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Iachecen F, Dallagassa MR, Portela Santos EA, Carvalho DR, Ioshii SO. Is it possible to automate the discovery of process maps for the time-driven activity-based costing method? A systematic review. BMC Health Serv Res 2023; 23:1408. [PMID: 38093275 PMCID: PMC10720189 DOI: 10.1186/s12913-023-10411-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 11/30/2023] [Indexed: 12/17/2023] Open
Abstract
OBJECTIVES The main objective of this manuscript was to identify the methods used to create process maps for care pathways that utilized the time-driven activity-based costing method. METHODS This is a systematic mapping review. Searches were performed in the Embase, PubMed, CINAHL, Scopus, and Web of Science electronic literature databases from 2004 to September 25, 2022. The included studies reported practical cases from healthcare institutions in all medical fields as long as the time-driven activity-based costing method was employed. We used the time-driven activity-based costing method and analyzed the created process maps and a qualitative approach to identify the main fields. RESULTS A total of 412 studies were retrieved, and 70 articles were included. Most of the articles are related to the fields of orthopedics and childbirth-related to hospital surgical procedures. We also identified various studies in the field of oncology and telemedicine services. The main methods for creating the process maps were direct observational practices, complemented by the involvement of multidisciplinary teams through surveys and interviews. Only 33% of the studies used hospital documents or healthcare data records to integrate with the process maps, and in 67% of the studies, the created maps were not validated by specialists. CONCLUSIONS The application of process mining techniques effectively automates models generated through clinical pathways. They are applied to the time-driven activity-based costing method, making the process more agile and contributing to the visualization of high degrees of variations encountered in processes, thereby making it possible to enhance and achieve continual improvements in processes.
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Affiliation(s)
- Franciele Iachecen
- Graduate Program in Health Technology, Pontifícia Universidade Católica do Paraná., 1155, Imaculada Conceição st., Curitiba, Paraná, 80215-90, Brazil.
| | - Marcelo Rosano Dallagassa
- Graduate Program in Health Technology, Pontifícia Universidade Católica do Paraná., 1155, Imaculada Conceição st., Curitiba, Paraná, 80215-90, Brazil
| | | | - Deborah Ribeiro Carvalho
- Graduate Program in Health Technology, Pontifícia Universidade Católica do Paraná., 1155, Imaculada Conceição st., Curitiba, Paraná, 80215-90, Brazil
| | - Sérgio Ossamu Ioshii
- Graduate Program in Health Technology, Pontifícia Universidade Católica do Paraná., 1155, Imaculada Conceição st., Curitiba, Paraná, 80215-90, Brazil
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Squeo GC, Lattimore CM, Simone NL, Suralik G, Dutta SW, Schad MD, Su L, Libby B, Janowski EM, Showalter SL, Lobo JM, Showalter TN. A comparative study using time-driven activity-based costing in single-fraction breast high-dose rate brachytherapy: An integrated brachytherapy suite vs. decentralized workflow. Brachytherapy 2022; 21:334-340. [PMID: 35125328 PMCID: PMC9149052 DOI: 10.1016/j.brachy.2021.12.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 12/06/2021] [Accepted: 12/07/2021] [Indexed: 11/02/2022]
Abstract
INTRODUCTION Precision breast intraoperative radiation therapy (PB-IORT) is a novel approach to adjuvant radiation therapy for early-stage breast cancer performed as part of a phase II clinical trial at two institutions. One institution performs the entire procedure in an integrated brachytherapy suite which contains a CT-on-rails imaging unit and full anesthesia capabilities. At the other, breast conserving surgery and radiation therapy take place in two separate locations. Here, we utilize time-driven activity-based costing (TDABC) to compare these two models for the delivery of PB-IORT. METHODS Process maps were created to describe each step required to deliver PB-IORT at each institution, including personnel, equipment, and supplies. Time investment was estimated for each step. The capacity cost rate was determined for each resource, and total costs of care were then calculated by multiplying the capacity cost rates by the time estimate for the process step and adding any additional product costs. RESULTS PB-IORT costs less to deliver at a distributed facility, as is more commonly available, than an integrated brachytherapy suite ($3,262.22 vs. $3,996.01). The largest source of costs in both settings ($2,400) was consumable supplies, including the brachytherapy balloon applicator. The difference in costs for the two facility types was driven by personnel costs ($1,263.41 vs. $764.89). In the integrated facility, increased time required by radiation oncology nursing and the anesthesia attending translated to the greatest increases in cost. Equipment costs were also slightly higher in the integrated suite setting ($332.60 vs. $97.33). CONCLUSIONS The overall cost of care is higher when utilizing an integrated brachytherapy suite to deliver PB-IORT. This was primarily driven by additional personnel costs from nursing and anesthesia, although the greatest cost of delivery in both settings was the disposable brachytherapy applicator. These differences in cost must be balanced against the potential impact on patient experience with these approaches.
