Impact of a digital care logistics system on care duration, consumer satisfaction and shift leaders' workload in emergency departments

Authors

  • Desale Tewelde Kahsay Department of Anaesthesiology, Intensive Care, Emergency Care and Pain Medicine, University of Turku, Turku, Finland
  • Sanna Salanterä Department of Nursing Science, University of Turku and Turku University Hospital, Turku, Finland
  • Janne Engblom Department of Mathematics and Statistics University of Turku and School of Economics University of Turku, Turku, Finland
  • Mikko Häikiö Hospital District of Lapland, Rovaniemi, Finland
  • Laura-Maria Peltonen Department of Nursing Science, University of Turku, Turku, Finland

DOI:

https://doi.org/10.23996/fjhw.109942

Keywords:

emergency department, information system, duration of care, satisfaction, workload

Abstract

The primary goal of introducing digital information systems in healthcare organisations is to improve care processes and outcomes, however, studies that investigate the impact of digital information systems on the day-to-day operations management from the perspective of workflow and consumer satisfaction in emergency departments are scarce. Therefore, this study aimed to explore the impact of a digital clinical logistics system on the duration of patient care, consumer satisfaction and shift leaders' experience of workload in emergency departments.

A longitudinal prospective design was used. Three units participated in the study; an intervention unit, a control unit A (no implemented system) and a control unit B (system already in use). We collected data on care duration, consumer satisfaction and shift leaders' experience of workload for four weeks at five time points both before system implementation (summer 2015, spring 2016) and after system implementation (summer 2016, autumn 2016, winter 2016).

The average care duration time increased in the postimplementation period in the intervention and control B units (p < 0.001). Duration of care was higher in the intervention unit than control unit B in summer 2016 (p < 0.001) and winter 2016 (p = 0.009). Similarly, duration of care in control unit A was higher than control unit B in spring 2016 (p < 0.001). Consumer satisfaction decreased in the intervention unit, in winter 2016 (p < 0.001) and the experience of workload increased in the intervention unit, in summer 2016 and autumn 2016 (p < 0.05). However, the patients-to-nurses ratio was doubled in the intervention unit in the last time point postimplementation when compared to the first timepoint, while it remained similar in the control units throughout the study period.

This work demonstrated that a digital care logistics system may support in increasing the number of patients treated with the same nursing resources. However, this seems to connect to other outcome variables such as increased care duration, increased experience of workload and decreased consumer satisfaction in some postimplementation time points.

References

Peltonen LM, Lundgrén-Laine H, Siirala E, Löyttyniemi E, Aantaa R, Salanterä S. Assessing managerial information needs: Modification and evaluation of the Hospital Shift Leaders' Information Needs Questionnaire. J Nurs Manag. 2018 Mar;26(2):108-119. https://doi.org/10.1111/jonm.12515

Sarcevic A, Marsic I, Waterhouse LJ, Stockwell DC, Burd RS. Leadership structures in emergency care settings: a study of two trauma centers. Int J Med Inform. 2011 Apr;80(4):227-38. Erratum in: Int J Med Inform. 2011 Aug;80(8):e48. https://doi.org/10.1016/j.ijmedinf.2011.01.004

Burström L, Nordberg M, Ornung G, Castrén M, Wiklund T, Engström ML, Enlund M. Physician-led team triage based on lean principles may be superior for efficiency and quality? A comparison of three emergency departments with different triage models. Scand J Trauma Resusc Emerg Med. 2012 Aug 20;20:57. https://doi.org/10.1186/1757-7241-20-57

Kayden S, Anderson PD, Freitas R, Platz E, editors. Emergency Department Leadership and Management. Cambridge University Press; 2014. https://doi.org/10.1017/CBO9781139030557

Connolly M, Jacobs S, Scott K. Clinical leadership, structural empowerment and psychological empowerment of registered nurses working in an emergency department. J Nurs Manag. 2018 Oct;26(7):881-887. https://doi.org/10.1111/jonm.12619

Peltonen LM, Siirala E, Junttila K, Lundgrén-Laine H, Vahlberg T, Löyttyniemi E, Aantaa R, Salanterä S. Information needs in day-to-day operations management in hospital units: A cross-sectional national survey. J Nurs Manag. 2019 Mar;27(2):233-244. https://doi.org/10.1111/jonm.12700

Lundgrén-Laine H, Kalafati M, Kontio E, Kauko T, Salanterä S. Crucial information needs of ICU charge nurses in Finland and Greece. Nurs Crit Care. 2013 May;18(3):142-53. https://doi.org/10.1111/nicc.12004.

