childbirth](http://bmcpregnancychildbirth.biomedcentral.com/)","snPcode":"","submissionUrl":"https://www.editorialmanager.com/prch/default.aspx","title":"BMC Pregnancy and Childbirth","twitterHandle":"@BMC_series","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"em","reportingPortfolio":"BMC Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true},"keywords":"maternal global health, health equity, obstetrics, evidence-based practice, cesarean section, Latin America, health provider attitudes, Maya","lastPublishedDoi":"10.21203/rs.3.rs-8768190/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8768190/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003ch2\u003eBackground\u003c/h2\u003e \u003cp\u003eCesarean delivery is an life-saving procedure that has reduced rates of maternal and neonatal mortality globally. However, in many regions, including Latin America, cesarean delivery rates have risen abruptly to levels that are higher than what are recommended or expected solely based on obstetric indications. This study aimed to investigate the rates of cesarean delivery and primary indications at Hospitalito Atitl\u0026aacute;n, a non-profit hospital serving a rural, indigenous Maya population in Guatemala, and to assess provider attitudes and beliefs about mode of delivery and knowledge of the indications and risks of cesarean delivery.\u003c/p\u003e\u003ch2\u003eMethods\u003c/h2\u003e \u003cp\u003eThis is a mixed methods descriptive study that included retrospective data collection and surveys. Demographic and health information about the pregnancy and delivery was collected from all patients who delivered at Hospitalito Atitl\u0026aacute;n between 11/2023 and 10/2024. Qualitative data was collected using REDCap survey administered to all physicians, nurses, and staff at Hospitalito Atitl\u0026aacute;n from November 18\u0026ndash;29, 2024.\u003c/p\u003e\u003ch2\u003eResults\u003c/h2\u003e \u003cp\u003eOf the 98 deliveries over the 11 month study period, 83 (85%) were by cesarean delivery. The two most common listed indications for cesarean delivery were previous cesarean delivery and non-reassuring fetal heart tracing (each 27.7%). The third most common indication was oligohydramnios (18.1%). The 17 survey participants consisted of general practitioners, nurses, and other staff. No OBGYNs participated in the survey. The majority of participants wanted to avoid unnecessary cesarean deliveries (82.4%) and were interested in learning about the indications for (82%) and complications of (75.5%) cesarean delivery.\u003c/p\u003e\u003ch2\u003eConclusions\u003c/h2\u003e \u003cp\u003eCesarean delivery rates at Hospitalito Atitl\u0026aacute;n exceed the national average, suggesting that factors other than medical indications may be contributing. Staff expressed interest in reducing unnecessary cesarean deliveries, highlight opportunities for targeted education and interventions.\u003c/p\u003e","manuscriptTitle":"Cesarean Delivery Rates and Provider Perspectives in a Rural Indigenous Community in Guatemala","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-03-11 12:02:34","doi":"10.21203/rs.3.rs-8768190/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"reviewersInvited","content":"","date":"2026-03-05T15:42:28+00:00","index":"","fulltext":""},{"type":"editorInvited","content":"","date":"2026-02-06T16:29:05+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2026-02-06T01:20:55+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2026-02-06T01:20:10+00:00","index":"","fulltext":""},{"type":"submitted","content":"BMC Pregnancy and Childbirth","date":"2026-02-02T18:26:54+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"
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