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Vasquez HM, Pianarosa E, Sirbu R, Diemert LM, Cunningham H, Harish V, Donmez B, Rosella LC. Human factors methods in the design of digital decision support systems for population health: a scoping review. BMC Public Health 2024; 24:2458. [PMID: 39256672 PMCID: PMC11385511 DOI: 10.1186/s12889-024-19968-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 09/02/2024] [Indexed: 09/12/2024] Open
Abstract
BACKGROUND While Human Factors (HF) methods have been applied to the design of decision support systems (DSS) to aid clinical decision-making, the role of HF to improve decision-support for population health outcomes is less understood. We sought to comprehensively understand how HF methods have been used in designing digital population health DSS. MATERIALS AND METHODS We searched English documents published in health sciences and engineering databases (Medline, Embase, PsychINFO, Scopus, Comendex, Inspec, IEEE Xplore) between January 1990 and September 2023 describing the development, validation or application of HF principles to decision support tools in population health. RESULTS We identified 21,581 unique records and included 153 studies for data extraction and synthesis. We included research articles that had a target end-user in population health and that used HF. HF methods were applied throughout the design lifecycle. Users were engaged early in the design lifecycle in the needs assessment and requirements gathering phase and design and prototyping phase with qualitative methods such as interviews. In later stages in the lifecycle, during user testing and evaluation, and post deployment evaluation, quantitative methods were more frequently used. However, only three studies used an experimental framework or conducted A/B testing. CONCLUSIONS While HF have been applied in a variety of contexts in the design of data-driven DSSs for population health, few have used Human Factors to its full potential. We offer recommendations for how HF can be leveraged throughout the design lifecycle. Most crucially, system designers should engage with users early on and throughout the design process. Our findings can support stakeholders to further empower public health systems.
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Affiliation(s)
- Holland M Vasquez
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Emilie Pianarosa
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Renee Sirbu
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Lori M Diemert
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Heather Cunningham
- Gerstein Science Information Centre, University of Toronto, Toronto, Ontario, Canada
| | - Vinyas Harish
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Birsen Donmez
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Laura C Rosella
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
- Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada.
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Olivier B, Obiora OL, MacMillan C, Finch C. Injury surveillance in community cricket: A new inning for South Africa. SOUTH AFRICAN JOURNAL OF PHYSIOTHERAPY 2022; 78:1756. [PMID: 35814045 PMCID: PMC9257739 DOI: 10.4102/sajp.v78i1.1756] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 04/11/2022] [Indexed: 11/18/2022] Open
Abstract
Published injury rates amongst elite and club-level youth cricketers highlight the need to implement injury risk-reducing strategies amongst the youth cricketing population. Data from sports injury surveillance systems are a prerequisite for the development and evaluation of strategies to reduce injury risk. Therefore, collecting injury surveillance data is a positive move towards reducing injuries in cricket. In South Africa, a systematic, standardised, evidence-informed injury surveillance system currently does not exist for community levels of play, namely, in cricket-playing high schools and cricket clubs. Although injury surveillance systems exist at elite levels, the obvious differences in elite versus community cricket settings mean that these systems cannot be implemented in their current form at community-level cricket. An innovative model is required to implement an injury surveillance system in community cricket. Clinical implications This article proposes and describes a new research-practice partnership model to implement a systematic, standardised, evidence-informed injury surveillance system at cricket-playing high schools or cricket clubs within South Africa. Once this model has been employed, database systems will need to be established to allow long-term data management and sharing.
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Affiliation(s)
- Benita Olivier
- Wits Cricket Research Hub for Science, Medicine and Rehabilitation, School of Therapeutic Sciences, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Physiotherapy, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Oluchukwu L. Obiora
- Wits Cricket Research Hub for Science, Medicine and Rehabilitation, School of Therapeutic Sciences, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Physiotherapy, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Candice MacMillan
- Wits Cricket Research Hub for Science, Medicine and Rehabilitation, School of Therapeutic Sciences, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Physiotherapy, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Caroline Finch
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia
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O'Connor S, Hitchens PL, Bolwell C, Annan R, McGoldrick A, Fortington LV. A Cross Sectional Survey of International Horse-Racing Authorities on Injury Data Collection and Reporting Practices For Professional Jockeys. J Equine Vet Sci 2021; 104:103686. [PMID: 34416980 DOI: 10.1016/j.jevs.2021.103686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 06/01/2021] [Accepted: 06/07/2021] [Indexed: 11/15/2022]
Abstract
Jockey injuries are common in professional horse-racing and can result in life-threatening or career-ending outcomes. Robust injury data are essential to understand the circumstances of injury occurrence and ultimately identify prevention opportunities. This study aimed to identify jockey injury surveillance practices of international horse-racing authorities (HRAs) and the specific data items collected and reported by each HRA. A cross-sectional survey of representatives (e.g. Chief Medical Officer) from international HRAs was conducted. An online and paper questionnaire was designed comprised of 32 questions. Questions considered the barriers and facilitators to data collection within each HRA, and where available, what data were collected and reported by HRAs. Representatives from 15 international racing jurisdictions were included, of which 12 reported collection of race day injuries or falls, using varied definitions of medical attention and time loss. Six HRAs did not have a definition for a jockey injury, and eight HRAs had no parameters for describing injury severity. Race day exposure was collected by two HRAs. Results were commonly presented by HRAs as the number of injuries (n = 9/15) or proportion of injured jockeys (n = 6/15). The lack of a designated role for collection, collation and reporting of data was the main barrier for injury surveillance. Twelve HRAs agreed that mandatory collection would be a strong facilitator to improving practice. Enhancement and standardization of international jockey injury surveillance is required to move forward with evidence informed prevention. Concurrent investigation of how reporting practices can be best supported within existing HRA structures is recommended.
