Abstract
Background
Obstetric and gynecologic procedures are valuable in rural settings. Data identifying common procedures may better prepare surgeons to meet patient needs in remote settings.
Materials and methods
A literature review using key MeSH terms was performed according to methods described by the Cochrane Collaboration and PRISMA on studies that described obstetric and gynecologic surgery in rural high-income countries or any setting in middle- to low-income countries. Meta-analysis was performed using random effects modeling for odds ratios of cesarean delivery and hysterectomy as proportions of total surgical volume.
Results
A total of 195 studies were included for qualitative synthesis and 22 for quantitative analysis. Obstetric and gynecologic procedures made up a 19% of all surgical cases. As compared to other obstetric and gynecologic surgical procedures, cesarean delivery was the most common procedure with odds ratio of 2.39 (95% confidence interval 1.48–3.86), and hysterectomy was the second most common procedure with odds ratio of 1.60 (1.57–1.64). However, heterogeneity between the studies was extremely high and risk of bias was high, limiting quality of findings.
Conclusion
Greater provision of surgical care can be enhanced by defining which procedures are most needed, which include many obstetric and gynecologic procedures, most commonly cesarean delivery and hysterectomy.
1. INTRODUCTION
The poorest third of the world's population receives only 3.5% of the world's surgical procedures [1]. Surgical care in resource-poor areas may be more cost-effective, however, than other basic health provisions [2,3]. Improved surgical care in low- and middle-income countries remains a primary focus of the Millennium Development Goals of the World Health Organization (WHO) [4] and the Lancet Commission on Global Surgery [5], which includes strategy for “universal health care” that is also needed for surgical services within rural developed countries [6,7]. The call for broadly trained surgical providers to serve in “surgical deserts” has gained recognition on a global scale [8,9].
Obstetric and gynecologic (OB/GYN) surgical procedures, such as cesarean delivery (CD) and hysterectomy, are proposed to represent a large part of surgical burden in resource-poor areas [10,11,12]. Other procedures include reduction of ovarian torsion, treatment of ectopic pregnancy, ureteral injury or ureteral obstruction, as well as many other different obstetric procedures [13]. A detailed picture of which obstetric or gynecological procedures are needed in these communities remains unclear.
In contrast to areas with an abundance of surgical specialists, general surgeons have historically provided OB/GYN care where full-time obstetricians or gynecologists do not exist. In the United States, estimates reveal that rural surgeons perform up to 66%–71% of OB/GYN inpatient procedures [[14], [15], [16]], which make up 27% of the surgeon's overall caseload [17]. Hospitals with lower birth volumes (< 240 births per year) are more likely to have general surgeons and family physicians attending deliveries than an obstetrician or a midwife [18]. Despite controversy as to which surgical procedures can be safely performed in rural hospitals, there has been consensus that emergency OB/GYN care must be available in rural facilities in high- and low-income countries alike [[19], [20], [21]]. In resource-poor areas, physicians and nonphysicians alike address surgical burden in resource poor areas [22].The American College of Surgeons, as well as Canadian and Australian initiatives, has developed training programs for general surgeons, family medicine physicians, and midwives to provide life-saving OB/GYN skills in rural areas of high-income countries [20,[23], [24], [25], [26], [27], [28]]. Middle- and low-income countries have created a variety of programs that train nurses and nonphysician providers with a variety of titles, such as “assistant medical officers” [29] or “clinical officers” [30], to perform CD [[31], [32], [33], [34], [35]]. Meta-analysis comparing physicians and nonphysician providers revealed no differences in outcomes; however, this conclusion was reached with low confidence because there was a paucity of studies that could be included [30]. At present, data are lacking to characterize which type of provider performs OB/GYN surgical care in resource-poor areas and how they have been trained. As a result, current graduates may be “ill prepared” or “uncomfortable” for real-world practice in these challenging environments [[36], [37], [38]].
The objective of this systematic review and meta-analysis was to investigate the proportion of OB/GYN to total surgical case volumes in areas lacking surgical care, either in rural high-income countries or in middle- or low-income countries. Although CD and hysterectomy are hypothesized to make up most of the OB/GYN care in resource-poor areas, the proportion of these procedures compared to overall surgical volume remains unknown. Meta-analysis was performed to identify the frequency of CD and hysterectomy in comparison to other OB/GYN surgical procedures for purposes of identifying training needs of surgical providers entering a variety of resource-poor geographic settings.
2. METHODS
The study protocol was approved by the International Prospective Register of Systematic Reviews under #CRD42019135786. Using the PRISMA guidelines [39], relevant MeSH terms, including general surgery, cesarean section, rural surgery, gynecology, and obstetrics, were searched in Ovid, Cochrane Database of Systematic Reviews, Scopus, and CINAHL until November 1, 2019. A full description of the search terms is available online at www.crd.york.ac.uk. Inclusion criteria for systematic review included human populations in “resource-poor” areas for surgery. This was defined by authors of the included studies as either (1) populations in high-income countries that were lacking in surgical care in a rural location that specified that it had limited access to surgical care or (2) middle- and low-income countries that, by the Lancet Commission on Global Surgery's definition, are in need of more surgical providers. Studies were included if they reported on physicians or other surgical providers performing OB/GYN care in addition to all surgical care to examine what percentage OB/GYN care made of overall case volume. Commentaries, bulletins, or expert opinions were included in qualitative review because this literature has never been examined in a systematic review.
Independent screening by 2 reviewers (EB and NKP) was performed on title and abstracts of the primary search, followed by independent full-text assessment. Secondary searches were performed by the authors based on relevant references of the primary articles and included if agreed upon by more than 1 author in qualitative analysis. The Cochrane Collaboration's Risk of Bias Assessment Tool [40] in RevMan5 was used to assess quality of all studies included in the systematic review according to the Cochrane Handbook Guidelines [41] by 2 independent reviewers (EB and NKP). Any discrepancies in the study selection process or risk of bias assessment were resolved by group discussion consensus. Characteristics of the populations of included studies and the studies themselves were analyzed to better characterize the available literature on this subject using GraphPad Prism (Version 8.1.1). All data were tested for normal distribution using Kolmogorov-Smirnov tests and described as medians and 25th–75th interquartile ranges (IQRs), as recommended by Cochrane [42].
