A Prognostic Study for the Development of Risk Prediction Model for the Success of Vaginal Birth Following a Cesarean Surgery at Felege Hiwot Comprehensive Specialized Hospital, Northwest Ethiopia
Filipos Mesay,1 Ergoye Melese,2 Gebiyaw Wudie,2 Sefineh Fenta Feleke,3 Anteneh Mengist Dessie4 1Department of Public Health, Gafat Health Center, Debre Tabor, Ethiopia; 2Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Bahir Dar Universi...
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| Format: | Article |
| Language: | English |
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Dove Medical Press
2023-01-01
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| Series: | Risk Management and Healthcare Policy |
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| Online Access: | https://www.dovepress.com/a-prognostic-study-for-the-development-of-risk-prediction-model-for-th-peer-reviewed-fulltext-article-RMHP |
| _version_ | 1797944667683160064 |
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| author | Mesay F Melese E Wudie G Feleke SF Dessie AM |
| author_facet | Mesay F Melese E Wudie G Feleke SF Dessie AM |
| author_sort | Mesay F |
| collection | DOAJ |
| description | Filipos Mesay,1 Ergoye Melese,2 Gebiyaw Wudie,2 Sefineh Fenta Feleke,3 Anteneh Mengist Dessie4 1Department of Public Health, Gafat Health Center, Debre Tabor, Ethiopia; 2Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia; 3Department of Public Health, College of Health Sciences, Woldia University, Woldia, Ethiopia; 4Department of Public Health, College of Health Sciences, Debre Tabor University, Debre Tabor, EthiopiaCorrespondence: Sefineh Fenta Feleke; Filipos Mesay, Tel +251928573882 ; Tel +251984929331, Email fentasefineh21@gmail.com; mesayfilipos16@gmail.comBackground: An attempt at vaginal delivery by a woman who has previously had a cesarean section is known as a trial of labor after cesarean section. The most important issues are how to accurately anticipate successful vaginal birth after cesarean surgery and how to calculate the likelihood of success of vaginal birth after caesarean section that is suitable for women. Consequently, a tailored prediction of vaginal birth after caesarean section may result in a more effective counseling.Objective: To create a clinical risk score and prediction model for the success of vaginal birth following a previous caesarean section in women.Methods: A prognostic analysis was carried out at Felege Hiwot Comprehensive and Specialized Referral Hospital from 30 February 2017 to 30 March 2021. R statistical programming language version 4.0 was used for analysis once the data had been coded and entered into Epidata, version 3.02. Significant factors (P< 0.05) were kept in the backward multivariable logistic regression model, and variables with (P< 0.25) from the bi-variable logistic regression analysis were also added.Results: After a cesarean section, 67% of women were successful in giving birth vaginally. Previous successful vaginal birth after cesarean surgery, rupture of the membranes, and initiation time of ANC, the beginning of labor, parity and time since the previous delivery were remained in the final multivariable prediction model. The AUC of the model was 0.748 (95% CI: 0.714– 0.781).Conclusion: Overall, this study demonstrated the likelihood of predicting vaginal birth utilizing the ideal confluence of parity, membrane rupture, and onset of labor, prior history of VBAC, inter-delivery gap, and ANC beginning time. Sixty-seven percent of VBACs were successful. As a result, this model may aid in identifying pregnant women who are candidates for VBAC and who have a better likelihood of success.Keywords: prediction model, vaginal birth after cesarean section, risk score, Ethiopia |
| first_indexed | 2024-04-10T20:43:15Z |
| format | Article |
| id | doaj.art-fe91f538583b4eddb2ac235a0f48fc69 |
| institution | Directory Open Access Journal |
| issn | 1179-1594 |
| language | English |
| last_indexed | 2024-04-10T20:43:15Z |
| publishDate | 2023-01-01 |
| publisher | Dove Medical Press |
| record_format | Article |
| series | Risk Management and Healthcare Policy |