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Affiliation(s)
- Gabriella C Squeo
- Division of Breast and Melanoma Surgery, Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA
| | - Courtney M Lattimore
- Division of Breast and Melanoma Surgery, Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA
| | - Nicole L Simone
- Department of Radiation Oncology, Sidney Kimmel Cancer Center at Thomas Jefferson University, Philadelphia, PA
| | - Greg Suralik
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, VA
| | - Sunil W Dutta
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, VA
| | - Michael D Schad
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, VA
| | - Lucy Su
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, VA
| | - Bruce Libby
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, VA
| | - Einsley-Marie Janowski
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, VA
| | - Shayna L Showalter
- Division of Breast and Melanoma Surgery, Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA
| | - Jennifer M Lobo
- Department of Public Health Sciences, University of Virginia School of Medicine, Charlottesville, VA
| | - Timothy N Showalter
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, VA.
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The role for vaginal cuff brachytherapy boost after external beam radiation therapy in endometrial cancer. Brachytherapy 2022; 21:177-185. [PMID: 35210017 DOI: 10.1016/j.brachy.2021.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 10/10/2021] [Accepted: 10/19/2021] [Indexed: 11/20/2022]
Abstract
PURPOSE To evaluate the role and technique of a vaginal cuff brachytherapy (VB) boost to adjuvant external beam (EB) radiation for endometrial cancer through a systematic review. METHODS AND MATERIALS Relevant trials were identified through a systematic search of the literature. RESULTS A total of 21 prospective and retrospective studies which had a patient cohort undergoing EB + VB was identified to evaluate for rates of vaginal and pelvic recurrences, overall survival, and toxicity. Additional database studies were utilized to demonstrate differences in local control and overall survival between EB and EB + VB. CONCLUSIONS While there is limited prospective evidence to guide the use of a VB boost after EB, the evidence suggests that patients with a higher risk of a vaginal recurrence such as those with cervical stromal involvement in select Stage III patients may derive local control and survival benefits from a VB boost. Additional individual risk factors such as grade, histology, extent of invasion, margin status, age, and the use of lower doses of EB should be considered when deciding when to add a VB boost.
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Jiang Q, Zhu X, Chen L, Zhao Z, Chen Y. Research on Time-Driven Activity-Based Management System of Public Hospitals. Front Public Health 2022; 9:763829. [PMID: 35155338 PMCID: PMC8830609 DOI: 10.3389/fpubh.2021.763829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 12/20/2021] [Indexed: 11/23/2022] Open
Abstract
Objective To provide references for effective implementing cost management for public hospitals through establishing time-driven activity-based management (TDABM) system. The TDABM system was established from hospital cost accounting, budget, control, and performance. Results The established TDABM system could improve the precision of hospital cost accounting, improve medical staff's working efficiency, realize the whole process of cost management, and enhance the competitiveness of the hospital. Conclusion The activity of implementing TDABM in public hospitals had practical significance.