Meta-analysis was performed to better characterize the 2 most commonly reported major OB/GYN procedures performed by general surgeons in resource-poor areas: CD and hysterectomy. If articles reported only OB/GYN surgical procedures or the rates of limited selected procedures to serve as surrogates for overall surgical quantity (ie, only “appendectomy,” “cesarean section,” and “hernia”), they were excluded from meta-analysis to avoid skewing the analysis toward these procedures. Duplicated data were excluded, and the most complete data set from either study was used. Data extraction was performed using a standardized template in Excel, and these were verified for accuracy by the senior study author. RevMan5 was used to construct Forest Plots using the Mantel-Haenszel statistical method with random effects modeling, as recommended by Cochrane for clinical human outcomes articles [43]. Rates of these procedures as a fraction of total case volume were listed as odds ratios (ORs) and 95% confidence intervals (CIs). Because hysterectomy was hypothesized to be less common than CD, comparisons of hysterectomy to all other OB/GYN cases, with CD and without, were performed to examine the proportion of hysterectomy. Funnel plots were constructed to assess for publication bias of studies included in quantitative analysis in RevMan5 as well [44]. Heterogeneity for studies included in meta-analysis was assessed by χ2 and I2 tests using RevMan5.
3. RESULTS
A total of 1,993 articles were identified after preliminary search, of which 1,595 were excluded from full-text reading. After reviewing the 398 remaining articles in full text, 203 were excluded from qualitative review, mostly because of a lack of care for pregnant women in resource-poor settings. The remaining 195 studies were included in systematic review for qualitative description of the role of OB/GYN surgery in these settings.
The median study duration was 1.4 years (IQR: 1–3.5), as shown in Table 1. The median total population served by each hospital studied was 662,006 people (130,263–5,792,761). The median age of the patient population receiving surgery was 27.5 years (IQR: 24.1–31.1). The median fetal mortality rate was 66 deaths per 1,000 births (IQR: 48–89), and the median maternal mortality rate was 522 deaths per 100,000 births (IQR: 450–750). The median CD rate as a % of total births was 5.0% (IQR: 1.9%–11%), whereas the CD rate was far lower in low-income countries than in high-income countries. By including studies that had combined OB/GYN cases, the overall percentage of OB/GYN surgery was 19% of total surgical procedures (83,717 combined OB/GYN cases/446,001 cases total), but this rate varied greatly by study [17,[45], [46], [47], [48]]. The median total surgical procedures performed per 100,000 people per year were found to be 159 (IQR: 80–257). Moreover, the total number of surgical cases per provider per year was found to be a median of 256 (IQR: 121–353). Finally, emergent cases made up 55% (IQR: 40%–92%) of total procedures, many of which were OB/GYN procedures, such as CD or hysterectomy for postpartum hemorrhage [[49], [50], [51], [52]]. (See Fig. 1.)
Table 1.
Study characteristics of articles included in systematic review
| Study characteristics, N = 195 median (25th–75th IQR) | |
|---|---|
| Study duration (y) | 1.4 (1–3.5) |
| Total population encountered by hospital per study | 662,066 (130,263–5,792,761) |
| Age of population receiving surgery (y) | 27.5 (24.1–31.1) |
| Fetal mortality rate per 1,000 births | 66 (48–89) |
| Maternal mortality rate per 100,000 births | 522 (450–750) |
| CD rate (% per total births) | 5.0% (1.9–11.4) |
| Percent of OB/GYN cases of total surgical volume | 19% (83,717/446,001) |
| Total surgical procedures per 100,000 per year | 159 (80–257) |
| Total surgical cases per provider per year | 256 (121–353) |
| % Emergent cases of total surgery volume | 55% (40%–92%) |
Fig. 1.

Study selection process for systematic review and meta-analysis.
Although the quantity of data in surgical obstetric care in resource poor areas was shown to increase over time, the overall quality was found to be at high risk of bias, as shown in Fig. 2. Almost all studies were completely retrospective in design and did not include any element of blinding to avoid selection bias, performance bias, or detection bias. However, most articles reported complete case logs (2 articles designed studies that looked at a single procedure or limited number of procedures to serve as surrogates for estimating surgical needs [32,53]), and thus, attrition bias was much lower and reporting bias was even lower because of full reporting of results. However, overall, articles were heterogenous in terms of population characteristics, study design, methods of evaluation, and assessments of outcomes. Thus, quality of the literature for this systematic review was graded as poor.
Fig. 2.
Risk of bias assessment for studies included in systematic review.
Meta-analysis was performed on the 22 studies that reported CD, hysterectomies, or both in addition to full surgical case volumes because these procedures were hypothesized to be the most common of OB/GYN procedures. Studies included in meta-analysis are listed in Table 2 for reference. Of all total cases, the most common OB/GYN procedure was CD (Fig. 3), with an overall OR of 2.39 (95% CI: 1.48–3.86), which was statistically significant (P = .0004). However, there was considerable heterogeneity among the studies that limit the confidence with which this conclusion was drawn (χ2 P < .0001, I2 = 100%). Of the 15 studies that specifically reported hysterectomy, other OB/GYN procedures were statistically significantly more commonly performed when compared to all other OB/GYN procedures, including CD (OR 0.04; 95% CI: 0.01–0.11), as shown in Fig. 4. However, when CD was excluded, hysterectomy occurred more commonly than other OB/GYN procedures with statistical significance and an OR of 1.60 (95% CI: 1.57–1.64, P < .00001, Fig. 5). All corresponding funnel plots revealed relative symmetry with most studies demonstrating low standard error and high precision, representing a relative lack of publication bias (Fig. 6, Fig. 7, Fig. 8). However, these analyses had significant heterogeneity, like the CD analysis (χ2 P < .0001, I2 = 100%), and limited the quality of the analysis.
Table 2.