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Affiliation(s)
- Siobhán O'Connor
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, School of Health and Human Performance, Dublin City University, Ireland.
| | - Peta L Hitchens
- Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Australia
| | | | - Rachel Annan
- Bristol Veterinary School, University of Bristol, UK
| | | | - Lauren V Fortington
- Exercise Medicine Research Institute, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia
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Bahr R, Clarsen B, Derman W, Dvorak J, Emery CA, Finch CF, Hägglund M, Junge A, Kemp S, Khan KM, Marshall SW, Meeuwisse W, Mountjoy M, Orchard JW, Pluim B, Quarrie KL, Reider B, Schwellnus M, Soligard T, Stokes KA, Timpka T, Verhagen E, Bindra A, Budgett R, Engebretsen L, Erdener U, Chamari K. International Olympic Committee consensus statement: methods for recording and reporting of epidemiological data on injury and illness in sport 2020 (including STROBE Extension for Sport Injury and Illness Surveillance (STROBE-SIIS)). Br J Sports Med 2020; 54:372-389. [PMID: 32071062 PMCID: PMC7146946 DOI: 10.1136/bjsports-2019-101969] [Citation(s) in RCA: 416] [Impact Index Per Article: 104.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/07/2020] [Indexed: 12/16/2022]
Abstract
Injury and illness surveillance, and epidemiological studies, are fundamental elements of concerted efforts to protect the health of the athlete. To encourage consistency in the definitions and methodology used, and to enable data across studies to be compared, research groups have published 11 sport-specific or setting-specific consensus statements on sports injury (and, eventually, illness) epidemiology to date. Our objective was to further strengthen consistency in data collection, injury definitions and research reporting through an updated set of recommendations for sports injury and illness studies, including a new Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist extension. The IOC invited a working group of international experts to review relevant literature and provide recommendations. The procedure included an open online survey, several stages of text drafting and consultation by working groups and a 3-day consensus meeting in October 2019. This statement includes recommendations for data collection and research reporting covering key components: defining and classifying health problems; severity of health problems; capturing and reporting athlete exposure; expressing risk; burden of health problems; study population characteristics and data collection methods. Based on these, we also developed a new reporting guideline as a STROBE Extension-the STROBE Sports Injury and Illness Surveillance (STROBE-SIIS). The IOC encourages ongoing in- and out-of-competition surveillance programmes and studies to describe injury and illness trends and patterns, understand their causes and develop measures to protect the health of the athlete. Implementation of the methods outlined in this statement will advance consistency in data collection and research reporting.
