Williams B, Beovich B, Olaussen A. The definition of paramedicine: an international Delphi study. J Multidiscip Healthc. 2021;14:3561–70.

Article  PubMed  PubMed Central  Google Scholar 

Tavares W, Allana A, Beaune L, Weiss D, Blanchard I. Principles to guide the future of paramedicine in Canada. Prehosp Emerg Care. 2022;26(5):728–38.

Article  CAS  PubMed  Google Scholar 

Reed B, Cowin L, O’Meara P, Wilson I. Professionalism and professionalisation in the discipline of paramedicine. Australas J Paramed. 2019;16:1.

Article  Google Scholar 

Jensen JL, Bigham BL, Blanchard IE, Dainty KN, Socha D, Carter A, et al. The Canadian national EMS research agenda: a mixed methods consensus study. CJEM. 2013;15(2):73–82.

Article  PubMed  Google Scholar 

Carter H, Thompson J. Defining the paramedic process. Aust J Prim Health. 2015;21(1):22–6.

Article  PubMed  Google Scholar 

Maurin Söderholm H, Andersson H, Andersson Hagiwara M, Backlund P, Bergman J, Lundberg L, et al. Research challenges in prehospital care: the need for a simulation-based prehospital research laboratory. Adv Simul. 2019;4:3.

Article  Google Scholar 

Vloet LCM, Hesselink G, Berben SAA, Hoogeveen M, Rood PJT, Ebben RHA. The updated national research agenda 2021–2026 for prehospital emergency medical services in the Netherlands: a Delphi study. Scand J Trauma Resusc Emerg Med. 2021;29(1):162.

Article  PubMed  PubMed Central  Google Scholar 

Newgard CD, Fu R, Malveau S, Rea T, Griffiths DE, Bulger E, et al. Out-of-hospital research in the era of electronic health records. Prehosp Emerg Care. 2018;22(5):539–50.

Article  PubMed  Google Scholar 

Olaussen A, Beovich B, Williams B. Top 100 cited paramedicine papers: a bibliometric study. Emerg Med Australas. 2021;33(6):975–82.

Article  PubMed  Google Scholar 

Carter AJE, Jensen JL, Petrie DA, Greene J, Travers A, Goldstein JP, et al. State of the evidence for emergency medical services (EMS) care: the evolution and current methodology of the prehospital evidence-based practice (PEP) program. Healthc Policy. 2018;14(1):57–70.

PubMed  PubMed Central  Google Scholar 

Cone DC, Irvine KA, Middleton PM. The methodology of the Australian prehospital outcomes study of longitudinal epidemiology (APOStLE) project. Prehosp Emerg Care. 2012;16(4):505–12.

Article  PubMed  Google Scholar 

Denecke K, Meier L, Bauer JG, Bender M, Lueg C. Information capturing in pre-hospital emergency medical settings (EMS). Stud Health Technol Inform. 2020;270:613–7.

PubMed  Google Scholar 

Reichard AA, Marsh SM, Moore PH. Fatal and nonfatal injuries among emergency medical technicians and paramedics. Prehosp Emerg Care. 2011;15(4):511–7.

Article  PubMed  Google Scholar 

Mashoufi M, Ayatollahi H, Khorasani-Zavareh D. A review of data quality assessment in emergency medical services. Open Med Inform J. 2018;12:19–32.

Article  PubMed  PubMed Central  Google Scholar 

Denecke K, Meier L, Bauer JG, Bender M, Lueg C. Information capturing in pre-hospital emergency medical settings (EMS). Stud Health Technol Inform. 2020;16(270):613–7.

Google Scholar 

Landman AB, Lee CH, Sasson C, Van Gelder CM, Curry LA. Prehospital electronic patient care report systems: early experiences from emergency medical services agency leaders. PLoS ONE. 2012;7(3):e32692.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Porter A, Badshah A, Black S, Fitzpatrick D, Harris-Mayes R, Islam S, et al. Health Services and Delivery Research. Electronic health records in ambulances: the ERA multiple-methods study. Southampton (UK): NIHR Journals Library.

Cox S, Martin R, Somaia P, Smith K. The development of a data-matching algorithm to define the “case patient.” Aust Health Rev. 2013;37(1):54–9.

Article  PubMed  Google Scholar 

Blanchard IE, Williamson TS, Ronksley P, Hagel B, Niven D, Dean S, Shah MN, Lang ES, Doig CJ. Linkage of emergency medical services and hospital data: a necessary precursor to improve understanding of outcomes of prehospital care. Prehosp Emerg Care. 2022;26(6):801–10.

Article  CAS  PubMed  Google Scholar 

Hersh WR, Weiner MG, Embi PJ, Logan JR, Payne PR, Bernstam EV, et al. Caveats for the use of operational electronic health record data in comparative effectiveness research. Med Care. 2013;51(8 Suppl 3):S30–7.

Article  PubMed  PubMed Central  Google Scholar 

Kahn MG, Callahan TJ, Barnard J, Bauck AE, Brown J, Davidson BN, et al. A harmonized data quality assessment terminology and framework for the secondary use of electronic health record data. EGEMS. 2016;4(1):1244.

Article  PubMed  PubMed Central  Google Scholar 

Verheij RA, Curcin V, Delaney BC, McGilchrist MM. Possible sources of bias in primary care electronic health record data use and reuse. J Med Internet Res. 2018;20(5):e185.