Included studies in meta-analysis
| First author | Year of publication | Title | Country of study population | Reference information |
|---|---|---|---|---|
| Albutt K | 2019 | Operative volume and surgical case distribution in Uganda's public sector: a stratified randomized evaluation of nationwide surgical capacity | Uganda | BMC Health Services Research (2019): 19: 104 |
| Ameh EA | 1998 | Role of a general surgeon in obstetrics and gynaecology in a rural setting | Nigeria | East African Medical Journal (1998) 75(1): p. 27–29 |
| Anderson JE | 2014 | Surgical conditions account for the majority of admissions to three primary referral hospitals in rural Mozambique | Mozambique | World Journal of Surgery (2014) 38:823–829 |
| Armstrong WG | 1964 | Surgery in rural South Carolina | USA | Journal - South Carolina Medical Association (1964) Oct. 60:329–30 |
| Blanchard RJ | 1987 | The epidemiology and spectrum of surgical care in district hospitals of Pakistan | Pakistan | American Journal of Public Health (1987);77(11):1439–1445 |
| Bolkan HA | 2015 | Met and unmet needs for surgery in Sierra Leone: a comprehensive, retrospective, countrywide survey from all health care facilities performing operations in 2012 | Sierra Leon | Surgery (2015) Jun. 157(6): 992–1001 |
| Campbell NA | 2011 | Operative experience of general surgeons in a rural hospital. | Australia | ANZ Journal of Surgery (2011) 81(9): p. 601–603 |
| Damien P | 2011 | How are surgical theatres in rural Africa utilized? A review of five years of services at a district hospital in Ghana | Ghana | Tropical Doctor (2011) Apr. 41(2):91–5 |
| Galukande M | 2010 | Essential surgery at the district hospital: a retrospective descriptive analysis in three African countries | multiple | PLoS Medicine / Public Library of Science (2010) Mar 09. 7(3):e1000243 |
| Gauchan B | 2018 | Role of the general practitioner in improving rural healthcare access: a case from Nepal | Nepal | Human Resources for Health (2018) 16:23 |
| Holmberg S | 1990 | Surgical rates in Africa. Variations and their possible explanations | Kenya | Tropical & Geographical Medicine (1990) Oct, 42(4):352–8 |
| Hughes CD | 2013 | Ratio of cesarean deliveries to total operations and surgeon nationality are potential proxies for surgical capacity in central Haiti. | Haiti | World Journal of Surgery (2013) 37(7): p. 1526–1529 |
| Keskimaki I | 1994 | Regional variation in surgical procedure rates in Finland | Finland | Scandinavian Journal of Public Health (1994), 22(2), doi.org/10.1177/140349489402200209 |
| Landercasper J | 1997 | Spectrum of general surgery in rural America | USA | Archives of Surgery (1997) 132(5): p. 494–496; discussion 496–498 |
| Lofgren J | 2015 | Cost of surgery in a low-income setting in eastern Uganda | Uganda | Surgery (2015) 157 (6): 983–991 |
| Nabembezi JS | 2001 | Surgical output in Kibaale district, Uganda | Uganda | East African Medical Journal (2001) Jul. 78(7):379–81 |
| Nordberg E | 1994 | Major and minor surgery at a rural African hospital | Kenya | Journal of Tropical Medicine & Hygiene (1994) Jun. 97(3):138–44 |
| Nordberg E | 1996 | Rates of major surgery by age and sex in a rural district in Kenya | Kenya | Annals of Tropical Medicine & Parasitology (1996); 90(2): 213–221 |
| Reshamwalla S | 2012 | Snapshot of surgical activity in rural Ethiopia: is enough being done? | Ethiopia | World Journal of Surgery (2012). 36(5): p. 1049–1055 |
| Solis C | 2013 | Nicaraguan surgical and anesthesia infrastructure: survey of Ministry of Health hospitals | Nicaragua | World Journal of Surgery (2013) 37:2109–2121 |
| Tumusiime G | 2017 | The quality and utility of surgical and anesthetic data at a Ugandan regional referral hospital | Uganda | World Journal of Surgery (2017) 41: 370–379 |
| Ward RV | 1963 | An analysis of surgical cases in a Nigerian mission hospital | Nigeria | Canadian Medical Association Journal (1963) Aug 24. 89:350–3 |
Fig. 3.
Forest plot of CD versus other OB/GYN procedures as fraction of total surgical case volume.
Fig. 4.
Forest plot of hysterectomy versus other OB/GYN cases (including CD) as fraction of total surgical case volume.
Fig. 5.
Forest plot of hysterectomy versus other OB/GYN cases (excluding CD) as fraction of total surgical case volume.
Fig. 6.
Funnel plot of studies included in CD analysis for assessment of publication bias.
Fig. 7.
Funnel plot of studies included in hysterectomy (CD included) analysis for assessment of publication bias.
Fig. 8.
Funnel plot of studies included in hysterectomy (CD excluded) analysis for assessment of publication bias.
4. DISCUSSION
This systematic review corroborates what previous literature has found: There is a need for surgical providers in resource-poor areas, as the rate of fetal and maternal mortality in areas without surgical care is much higher than in locations with appropriate surgical obstetric care. Compared with the median fetal mortality rate of 66 per 1,000 births found in this literature, the lowest rate is 1.8 in Monaco and the highest rate is 116 in Afghanistan, as of 2017 reporting (the rate in the United States is 5.8 deaths per 1,000 births) [54]. Moreover, maternal mortality is also elevated in areas lacking in surgical care, with the cohort in this study having a median of 522 deaths per 100,00 births (ranking 117th in worst fetal death) [54]. However, the association with higher quality of care and access to surgical providers from this analysis was strictly an association. It is unknown at present if the improved quality is due to a higher number of better trained surgeons or resources associated with surgical care, such as more numerous ancillary staff or more advanced facilities.
Additionally, this review found a deficit in the provision of CD, with a median CD rate of 5% of all births, which is far below that of areas with adequate surgical care, reflecting the importance of working toward the provision of this type of surgical care [55]. The CD rates found in this literature fell below the goal rate of 15% set forth by the WHO [55], which reflects appropriate provision of surgical care, as higher rates have been shown to correlate with unnecessary surgery and financial hardship for the poor without an improvement in maternal or fetal well-being [[56], [57], [58]]. The baseline CD rate found in populations with adequate surgical care in the United States and Canada is approximately 28% [[59], [60], [61]]. However, rural areas without surgical resources in high-income countries have rates as low as 3.8% [62]. Additionally, the studies included in this review had a median of 55% of emergent CD as compared to elective CD, and this finding is concerning given that emergent CD is associated with higher maternal mortality [63].