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Affiliation(s)
- Roald Bahr
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Aspetar Orthopaedic and Sports Medicine Hospital, Doha, Qatar
| | - Ben Clarsen
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Department of Health Promotion, Norwegian Institute of Public Health, Bergen, Norway
| | - Wayne Derman
- Institute of Sport and Exercise Medicine, Division of Orthopaedic Surgery, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Jiri Dvorak
- Spine Unit, Swiss Concussion Center and Swiss Golf Medical Center, Schulthess Clinic, Zurich, Switzerland
| | - Carolyn A Emery
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Pediatrics and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Caroline F Finch
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Martin Hägglund
- Department of Medical and Health Sciences, Division of Physiotherapy, Linköping University, Linköping, Sweden
| | - Astrid Junge
- Medical School Hamburg, Hamburg, Germany
- Swiss Concussion Centre, Schulthess Clinic, Zurich, Switzerland
| | - Simon Kemp
- Rugby Football Union, London, UK
- Department of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Karim M Khan
- Department of Family Practice, University of British Columbia, Vancouver, British Columbia, Canada
- British Journal of Sports Medicine, London, UK
| | - Stephen W Marshall
- Injury Prevention Research Center and Department of Epidemiology at the Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Willem Meeuwisse
- Sport Injury Prevention Research Centre, University of Calgary, Calgary, Alberta, Canada
- National Hockey League, Calgary, Alberta, Canada
| | - Margo Mountjoy
- Department of Family Medicine (Sport Medicine), McMaster University, Hamilton, Ontario, Canada
- FINA Bureau (Sport Medicine), Lausanne, Switzerland
| | - John W Orchard
- School of Public Health, University of Sydney, New South Wales, Sydney, Australia
| | - Babette Pluim
- Department of Sports Medicine, Royal Netherlands Lawn Tennis Association, Amstelveen, The Netherlands
- Amsterdam Collaboration on Health & Safety in Sports (ACHSS), AMC/VUmc IOC Research Center of Excellence, Amsterdam, The Netherlands
- Faculty of Health Sciences, University of Pretoria, Hatfield, South Africa
| | - Kenneth L Quarrie
- New Zealand Rugby, Wellington, New Zealand
- Sports Performance Research Institute New Zealand, AUT University, Auckland, New Zealand
| | - Bruce Reider
- Department of Orthopaedic Surgery and Rehabilitation, University of Chicago, Chicago, Illinois, USA
| | - Martin Schwellnus
- Sport, Exercise Medicine and Lifestyle Research Institute (SEMLI), University of Pretoria, Hatfield, South Africa
| | - Torbjørn Soligard
- Medical and Scientific Department, International Olympic Committee, Lausanne, Switzerland
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, Calgary, Alberta, Canada
| | - Keith A Stokes
- Department for Health, University of Bath, Bath, UK
- Rugby Football Union, Twickenham, UK
| | - Toomas Timpka
- Athletics Research Center, Linköping University, Linköping, Sweden
- Centre for Healthcare Development, Region Östergötland, Linköping, Sweden
| | - Evert Verhagen
- Amsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam UMC, Amsterdam, The Netherlands
| | - Abhinav Bindra
- Athlete Commission, International Olympic Committee, Lausanne, Switzerland
| | - Richard Budgett
- Medical and Scientific Department, International Olympic Committee, Lausanne, Switzerland
| | - Lars Engebretsen
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Medical and Scientific Department, International Olympic Committee, Lausanne, Switzerland
| | - Uğur Erdener
- Medical and Scientific Department, International Olympic Committee, Lausanne, Switzerland
| | - Karim Chamari
- Aspetar Sports Medicine and Orthopedic Hospital, Doha, Qatar
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Bahr R, Clarsen B, Derman W, Dvorak J, Emery CA, Finch CF, Hägglund M, Junge A, Kemp S, Khan KM, Marshall SW, Meeuwisse W, Mountjoy M, Orchard JW, Pluim B, Quarrie KL, Reider B, Schwellnus M, Soligard T, Stokes KA, Timpka T, Verhagen E, Bindra A, Budgett R, Engebretsen L, Erdener U, Chamari K. International Olympic Committee Consensus Statement: Methods for Recording and Reporting of Epidemiological Data on Injury and Illness in Sports 2020 (Including the STROBE Extension for Sports Injury and Illness Surveillance (STROBE-SIIS)). Orthop J Sports Med 2020; 8:2325967120902908. [PMID: 32118084 PMCID: PMC7029549 DOI: 10.1177/2325967120902908] [Citation(s) in RCA: 96] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 01/03/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Injury and illness surveillance, and epidemiological studies, are fundamental elements of concerted efforts to protect the health of the athlete. To encourage consistency in the definitions and methodology used, and to enable data across studies to be compared, research groups have published 11 sport- or setting-specific consensus statements on sports injury (and, eventually, illnesses) epidemiology to date. OBJECTIVE To further strengthen consistency in data collection, injury definitions, and research reporting through an updated set of recommendations for sports injury and illness studies, including a new Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist extension. STUDY DESIGN Consensus statement of the International Olympic Committee (IOC). METHODS The IOC invited a working group of international experts to review relevant literature and provide recommendations. The procedure included an open online survey, several stages of text drafting and consultation by working groups, and a 3-day consensus meeting in October 2019. RESULTS This statement includes recommendations for data collection and research reporting covering key components: defining and classifying health problems, severity of health problems, capturing and reporting athlete exposure, expressing risk, burden of health problems, study population characteristics, and data collection methods. Based on these, we also developed a new reporting guideline as a STROBE extension-the STROBE Sports Injury and Illness Surveillance (STROBE-SIIS). CONCLUSION The IOC encourages ongoing in- and out-of-competition surveillance programs and studies to describe injury and illness trends and patterns, understand their causes, and develop measures to protect the health of the athlete. The implementation of the methods outlined in this statement will advance consistency in data collection and research reporting.
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Affiliation(s)
| | - Roald Bahr
- Roald Bahr, MD, PhD, Department of Sports Medicine, Oslo Sports Trauma Research Center, Norwegian School of Sport Sciences, PB 4014 Ullevål Stadion, 0806 Oslo, Norway ()
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