Article  PubMed  PubMed Central  Google Scholar 

Chan KS, Fowles JB, Weiner JP. Review: electronic health records and the reliability and validity of quality measures: a review of the literature. Med Care Res Rev. 2010;67(5):503–27.

Article  PubMed  Google Scholar 

Weiskopf NG, Weng C. Methods and dimensions of electronic health record data quality assessment: enabling reuse for clinical research. J Am Med Inform Assoc. 2013;20(1):144–51.

Article  PubMed  PubMed Central  Google Scholar 

Chen H, Hailey D, Wang N, Yu P. A review of data quality assessment methods for public health information systems. Int J Environ Res Public Health. 2014;11(5):5170–207.

Article  PubMed  PubMed Central  Google Scholar 

Gunderson MR, Florin A, Price M, Reed J. NEMSMA position statement and white paper: process and outcomes data sharing between EMS and receiving hospitals. Prehosp Emerg Care. 2021;25(2):307–13.

Article  PubMed  Google Scholar 

Canadian standards association (CSA Group). Functional requirements and core data set for a Canadian paramedic information system (CSA Z1635:22). Toronto, Ontario: CSA Group; 2022.

McDonald N, Kriellaars D, Doupe M, Giesbrecht G, Pryce RT. Database quality assessment in research in paramedicine: a scoping review protocol. BMJ Open. 2022;12(7):e063372.

Article  PubMed  PubMed Central  Google Scholar 

Tricco AC, Lillie E, Zarin W, O’Brien KK, Colquhoun H, Levac D, et al. PRISMA extension for scoping reviews (PRISMA-ScR): checklist and explanation. Ann Intern Med. 2018;169(7):467–73.

Article  PubMed  Google Scholar 

Arksey H, O’Malley L. Scoping studies: towards a methodological framework. Int J Soc Res Methodol. 2005;8(1):19–32.

Article  Google Scholar 

Peters MD, Godfrey C, McInerney P, Munn Z, Tricco AC, Khalil H. Scoping reviews. Joanna Briggs Inst Rev Man. 2017;2015:1–24.

Google Scholar 

CIHI. CIHI's information quality framework. Ottawa: Canadian Institute for Health Information; 2017.

Goldstick J, Ballesteros A, Flannagan C, Roche J, Schmidt C, Cunningham RM. Michigan system for opioid overdose surveillance. Injury Prev. 2021;27(5):500–5.

Article  Google Scholar 

Carroll T, Muecke S, Simpson J, Irvine K, Jenkins A. Quantification of NSW ambulance record linkages with multiple external datasets. Prehosp Emerg Care. 2015;19(4):504–15.

Article  PubMed  Google Scholar 

Chikani V, Blust R, Vossbrink A, Wightman P, Bissell S, Graw J, et al. Improving the continuum of care by bridging the gap between prehospital and hospital discharge data through stepwise deterministic linkage. Prehosp Emerg Care. 2020;24(1):1–7.

Article  PubMed  Google Scholar 

Abir M, Taymour RK, Goldstick JE, Malsberger R, Forman J, Hammond S, et al. Data missingness in the Michigan NEMSIS (MI-EMSIS) dataset: a mixed-methods study. Int J Emerg Med. 2021;14(1):22.

Article  PubMed  PubMed Central  Google Scholar 

Alstrup K, Petersen JAK, Knudsen L, Barfod C, Moller TP, Rognas L. The Danish helicopter emergency medical service database: high quality data with great potential. Scand J Trauma Resuscitation Emerg Med. 2019;27(1):38.

Article  Google Scholar 

Lerner EB, Dayan PS, Brown K, Fuchs S, Leonard J, Borgialli D, et al. Characteristics of the pediatric patients treated by the pediatric emergency care applied research network’s affiliated EMS agencies. Prehosp Emerg Care. 2014;18(1):52–9.

Article  PubMed  Google Scholar 

Newgard C, Malveau S, Staudenmayer K, Wang NE, Hsia RY, Mann NC, et al. Evaluating the use of existing data sources, probabilistic linkage, and multiple imputation to build population-based injury databases across phases of trauma care. Acad Emerg Med. 2012;19(4):469–80.

Article  PubMed  PubMed Central  Google Scholar 

Andrews R, Wynn MT, Ter Hofstede AHM, Vallmuur K, Bosley E, Rashford S, et al. Leveraging data quality to better prepare for process mining: an approach illustrated through analysing road trauma pre-hospital retrieval and transport processes in Queensland. Int J Environ Res Public Health. 2019;16(7):1138.

Article  PubMed  PubMed Central  Google Scholar 

Mann NC, Kane L, Dai M, Jacobson K. Description of the 2012 NEMSIS public-release research dataset. Prehosp Emerg Care. 2015;19(2):232–40.

Article  PubMed  Google Scholar 

Tonsager K, Rehn M, Ringdal KG, Lossius HM, Virkkunen I, Osteras O, et al. Collecting core data in physician-staffed pre-hospital helicopter emergency medical services using a consensus-based template: international multicentre feasibility study in Finland and Norway. BMC Health Serv Res. 2019;19(1):151.

Article  PubMed  PubMed Central  Google Scholar 

Saviluoto A, Björkman J, Olkinuora A, Virkkunen I, Kirves H, Setälä