| spelling | doaj.art-fe91f538583b4eddb2ac235a0f48fc692023-01-24T18:10:56ZengDove Medical PressRisk Management and Healthcare Policy1179-15942023-01-01Volume 16556881115A Prognostic Study for the Development of Risk Prediction Model for the Success of Vaginal Birth Following a Cesarean Surgery at Felege Hiwot Comprehensive Specialized Hospital, Northwest EthiopiaMesay FMelese EWudie GFeleke SFDessie AMFilipos Mesay,1 Ergoye Melese,2 Gebiyaw Wudie,2 Sefineh Fenta Feleke,3 Anteneh Mengist Dessie4 1Department of Public Health, Gafat Health Center, Debre Tabor, Ethiopia; 2Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia; 3Department of Public Health, College of Health Sciences, Woldia University, Woldia, Ethiopia; 4Department of Public Health, College of Health Sciences, Debre Tabor University, Debre Tabor, EthiopiaCorrespondence: Sefineh Fenta Feleke; Filipos Mesay, Tel +251928573882 ; Tel +251984929331, Email fentasefineh21@gmail.com; mesayfilipos16@gmail.comBackground: An attempt at vaginal delivery by a woman who has previously had a cesarean section is known as a trial of labor after cesarean section. The most important issues are how to accurately anticipate successful vaginal birth after cesarean surgery and how to calculate the likelihood of success of vaginal birth after caesarean section that is suitable for women. Consequently, a tailored prediction of vaginal birth after caesarean section may result in a more effective counseling.Objective: To create a clinical risk score and prediction model for the success of vaginal birth following a previous caesarean section in women.Methods: A prognostic analysis was carried out at Felege Hiwot Comprehensive and Specialized Referral Hospital from 30 February 2017 to 30 March 2021. R statistical programming language version 4.0 was used for analysis once the data had been coded and entered into Epidata, version 3.02. Significant factors (P< 0.05) were kept in the backward multivariable logistic regression model, and variables with (P< 0.25) from the bi-variable logistic regression analysis were also added.Results: After a cesarean section, 67% of women were successful in giving birth vaginally. Previous successful vaginal birth after cesarean surgery, rupture of the membranes, and initiation time of ANC, the beginning of labor, parity and time since the previous delivery were remained in the final multivariable prediction model. The AUC of the model was 0.748 (95% CI: 0.714– 0.781).Conclusion: Overall, this study demonstrated the likelihood of predicting vaginal birth utilizing the ideal confluence of parity, membrane rupture, and onset of labor, prior history of VBAC, inter-delivery gap, and ANC beginning time. Sixty-seven percent of VBACs were successful. As a result, this model may aid in identifying pregnant women who are candidates for VBAC and who have a better likelihood of success.Keywords: prediction model, vaginal birth after cesarean section, risk score, Ethiopiahttps://www.dovepress.com/a-prognostic-study-for-the-development-of-risk-prediction-model-for-th-peer-reviewed-fulltext-article-RMHPprediction modelvaginal birth after cesarean sectionrisk scoreethiopia |
| spellingShingle | Mesay F Melese E Wudie G Feleke SF Dessie AM A Prognostic Study for the Development of Risk Prediction Model for the Success of Vaginal Birth Following a Cesarean Surgery at Felege Hiwot Comprehensive Specialized Hospital, Northwest Ethiopia Risk Management and Healthcare Policy prediction model vaginal birth after cesarean section risk score ethiopia |
| title | A Prognostic Study for the Development of Risk Prediction Model for the Success of Vaginal Birth Following a Cesarean Surgery at Felege Hiwot Comprehensive Specialized Hospital, Northwest Ethiopia |
| title_full | A Prognostic Study for the Development of Risk Prediction Model for the Success of Vaginal Birth Following a Cesarean Surgery at Felege Hiwot Comprehensive Specialized Hospital, Northwest Ethiopia |
| title_fullStr | A Prognostic Study for the Development of Risk Prediction Model for the Success of Vaginal Birth Following a Cesarean Surgery at Felege Hiwot Comprehensive Specialized Hospital, Northwest Ethiopia |
| title_full_unstemmed | A Prognostic Study for the Development of Risk Prediction Model for the Success of Vaginal Birth Following a Cesarean Surgery at Felege Hiwot Comprehensive Specialized Hospital, Northwest Ethiopia |
| title_short | A Prognostic Study for the Development of Risk Prediction Model for the Success of Vaginal Birth Following a Cesarean Surgery at Felege Hiwot Comprehensive Specialized Hospital, Northwest Ethiopia |
| title_sort | prognostic study for the development of risk prediction model for the success of vaginal birth following a cesarean surgery at felege hiwot comprehensive specialized hospital northwest ethiopia |
| topic | prediction model vaginal birth after cesarean section risk score ethiopia |
| url | https://www.dovepress.com/a-prognostic-study-for-the-development-of-risk-prediction-model-for-th-peer-reviewed-fulltext-article-RMHP |
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