In terms of the percentage that OB/GYN cases represented relative to overall surgical volume, a proportion of 19% found in this review was higher than many reports, but lower than others, and reflects the need for standardization of surgical procedure definitions and reporting methods. Some studies reported only 1%–8% of total case volume being made up of OB/GYN cases [45,47,66], whereas others demonstrated up to 60%–96% [14,16,[67], [68], [69]]. Because OB/GYN procedures are a substantial fraction of the overall surgical care, and CD and hysterectomy predominate this fraction, these 2 procedures would be a reasonable metric to construct a curriculum for general surgeons who will be practicing in these resource-poor areas. Compared to the median of 159 procedures per 100,000 people found in this analysis, the lowest rate of surgical procedures per 100,000 is found in Chad, and the highest of 29,399 per 100,000 is found in the United States [70,71]. These findings underscore the need for general surgeons or obstetricians/gynecologists to be able to train across the 2 specialties to optimally address the disparities that exist in surgical care. Many articles in this review discussed strategies to provide this type of training, including rotations for medical students in rural or low-income areas [[77], [78], [79]], residency tracts for rural or global surgery [23,28,[80], [81], [82], [83], [84], [85], [86], [87], [88], [89], [90], [91], [92], [93], [94], [95], [96], [97], [98], [99], [100], [101], [102], [103]], and training courses for general surgeons to enhance their obstetrical skills if they desire to practice in an underserved location locally or abroad [13,60,115,[121], [122], [123], [124], [125], [126], [127], [128], [129], [130], [131], [132], [133], [134], [135]]. Although it is challenging to provide this broad-based surgical training, sustainable models have been created when continued support is provided to those recruited locally to the area in need [31]. Although nurses, midwives, and other types of nonsurgeon providers have been shown to provide safe outcomes in these remote areas, this literature showed that surgeons played a prominent role in the initiation and sustainability of these programs. More information detailing of the types of case-loads and techniques used to train providers in these successful ways is still needed to understand how to provide care to populations with different comorbidities, geographic locations, or deficits in surgical infrastructure [136]. Additional data are also needed to assess the costs of these programs and the long-term outcomes for the mothers and children to establish surgical care in as cost-effective, yet safe, a manner as possible to the areas that need it most.
In conclusion, the call for essential surgical procedures is being raised, but clarification is still needed regarding which procedures and at what rates. OB/GYN surgical skills make up a large proportion of surgical burden in areas with limited health care resources. Moreover, CD is one of the most cost-effective interventions of all health care, not just surgical procedures, because it typically saves the lives of 2 persons at the same time and is highly successful. This analysis provided qualitative descriptions about the available literature on the important role of OB/GYN surgery, as 19% of total surgical volume comprised OB/GYN procedures. The most common OB/GYN surgery was CD, followed by hysterectomy. However, there was still a deficit in provisions of CD, as the median CD rate was 5%, which fell below the recommended rate of 15% proposed by the WHO [55]. Strategies for streamlining training to increase capacity for CD, hysterectomy, and other surgical care were varied and isolated among rural high- and low-income countries. Standardization of data collection and more detailed descriptions of training methods can catalyze the development of training that precisely addresses the needs of underserved areas.
Disclosures
Author Contributions
NKP wrote the initial draft of the protocol for the systematic review/meta-analysis, and EB refined and submitted the protocol for approval by the International Prospective Register of Systematic Reviews. EB and NKP performed independent screening and full-text analysis of articles for the systematic review. EB and NKP performed independent risk of bias assessments for included articles. EB performed data collection for meta-analysis and analysis of data. EB performed construction of all figures, including forest plots and funnel plots. VB served as tiebreaker for discrepancies in study inclusion. NKP and EB performed final revision of the manuscript prior to submission.
Conflicts of Interest
The authors of this article have no personal, financial, political, or academic conflicts of interest to disclose.
Funding Source
This review was done without funding from any institutions or grants. The databases accessed were freely available through the University of Texas-Medical Branch, and the methods used by the authors were freely distributed by the Cochrane Collaboration.
Footnotes
The abstract was accepted for presentation at the 15th Academic Surgical Congress.
References
- 1.Weiser T.G. An estimation of the global volume of surgery: a modelling strategy based on available data. Lancet. 2008;372(9633):139–144. doi: 10.1016/S0140-6736(08)60878-8. [DOI] [PubMed] [Google Scholar]
- 2.Grimes C.E., Henry J.A., Maraka J., Mkandawire N.C., Cotton M. Cost-effectiveness of surgery in low- and middle-income countries: a systematic review. World J Surg. 2014;38(1):252–263. doi: 10.1007/s00268-013-2243-y. [DOI] [PubMed] [Google Scholar]
- 3.Horton S., Gelbrand H., Jamison D., Levin C., Watkins D. Ranking 93 health interventions for low- and middle-income countries by cost-effectiveness. PLoS One. 2017;12(8) doi: 10.1371/journal.pone.0182951. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Kushner A.L., Cherian M.N., Noel L., Spiegel D.A., Groth S., Etienne C. Addressing the Millennium Development Goals from a surgical perspective: essential surgery and anesthesia in 8 low- and middle-income countries. Arch Surg. 2010;145(2):154–159. doi: 10.1001/archsurg.2009.263. [DOI] [PubMed] [Google Scholar]
- 5.Meara J.G., Leather A.J.M., Hagander L. Global surgery 2030: evidence and solutions for achieving health, welfare, and economic development. Int J Obstet Anesth. 2016;25:75–78. doi: 10.1016/S0140-6736(15)60160-X. [DOI] [PubMed] [Google Scholar]
- 6.Barr P. Looking for an oasis: large sections of rural America continue to suffer from a drought of general surgeons. Mod Healthc. 2012;42(13):28–31. [PubMed] [Google Scholar]
- 7.Cogbill T.H., Cofer J.B., Jarman B.T. Contemporary issues in rural surgery. Curr Probl Surg. 2012;49(5):263–318. doi: 10.1067/j.cpsurg.2012.01.002. [DOI] [PubMed] [Google Scholar]
- 8.Network UON. Guide 1" tackling unmet obstetric needs. Part 1: concepts, general principles and international network. Med AI.oT. 2008.
- 9.WHO | WHA 68.15—surgical care systems strengthening—developing national surgical, obstetric and anaesthesia plans. https://www.who.int/surgery/publications/en/. Accessed November 9, 2019.