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Affiliation(s)
- Qiwen Jiang
- School of Economic Management, Southeast University, Nanjing, China
| | - Xueyuan Zhu
- School of Economic Management, Southeast University, Nanjing, China
- *Correspondence: Xueyuan Zhu
| | - Lianghua Chen
- School of Economic Management, Southeast University, Nanjing, China
| | - Ziyuan Zhao
- School of Economic Management, Southeast University, Nanjing, China
| | - Yilong Chen
- School of Economics, Finance and Accounting, Coventry University, Coventry, United Kingdom
- Yilong Chen
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Mulherkar R, Keller A, Showalter TN, Thaker N, Beriwal S. A primer on time-driven activity-based costing in brachytherapy. Brachytherapy 2021; 21:43-48. [PMID: 34376368 DOI: 10.1016/j.brachy.2021.05.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 05/11/2021] [Accepted: 05/18/2021] [Indexed: 11/02/2022]
Abstract
Emphasis on value-based healthcare has led to increasing use of time-driven activity-based costing (TDABC) across medical departments. When applied to brachytherapy, TDABC provides insight into differences in costs across various modes of therapy, the nuances that drive cost including institutional factors and involved personnel, and discrepancies in reimbursement which influence clinical practice. This is especially important with the new alternative payment model (APM) in radiation oncology which offers fixed reimbursement per 90-day episode of care. The TDABC model can thus be utilized to improve efficiency, optimize the role of ancillary staff in treatment planning and care delivery, and implement shorter fraction schedules when clinically appropriate to promote value-based care. Ultimately, application of this methodology could potentiate changes to practice and incentives to improve patient care. In this review, we discuss the utility and limitations of TDABC in the context of existing studies in brachytherapy which have utilized this methodology.
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Affiliation(s)
- Ria Mulherkar
- Drexel University School of Medicine, Philadelphia, Pennsylvania
| | - Andrew Keller
- Department of Radiation Oncology, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Timothy N Showalter
- Department of Radiation Oncology, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Nikhil Thaker
- Department of Radiation Oncology, Arizona Oncology, Tucson, Arizona
| | - Sushil Beriwal
- Department of Radiation Oncology, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania.
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Patel RR, Verma V, Barsoumian HB, Ning MS, Chun SG, Tang C, Chang JY, Lee PP, Gandhi S, Balter P, Dunn JD, Chen D, Puebla-Osorio N, Cortez MA, Welsh JW. Use of Multi-Site Radiation Therapy for Systemic Disease Control. Int J Radiat Oncol Biol Phys 2021; 109:352-364. [PMID: 32798606 PMCID: PMC10644952 DOI: 10.1016/j.ijrobp.2020.08.025] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 08/05/2020] [Accepted: 08/06/2020] [Indexed: 02/08/2023]
Abstract
Metastatic cancer is a heterogeneous entity, some of which could benefit from local consolidative radiation therapy (RT). Although randomized evidence is growing in support of using RT for oligometastatic disease, a highly active area of investigation relates to whether RT could benefit patients with polymetastatic disease. This article highlights the preclinical and clinical rationale for using RT for polymetastatic disease, proposes an exploratory framework for selecting patients best suited for these types of treatments, and briefly reviews potential challenges. The goal of this hypothesis-generating review is to address personalized multimodality systemic treatment for patients with metastatic cancer. The rationale for using high-dose RT is primarily for local control and immune activation in either oligometastatic or polymetastatic disease. However, the primary application of low-dose RT is to activate distinct antitumor immune pathways and modulate the tumor stroma in efforts to better facilitate T cell infiltration. We explore clinical cases involving high- and low-dose RT to demonstrate the potential efficacy of such treatment. We then group patients by extent of disease burden to implement high- and/or low-dose RT. Patients with low-volume disease may receive high-dose RT to all sites as part of an oligometastatic paradigm. Subjects with high-volume disease (for whom standard of care remains palliative RT only) could be treated with a combination of high-dose RT to a few sites for immune activation, while receiving low-dose RT to several remaining lesions to enhance systemic responses from high-dose RT and immunotherapy. We further discuss how emerging but speculative concepts such as immune function may be integrated into this approach and examine therapies currently under investigation that may help address immune deficiencies. The review concludes by addressing challenges in using RT for polymetastatic disease, such as concerns about treatment planning workflows, treatment times, dose constraints for multiple-isocenter treatments, and economic considerations.
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Affiliation(s)
- Roshal R Patel
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas; Albany Medical College, Albany, New York
| | - Vivek Verma
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hampartsoum B Barsoumian
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Matthew S Ning
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Stephen G Chun
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Chad Tang
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Joe Y Chang
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Percy P Lee
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Saumil Gandhi
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Peter Balter
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Joe Dan Dunn
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Dawei Chen
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Nahum Puebla-Osorio
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Maria Angelica Cortez
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - James W Welsh
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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