1
|
Taghipour MM, Sepehri MM. Designing a novel hybrid healthcare teleconsultation network: a benchtop study of telepathology in Iran and a systematic review. BMC Med Inform Decis Mak 2020; 20:186. [PMID: 32787833 PMCID: PMC7477836 DOI: 10.1186/s12911-020-01170-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Accepted: 06/26/2020] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Growing demand for medical services has increased patient waiting time due to the limited number or unbalanced distribution of healthcare centers. Healthcare teleconsultation networks are one of the potentially powerful systems to overcome this problem. Medical pathology can hugely benefit from teleconsultation networks because having second opinions is precious for many cases; however, resource planning (i.e., assignment and distribution of pathology consultation requests) is challenging due to bulky medical images of patients. This results in high setup and operational costs. The aim of this study is to design an optimal teleconsultation network for pathology labs under the supervision of medical sciences universities in Tehran, Iran. METHODS To avoid the setup cost, we first propose a modified hybrid peer-to-peer (P2P) overlay architecture for our telepathology network, using Iran's National Healthcare Information Network (SHAMS) as the underlying infrastructure. Then we apply optimization techniques to solve the request assignment and distribution problems in the network. Finally, we present a novel mathematical model with the objective of minimizing the variable operational costs of the system. RESULTS The efficiency of the proposed method was evaluated by a set of practical-sized network instances simulated based on the characteristics of SHAMS. The results show that the presented model and architecture can obtain optimal solutions for network instances up to 350 nodes, which covers our target network. CONCLUSIONS We believe that the proposed method can be beneficial for designing large-scale medical teleconsultation networks by adjusting the constraints according to the rules and conditions of each country. Our findings showed that teleconsultation networks in countries with strong information technology (IT) infrastructures are under the influence of consultation fees, while in countries with weak IT infrastructure, the transmission costs are more critical. To the best of our knowledge, no research has so far addressed resource planning in medical teleconsultation networks using optimization techniques. Besides, the target network, i.e., pathology labs under the supervision of medical sciences universities in Tehran and the SHAMS network, are discussed for the first time in this work.
Collapse
Affiliation(s)
- Mohammad Mahdi Taghipour
- The Laboratory for Healthcare Systems Optimization, Engineering, and Informatics, Faculty of Industrial and Systems Engineering, Tarbiat Modares University, Tehran, 1411713116 Iran
| | - Mohammad Mehdi Sepehri
- The Laboratory for Healthcare Systems Optimization, Engineering, and Informatics, Faculty of Industrial and Systems Engineering, Tarbiat Modares University, Tehran, 1411713116 Iran
| |
Collapse
|
2
|
Tsui J, Howard J, O'Malley D, Miller WL, Hudson SV, Rubinstein EB, Ferrante JM, Bator A, Crabtree BF. Understanding primary care-oncology relationships within a changing healthcare environment. BMC FAMILY PRACTICE 2019; 20:164. [PMID: 31775653 PMCID: PMC6882058 DOI: 10.1186/s12875-019-1056-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 11/21/2019] [Indexed: 12/24/2022]
Abstract
Background Management of care transitions from primary care into and out of oncology is critical for optimal care of cancer patients and cancer survivors. There is limited understanding of existing primary care-oncology relationships within the context of the changing health care environment. Methods Through a comparative case study of 14 innovative primary care practices throughout the United States (U.S.), we examined relationships between primary care and oncology settings to identify attributes contributing to strengthened relationships in diverse settings. Field researchers observed practices for 10–12 days, recording fieldnotes and conducting interviews. We created a reduced dataset of all text related to primary care-oncology relationships, and collaboratively identified patterns to characterize these relationships through an inductive “immersion/crystallization” analysis process. Results Nine of the 14 practices discussed having either formal or informal primary care-oncology relationships. Nearly all formal primary care-oncology relationships were embedded within healthcare systems. The majority of private, independent practices had more informal relationships between individual primary care physicians and specific oncologists. Practices with formal relationships noted health system infrastructure that facilitates transfer of patient information and timely referrals. Practices with informal relationships described shared commitment, trust, and rapport with specific oncologists. Regardless of relationship type, challenges reported by primary care settings included lack of clarity about roles and responsibilities during cancer treatment and beyond. Conclusions With the rapid transformation of U.S. healthcare towards system ownership of primary care practices, efforts are needed to integrate strengths of informal primary care-oncology relationships in addition to formal system driven relationships.