- 10.Alkire B.C., Vincent J.R., Meara J.G. 2015. Benefit-cost analysis for selected surgical interventions in low- and middle-income countries. The International Bank for Reconstruction and Development / The World Bank. [DOI] [PubMed] [Google Scholar]
- 11.Mock C, Donkor P, Gawande A, Jamison D, Kruk M, Debas H. Essential surgery: key messages from Disease Control Priorities, 3rd edition. doi: 10.1016/S0140-6736(15)60091-5 [DOI] [PMC free article] [PubMed]
- 12.Hughes C. Ratio of cesarean deliveries to total operations and surgeon nationality are potential proxies for surgical capacity in central Haiti. World J Surg. 2013;37(7):1526–1529. doi: 10.1007/s00268-012-1794-7. [DOI] [PubMed] [Google Scholar]
- 13.Halverson A.L., DaRosa D.A., Borgstrom D.C. Evaluation of a blended learning surgical skills course for rural surgeons. Am J Surg. 2014;208(1):136–142. doi: 10.1016/j.amjsurg.2013.12.039. [DOI] [PubMed] [Google Scholar]
- 14.King J., Fraher E.P., Ricketts T.C., Charles A., Sheldon G.F., Meyer A.A. Characteristics of practice among rural and urban general surgeons in North Carolina. Ann Surg. 2009;249(6):1052–1060. doi: 10.1097/SLA.0b013e3181a6cd57. [DOI] [PubMed] [Google Scholar]
- 15.Gates R.L., Walker J.T., Denning D.A. Workforce patterns of rural surgeons in West Virginia. Am Surg. 2003;69(5):367–371. [PubMed] [Google Scholar]
- 16.Breon T., Scott-Conner C., Tracy R. Spectrum of general surgery in rural Iowa. Curr Probl Surg. 2003;60(1):94–99. doi: 10.1016/S0149-7944(02)00680-3. [DOI] [PubMed] [Google Scholar]
- 17.VanBibber M., Zuckerman R.S., Finlayson S.R.G. Rural versus urban inpatient case-mix differences in the US. J Am Coll Surg. 2006;203(6):812–816. doi: 10.1016/j.jamcollsurg.2006.07.019. [DOI] [PubMed] [Google Scholar]
- 18.Kozhimannil K.B., Casey M.M., Hung P., Han X., Prasad S., Moscovice I.S. The rural obstetric workforce in US hospitals: challenges and opportunities. J Rural Health. 2015;31(4):365–372. doi: 10.1111/jrh.12112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Baird A., Gillies J. Obstetrics in rural practice: problem or solution? Occas Pap R Coll Gen Pr. 1995;71:23–25. [Google Scholar]
- 20.Kornelsen J., Iglesias S., Woollard R. Sustaining rural maternity and surgical care: lessons learned. Can Fam Physician. 2016;62(1):21–23. [PMC free article] [PubMed] [Google Scholar]
- 21.Hutten-Czapski P. A call for rural generalist surgeons. Can J Rural Med. 2013;18(1):3. [PubMed] [Google Scholar]
- 22.Kushner A.L., Cherian M.N., Noel L., Spiegel D.A., Groth S., Etienne C. Addressing the Millennium Development Goals from a surgical perspective: essential surgery and anesthesia in 8 low- and middle-income countries. Arch Surg. 2010;145(2):154–159. doi: 10.1001/archsurg.2009.263. [DOI] [PubMed] [Google Scholar]
- 23.Borgstrom D. Rural surgical practice requires new training model, offers great opportunities. Bull Am Coll Surg. 2013;98(7):55–56. [PubMed] [Google Scholar]
- 24.Sarap M.D., Puls M.W. ACS Advisory Council for Rural Surgery hard at work. Bull Am Coll Surg. 2016;101(1):57–60. http://www.ncbi.nlm.nih.gov/pubmed/26891506 [PubMed] [Google Scholar]
- 25.Halverson A.L., Hughes T.G., Borgstrom D.C., Sachdeva A.K., DaRosa D.A., Hoyt D.B. What surgical skills rural surgeons need to master. J Am Coll Surg. 2013;217(5):919–923. doi: 10.1016/j.jamcollsurg.2013.07.001. [DOI] [PubMed] [Google Scholar]
- 26.Humber N., Frecker T. Delivery models of rural surgical services in British Columbia (1996–2005): are general practitioner-surgeons still part of the picture? Can J Surg. 2008;51(3):173–178. http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=med6&NEWS=N&AN=18682795 [PMC free article] [PubMed] [Google Scholar]
- 27.Iglesias S., Tepper J., Ellehoj E. Rural surgical services in two Canadian provinces. Can J Rural Med. 2006;11(3):207–217. http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=med5&NEWS=N&AN=16914079 [PubMed] [Google Scholar]
- 28.Campbell G. Rural surgical training in Australia. ANZ J Surg. 2007;77(11):922–923. doi: 10.1111/j.1445-2197.2007.04282.x. [DOI] [PubMed] [Google Scholar]
- 29.Rick T, Moshi D. The Tanzanian assistant medical officer. J Am Acad Physician Assist. 31(4):43–47. doi: 10.1097/01.JAA.0000531051.04879.59 [DOI] [PubMed]
- 30.Wilson A., Lissauer D., Thangaratinam S., Khan K.S., MacArthur C., Coomarasamy A. A comparison of clinical officers with medical doctors on outcomes of caesarean section in the developing world: meta-analysis of controlled studies. BMJ. 2011;342(7807):d2600. doi: 10.1136/bmj.d2600. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Bergstrom S. Training non-physician mid-level providers of care (associate clinicians) to perform caesarean sections in low-income countries. Best Pract Res Clin Obstet Gynaecol. 2015;29(8):1092–1101. doi: 10.1016/j.bpobgyn.2015.03.016. [DOI] [PubMed] [Google Scholar]
- 32.Chilopora G., Pereira C., Kamwendo F., Chimbiri A., Malunga E., Bergström S. Postoperative outcome of caesarean sections and other major emergency obstetric surgery by clinical officers and medical officers in Malawi. Hum Resour Heal. 2007;5(17) doi: 10.1186/1478-4491-5-17. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.McCord C., Mbaruku G., Pereira C., Nzabuhakwa C., Bergstrom S. The quality of emergency obstetrical surgery by assistant medical officers in Tanzanian district hospitals. Health Aff. 2009;28(5):w876–w885. doi: 10.1377/hlthaff.28.5.w876. [DOI] [PubMed] [Google Scholar]
- 34.Pereira C., Cumbi A., Malalane R. Meeting the need for emergency obstetric care in Mozambique: work performance and histories of medical doctors and assistant medical officers trained for surgery. BJOG. 2007;114(12):1530–1533. doi: 10.1111/j.1471-0528.2007.01489.x. [DOI] [PubMed] [Google Scholar]
- 35.Pereira C., Mbaruku G., Nzabuhakwa C., Bergström S., McCord C. Emergency obstetric surgery by non-physician clinicians in Tanzania. Int J Gynecol Obstet. 2011;114(2):180–183. doi: 10.1016/j.ijgo.2011.05.004. [DOI] [PubMed] [Google Scholar]
- 36.Gillman L., Vergis A. General surgery graduates may be ill prepared to enter rural or community surgical practice. Am J Surg. 2013;205(6):752–757. doi: 10.1016/j.amjsurg.2012.01.017. [DOI] [PubMed] [Google Scholar]
- 37.Doty B, Zuckerman R, Borgstrom D. Are general surgery residency programs likely to prepare future rural surgeons? J Surg Educ. 66(2):74–79. doi: 10.1016/j.jsurg.2008.11.005 [DOI] [PubMed]
- 38.Sanchez Del Hierro G. Are recent graduates enough prepared to perform obstetric skills in their rural and compulsory year? A study from Ecuador. Br Med J Open. 2014;4(7) doi: 10.1136/bmjopen-2014-005759. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Liberati A., Altman D.G., Tetzlaff J. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. PLoS Med. 2009;6(7) doi: 10.1371/journal.pmed.1000100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Higgins J., Altman D., Cotzsche P. The Cochrane Collaboration’s tool for assessing risk of bias in randomised trials. BMJ. 2011;343:d5928. doi: 10.1136/bmj.d5928. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Julian P.T. Higgins and Jonathan J Deeks. Cochrane handbook, chapter 7: selecting studies and collecting data. https://handbook-5-1.cochrane.org/chapter_7/7_selecting_studies_and_collecting_data.htm
- 42.Julian PT Higgins JJD and DGA on behalf of the CSMG Cochrane handbook, chapter 16: special topics in statistics. https://handbook-5-1.cochrane.org/chapter_16/16_special_topics_in_statistics.htm
- 43.Jonathan J Deeks JPH and DGA on behalf of the CSMG Cochrane handbook, chapter 9: analysing data and undertaking meta-analyses. https://handbook-5-1.cochrane.org/chapter_9/9_analysing_data_and_undertaking_meta_analyses.htm
- 44.Julian PT Higgins DGA and JAS on behalf of the CSMG and the CBMG Cochrane handbook, chapter 8: assessing risk of bias in included studies. https://handbook-5-1.cochrane.org/chapter_8/8_assessing_risk_of_bias_in_included_studies.htm
- 45.Ritchie W.P.J., Rhodes R.S., Biester T.W. Work loads and practice patterns of general surgeons in the United States, 1995–1997: a report from the American Board of Surgery. Ann Surg. 1999;230(4):533–542. doi: 10.1097/00000658-199910000-00009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Campbell N., Kitchen G., Campbell I. Operative experience of general surgeons in a rural hospital. ANZ J Surg. 2011;81(9):601–603. doi: 10.1111/j.1445-2197.2010.05593.x. [DOI] [PubMed] [Google Scholar]
- 47.Tulloh B., Clifforth S., Miller I. Caseload in rural general surgical practice and implications for training. ANZ J Surg. 2001;71(4):215–217. doi: 10.1046/j.1440-1622.2001.02075.x. [DOI] [PubMed] [Google Scholar]
- 48.Cometto G. Primary surgery in rural areas of southern Sudan. World J Surg. 2012;36(3):556–564. doi: 10.1007/s00268-011-1403-1. [DOI] [PubMed] [Google Scholar]
- 49.Meo G., Andreone D., De Bonis U., Cometto G., Enrico S., Giustetto G. Rural surgery in southern Sudan. World J Surg. 2006;30:495–504. doi: 10.1007/s00268-005-0093-y. [DOI] [PubMed] [Google Scholar]
- 50.Brauer M., Anton J., George P., Kuntner L., Wacker J. Handling postpartum haemorrhage- obstetrics between tradition and modernity in post-war Sierra Leone. Trop Doct. 2015;45(2):105–113. doi: 10.1177/0049475514557579. [DOI] [PubMed] [Google Scholar]
- 51.Alkire B., Vincent J., Turlington Burns C., Metzler I., Farmer P., Meara J. Obstructed labor and caesarean delivery: the cost and benefit of surgical intervention. PLoS One. 2012;7(4) doi: 10.1371/journal.pone.0034595. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.McCord C., Chowdhury Q. A cost effective small hospital in Bangladesh: what it can mean for emergency obstetric care. Int J Gynecol Obstet. 2003;81:83–92. doi: 10.1016/s0020-7292(03)00072-9. [DOI] [PubMed] [Google Scholar]
- 53.Clark J.D. Variation in Michigan hospital use rates: do physician and hospital characteristics provide the explanation? Soc Sci Med. 1990;30(1):67–82. doi: 10.1016/0277-9536(90)90330-u. http://ovidsp.ovid.com/ovidweb.cgi?T=JS&PAGE=reference&D=med3&NEWS=N&AN=2305285 [DOI] [PubMed] [Google Scholar]
- 54.The world factbook—Central Intelligence Agency. https://www.cia.gov/library/publications/the-world-factbook/rankorder/2091rank.html
- 55.Montagu D, Yamey G, Visconti A, et al. World Health Organization. WHO 2012 maternal and child health fact sheet; 2012. Available from: http://www.who.int/mediacentre/factsheets/fs348/en/.world health Organization. Accessed December 27, 2014. Malawi Natl Stat Off ORC Macro, …. 2011;6(March):7–8. doi: 10.1111/j.1728-4465.2007.00117.x [DOI]
- 56.Arsenault C., Fournier P., Philibert A. Emergency obstetric care in Mali: catastrophic spending and its impoverishing effects on households. Bull World Health Organ. 2013;91(3):207–216. doi: 10.2471/BLT.12.108969. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Asante F., Chikwama C., Daniels A., Armar-klemesu M. Evaluating the economic outcomes of the policy of fee exemption for maternal delivery care in Ghana. Ghana Med J. 2010;41(3) doi: 10.4314/gmj.v41i3.55277. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Souza JP, Gülmezoglu AM, Lumbiganon P, et al. Caesarean section without medical indications is associated with an increased risk of adverse short-term maternal outcomes: the 2004–2008 WHO global survey on maternal and perinatal health. BMC Med 2010;8. doi: 10.1186/1741-7015-8-71 [DOI] [PMC free article] [PubMed]