Collapse
Affiliation(s)
- Jennifer Tsui
- Division of Population Science, Rutgers Cancer Institute of New Jersey, Rutgers, the State University of New Jersey, 195 Little Albany, New Brunswick, NJ, 08903, USA.
| | - Jenna Howard
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, Rutgers, the State University of New Jersey, 112 Paterson St, New Brunswick, NJ, 08901, USA
| | - Denalee O'Malley
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, Rutgers, the State University of New Jersey, 112 Paterson St, New Brunswick, NJ, 08901, USA
| | - William L Miller
- Lehigh Valley Health Network, University of South Florida Morsani College of Medicine, 1247 S. Cedar Crest Blvd., Allentown, PA, 18103, USA
| | - Shawna V Hudson
- Division of Population Science, Rutgers Cancer Institute of New Jersey, Rutgers, the State University of New Jersey, 195 Little Albany, New Brunswick, NJ, 08903, USA.,Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, Rutgers, the State University of New Jersey, 112 Paterson St, New Brunswick, NJ, 08901, USA
| | - Ellen B Rubinstein
- Department of Sociology and Anthropology, North Dakota State University, 428 Minard Hall, 1210 Albrecht Boulevard, Fargo, ND, USA
| | - Jeanne M Ferrante
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, Rutgers, the State University of New Jersey, 112 Paterson St, New Brunswick, NJ, 08901, USA
| | - Alicja Bator
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, Rutgers, the State University of New Jersey, 112 Paterson St, New Brunswick, NJ, 08901, USA
| | - Benjamin F Crabtree
- Division of Population Science, Rutgers Cancer Institute of New Jersey, Rutgers, the State University of New Jersey, 195 Little Albany, New Brunswick, NJ, 08903, USA.,Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, Rutgers, the State University of New Jersey, 112 Paterson St, New Brunswick, NJ, 08901, USA
| |
Collapse
|
3
|
Paul DL, McDaniel RR. Facilitating telemedicine project sustainability in medically underserved areas: a healthcare provider participant perspective. BMC Health Serv Res 2016; 16:148. [PMID: 27112268 PMCID: PMC4845495 DOI: 10.1186/s12913-016-1401-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2015] [Accepted: 04/18/2016] [Indexed: 11/18/2022] Open
Abstract
Background Very few telemedicine projects in medically underserved areas have been sustained over time. This research furthers understanding of telemedicine service sustainability by examining teleconsultation projects from the perspective of healthcare providers. Drivers influencing healthcare providers’ continued participation in teleconsultation projects and how projects can be designed to effectively and efficiently address these drivers is examined. Methods Case studies of fourteen teleconsultation projects that were part of two health sciences center (HSC) based telemedicine networks was utilized. Semi-structured interviews of 60 key informants (clinicians, administrators, and IT professionals) involved in teleconsultation projects were the primary data collection method. Results Two key drivers influenced providers’ continued participation. First was severe time constraints. Second was remote site healthcare providers’ (RSHCPs) sense of professional isolation. Two design steps to address these were identified. One involved implementing relatively simple technology and process solutions to make participation convenient. The more critical and difficult design step focused on designing teleconsultation projects for collaborative, active learning. This learning empowered participating RSHCPs by leveraging HSC specialists’ expertise. Conclusions In order to increase sustainability the fundamental purpose of teleconsultation projects needs to be re-conceptualized. Doing so requires HSC specialists and RSHCPs to assume new roles and highlights the importance of trust. By implementing these design steps, healthcare delivery in medically underserved areas can be positively impacted.
Collapse
Affiliation(s)
- David L Paul
- Department of Business Information and Analytics, Daniels College of Business, University of Denver, Denver, Colorado, USA.
| | - Reuben R McDaniel
- McCombs School of Business, The University of Texas at Austin, Austin, Texas, USA
| |
Collapse
|