- 59.Hure A., Powers J., Chojenta C., Loxton D. Rates and predictors of caesarean section for first and second births: a prospective cohort of Australian women. Matern Child Health J. 2017;21(5):1175–1184. doi: 10.1007/s10995-016-2216-5. [DOI] [PubMed] [Google Scholar]
- 60.Dooley J. Rural and remote obstetric care close to home: program description, evaluation and discussion of Sioux Lookout Meno Ya Win Health Centre obstetrics. Can J Rural Med. 2009;14(2):75–79. [PubMed] [Google Scholar]
- 61.Grimes D. Declining surgical case-load of the obstetrician-gynecologist. Obstet Gynecol. 1986;67(6):760–762. doi: 10.1097/00006250-198606000-00002. [DOI] [PubMed] [Google Scholar]
- 62.Baird A.G., Jewell D., Walker J. Management of labour in an isolated rural maternity hospital. Br Med J. 1996;312(7025):223–226. doi: 10.1136/bmj.312.7025.223. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Sobhy S., Arroyo-Manzano D., Murugesu N. Maternal and perinatal mortality and complications associated with caesarean section in low-income and middle-income countries: a systematic review and meta-analysis. Lancet. 2019;393(May 11):1973–1982. doi: 10.1016/S0140-6736(18)32386-9. [DOI] [PubMed] [Google Scholar]
- 66.Commetto G. Primary surgery in rural areas of southern Sudan. World J Surg. 2012;36(3):556–564. doi: 10.1007/s00268-011-1403-1. [DOI] [PubMed] [Google Scholar]
- 67.Harrison K. Maternal mortality—a sharper focus on a major issue of our time. Trop J Obstet Gynaecol. 1988;1(1):9–13. [PubMed] [Google Scholar]
- 68.Henry J. A survey of surgical capacity in rural southern Nigeria: opportunities for change. World J Surg. 2012;36(12):2811–2818. doi: 10.1007/s00268-012-1764-0. [DOI] [PubMed] [Google Scholar]
- 69.Rivers P. Access to obstetrics care for rural Alabama population. Int J Health Plann Manage. 1998;13(4):277–288. doi: 10.1002/(SICI)1099-1751(199810/12)13:4<277::AID-HPM523>3.0.CO;2-X. [DOI] [PubMed] [Google Scholar]
- 70.Rose J., Weiser T.G., Hider P., Wilson L., Gruen R.L., Bickler S.W. Estimated need for surgery worldwide based on prevalence of diseases: a modelling strategy for the WHO global health estimate. Lancet Glob Heal. 2015;3(Suppl. 2):S13–S20. doi: 10.1016/S2214-109X(15)70087-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Institute for Health Metrics and Evaluation (IHME) global burden of disease http://www.healthdata.org/gbd
- 77.Swendiman R. Students need exposure to the joys of rural surgery. Bull Am Coll Surg. 2014;99(1):46–47. [PubMed] [Google Scholar]
- 78.Leow J.J., Groen R.S., Kingham T.P., Casey K.M., Hardy M.A., Kushner A.L. A preparation guide for surgical resident and student rotations to underserved regions. Surgery. 2012;151(6):770–778. doi: 10.1016/j.surg.2012.03.002. [DOI] [PubMed] [Google Scholar]
- 79.Chin-Quee A., White L., Leeds I., MacLeod J., Master V.A. Medical student surgery elective in rural Haiti: a novel approach to satisfying clerkship requirements while providing surgical care to an underserved population. World J Surg. 2011;35(4):739–744. doi: 10.1007/s00268-011-0966-1. [DOI] [PubMed] [Google Scholar]
- 80.Borgstrom D.C., Heneghan S.J. Bassett healthcare rural surgery experience. Surg Clin North Am. 2009;89(6):1321–1323. doi: 10.1016/j.suc.2009.07.011. viii-ix. [DOI] [PubMed] [Google Scholar]
- 81.Milligan J.L. Rural surgery rotation during surgical residency. Am Surg. 2009;75(9):743–745. [PubMed] [Google Scholar]
- 82.Moesinger R., Hill B. Establishing a rural surgery training program: a large community hospital, expert subspecialty faculty, specific goals and objectives in each subspecialty, and an academic environment lay a foundation. J Surg Educ. 2009;66(2):106–112. doi: 10.1016/j.jsurg.2008.12.004. [DOI] [PubMed] [Google Scholar]
- 83.Lockett M., Browder W. Back to the future: general surgery training at East Tennessee State University. Am Surg. 2009;75(1):11–14. [PubMed] [Google Scholar]
- 84.Barker C. Making a difference: an interview with Camilo Osorio Barker by J Westberg. Enhancing medical education in Colombia. Educ Heal. 2008;21(2):230. [PubMed] [Google Scholar]
- 85.Santry H.P., James T. New trends in general surgery training: creating new training environments to maximize the resident experience. Bull Am Coll Surg. 2006;91(7):19–24. [PubMed] [Google Scholar]
- 86.Zuckerman R.S. Rural surgery and surgical education. Surg Endosc Other Interv Tech. 2008;22(7):1592. doi: 10.1007/s00464-008-9838-7. [DOI] [PubMed] [Google Scholar]
- 87.Cogbill T.H. Training surgeons for rural America. Am Surg. 2007;73(2):148–151. http://www.ncbi.nlm.nih.gov/pubmed/17305291 [PubMed] [Google Scholar]
- 88.Field R.J.J. Rural surgery: the next surgical specialty? Am Surg. 2004;70(6):473–474. [PubMed] [Google Scholar]
- 89.Bruening M.H., Anthony A.A., Maddern G.J. Surgical rotations in provincial South Australia: the trainees’ perspective. ANZ J Surg. 2003;73(1–2):65–68. doi: 10.1046/j.1445-2197.2003.02620.x. [DOI] [PubMed] [Google Scholar]
- 90.McCollister H.M., Severson P.A., LeMieur T.P., Roberts S.A., Gujer M.W. Building and maintaining a successful surgery program in rural Minnesota. Surg Clin North Am. 2009;89(6):1349–1357. doi: 10.1016/j.suc.2009.09.011. ix. [DOI] [PubMed] [Google Scholar]
- 91.Whiteside C. UBC program meets rural medical needs. Can Med Assoc J. 1996;154(5):631–632. [PMC free article] [PubMed] [Google Scholar]
- 92.Price D., Prideaux D. Collaboration in curriculum design: preparing educational programs for Australian rural medical practitioners. Aust J Rural Health. 1996;4(1):48–52. doi: 10.1111/j.1440-1584.1996.tb00186.x. [DOI] [PubMed] [Google Scholar]
- 93.Inglis F.G. Surgical care in rural Canada: training and planning for the future. CMAJ. 1995;153(10):1453–1454. http://www.ncbi.nlm.nih.gov/pubmed/7585372 [PMC free article] [PubMed] [Google Scholar]
- 94.Delzell J.E.J., Ringdahl E.N. The University of Missouri Rural Obstetric Network: creating rural obstetric training sites for a university-based residency program. Fam Med J. 2003;35(4):243–245. [PubMed] [Google Scholar]
- 95.Caropreso P. ACS rural listserv: an “underdog” success story. Bull Am Coll Surg. 2014;99(7):48–51. [PubMed] [Google Scholar]
- 96.Deveney K., Jarman B., Sticca R. Responding to the need for rural general surgery training sites: a how-to. Bull Am Coll Surg. 2015;100(4):47–50. http://www.ncbi.nlm.nih.gov/pubmed/25939206 [PubMed] [Google Scholar]
- 97.Stain S.C., Cogbill T.H., Ellison E.C. Surgical training models: a new vision. Broad-based general surgery and rural general surgery training. Curr Probl Surg. 2012;49(10):565–623. doi: 10.1067/j.cpsurg.2012.06.008. [DOI] [PubMed] [Google Scholar]
- 98.Farmer D. Rural surgery is global surgery: seeking solutions to the growing surgical workforce crisis. JAMA Surg. 2013;148(9):821–822. doi: 10.1001/jamasurg.2013.2707. [DOI] [PubMed] [Google Scholar]
- 99.Cogbill T.H., Jarman B.T. Rural general surgery training: the Gundersen Lutheran approach. Surg Clin North Am. 2009;89(6):1309–1312. doi: 10.1016/j.suc.2009.07.006. [DOI] [PubMed] [Google Scholar]
- 100.Antonenko D.R. Rural surgery: the North Dakota experience. Surg Clin North Am. 2009;89(6):1367–1372. doi: 10.1016/j.suc.2009.07.010. [DOI] [PubMed] [Google Scholar]
- 101.Giles W.H. Education of the rural surgeon: experience from Tennessee. Surg Clin North Am. 2009;89(6):1313–1319. doi: 10.1016/j.suc.2009.07.005. [viii] [DOI] [PubMed] [Google Scholar]
- 102.Sani R., Nameoua B., Yahaya A. Provisional surgical training programs for increasing surgical capacity in rural areas in Niger: reply to letter. World J Surg. 2011;35(3):693. doi: 10.1007/s00268-010-0705-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Deveney K., Hunter J. Education for rural surgical practice: the Oregon Health & Science University model. Surg Clin North Am. 2009;89(6):1303–1308. doi: 10.1016/j.suc.2009.07.007. [viii] [DOI] [PubMed] [Google Scholar]
- 115.Atiyeh B.S., Gunn S.W.A., Hayek S.N. Provision of essential surgery in remote and rural areas of developed as well as low and middle income countries. Int J Surg. 2010;8(8):581–585. doi: 10.1016/j.ijsu.2010.07.291. [DOI] [PubMed] [Google Scholar]
- 121.Chittleborough T.J. Outreach surgical consulting services in North East Victoria. Aust J Rural Health. 2013;21(6):325–328. doi: 10.1111/ajr.12065. [DOI] [PubMed] [Google Scholar]
- 122.Compaore G. Readiness of district and regional hospitals in Burkina Faso to provide caesarean section and blood transfusion services: a cross-sectional study. BMC Pregnancy Childbirth. 2014;14:158. doi: 10.1186/1471-2393-14-158. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 123.Galukande M., Kaggwa S., Sekimpi P. Use of surgical task shifting to scale up essential surgical services: a feasibility analysis at facility level in Uganda. BMC Health Serv Res. 2013;13:292. doi: 10.1186/1472-6963-13-292. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124.Grimes CE, Maraka J, Kingsnorth A, Darko R, Samkange C, Lane R. Guidelines for surgeons on establishing projects in low-income countries. World J Surgery2. 2013;37:1203–1207. [DOI] [PubMed]
- 125.Price R., Sergelen O., Unursaikhan C. Improving surgical care in Mongolia: a model for sustainable development. World J Surg. 2013;37(7):1492–1499. doi: 10.1007/s00268-012-1763-1. [DOI] [PubMed] [Google Scholar]
- 126.Alehagen S.A. Nurse-based antenatal and child health care in rural India, implementation and effects—an Indian–Swedish collaboration. Rural Remote Health. 2012;12:2140. [PubMed] [Google Scholar]
- 127.Yawn B. Availability of rural Minnesota obstetric services: is it a problem? J Rural Heal. 1995;11(3):192–203. doi: 10.1111/j.1748-0361.1995.tb00415.x. [DOI] [PubMed] [Google Scholar]
- 128.Deprez R.D., Agger M.S., McQuinn L.B. Access to physicians, obstetric care use, and adequacy of prenatal care for Medicaid patients in Maine: 1985–1989. Obstet Gynecol. 1996;88(3):443–450. doi: 10.1016/0029-7844(96)00225-6. [DOI] [PubMed] [Google Scholar]
- 129.Rennie J.A., Janka A. Emergency surgery in Ethiopia. Ann R Coll Surg Engl. 1997;79(6 Supp):254–256. [PubMed] [Google Scholar]
- 130.Roos N., Black C., Wade J., Decker K. How many general surgeons do you need in rural areas? Three approaches to physician resource planning in southern Manitoba. CMAJ. 1996;155(4):395–401. http://www.ncbi.nlm.nih.gov/pubmed/8752064 [PMC free article] [PubMed] [Google Scholar]
- 131.Milland M., Bolkan H. Surgical task shifting in Sierra Leone: a controversial attempt to reduce maternal mortality. BJOG. 2015;122(2):155. doi: 10.1111/1471-0528.13175. [DOI] [PubMed] [Google Scholar]
- 132.Ni Bhuinneain G.M., McCarthy F.P. A systematic review of essential obstetric and newborn care capacity building in rural sub-Saharan Africa. BJOG An Int J Obstet Gynaecol. 2015;122(2):174–182. doi: 10.1111/1471-0528.13218. [DOI] [PubMed] [Google Scholar]
- 133.Campbell A. Leading the rebirth of the rural obstetrician. Med J Aust. 2014;201(11):667–670. doi: 10.5694/mja14.00278. [DOI] [PubMed] [Google Scholar]
- 134.Zimmerman M. Task shifting and innovative medical education—moving outside the box to serve rural Nepal. J Nepal Med Assoc. 2009;48(176):340–343. [PubMed] [Google Scholar]
- 135.Klein M. Launch of a rural advanced maternity care curriculum. Can Fam Physician. 1999;45:2273–2274. [PMC free article] [PubMed] [Google Scholar]
- 136.Forrester J., Forrester J., Kamara T. Self-reported determinants of access to surgical care in 3 developing countries. JAMA Surg. 2016;151(3):257–263. doi: 10.1001/jamasurg.2015.3431. [DOI] [PubMed] [Google Scholar]