Siirala E, Peltonen LM, Lundgrén-Laine H, Salanterä S, Junttila K. Nurse managers' decision-making in daily unit operation in peri-operative settings: a cross-sectional descriptive study. J Nurs Manag. 2016 Sep;24(6):806-15. https://doi.org/10.1111/jonm.12385

Kaipio J, Lääveri T, Hyppönen H, Vainiomäki S, Reponen J, Kushniruk A, Borycki E, Vänskä J. Usability problems do not heal by themselves: National survey on physicians' experiences with EHRs in Finland. Int J Med Inform. 2017 Jan;97:266-281. https://doi.org/10.1016/j.ijmedinf.2016.10.010

Kaipio J, Kuusisto A, Hyppönen H, Heponiemi T, Lääveri T. Physicians' and nurses' experiences on EHR usability: Comparison between the professional groups by employment sector and system brand. Int J Med Inform. 2020 Feb;134:104018. https://doi.org/10.1016/j.ijmedinf.2019.104018

Denton CA, Soni HC, Kannampallil TG, Serrichio A, Shapiro JS, Traub SJ, Patel VL. Emergency Physicians' Perceived Influence of EHR Use on Clinical Workflow and Performance Metrics. Appl Clin Inform. 2018 Jul;9(3):725-733. https://doi.org/10.1055/s-0038-1668553

Calder-Sprackman S, Clapham G, Kandiah T, Choo-Foo J, Aggarwal S, Sweet J, Abdulkarim K, Price C, Thiruganasambandamoorthy V, Kwok ESH. The impact of adoption of an electronic health record on emergency physician work: A time motion study. J Am Coll Emerg Physicians Open. 2021 Feb 4;2(1):e12362. https://doi.org/10.1002/emp2.12362

Baumann LA, Baker J, Elshaug AG. The impact of electronic health record systems on clinical documentation times: A systematic review. Health Policy. 2018 Aug;122(8):827-836. https://doi.org/10.1016/j.healthpol.2018.05.014

Pinevich Y, Clark KJ, Harrison AM, Pickering BW, Herasevich V. Interaction Time with Electronic Health Records: A Systematic Review. Appl Clin Inform. 2021 Aug;12(4):788-799. https://doi.org/10.1055/s-0041-1733909

Farzandipur M, Jeddi FR, Azimi E. Factors Affecting Successful Implementation of Hospital Information Systems. Acta Inform Med. 2016 Feb;24(1):51-5. https://doi.org/10.5455/aim.2016.24.51-55

Alipour J, Mehdipour Y, Karimi A. Factors Affecting Acceptance of Hospital Information Systems in Public Hospitals of Zahedan University of Medical Sciences: A Cross-Sectional Study. J Med Life. Oct-Dec 2019;12(4):403-410. doi: 10.25122/jml-2019-0064.

Alipour J, Karimi A, Ebrahimi S, Ansari F, Mehdipour Y. Success or failure of hospital information systems of public hospitals affiliated with Zahedan University of Medical Sciences: A cross sectional study in the Southeast of Iran. Int J Med Inform. 2017 Dec;108:49-54. https://doi.org/10.1016/j.ijmedinf.2017.10.005

Ahmadian L, Khajouei R, Nejad SS, Ebrahimzadeh M, Nikkar SE. Prioritizing barriers to successful implementation of hospital information systems. J Med Syst. 2014 Dec;38(12):151. https://doi.org/10.1007/s10916-014-0151-9

Zahabi M, Kaber DB, Swangnetr M. Usability and Safety in Electronic Medical Records Interface Design: A Review of Recent Literature and Guideline Formulation. Hum Factors. 2015 Aug;57(5):805-34. https://doi.org/10.1177/0018720815576827

Lillehol BM, Lønning K, Andersen MH. Exploring nurse managers' perception of using the RAFAELA system as a management tool in a Norwegian hospital setting. Nurs Open. 2017 Dec 14;5(1):77-83. https://doi.org/10.1002/nop2.115

Tursunbayeva A, Bunduchi R, Franco M, Pagliari C. Human resource information systems in health care: a systematic evidence review. J Am Med Inform Assoc. 2017 May 1;24(3):633-654. https://doi.org/10.1093/jamia/ocw141

Wang X, Blumenthal HJ, Hoffman D, Benda N, Kim T, Perry S, Franklin ES, Roth EM, Hettinger AZ, Bisantz AM. Modeling patient-related workload in the emergency department using electronic health record data. Int J Med Inform. 2021 Jun;150:104451. https://doi.org/10.1016/j.ijmedinf.2021.104451

Amritzer MA, Muntlin Å, Berg LM, Göransson KE. Nursing staff ratio and skill mix in Swedish emergency departments: A national cross-sectional benchmark study. J Nurs Manag. 2021 Nov;29(8):2594-2602. https://doi.org/10.1111/jonm.13424

Porcel-Gálvez AM, Fernández-García E, Rafferty AM, Gil-García E, Romero-Sánchez JM, Barrientos-Trigo S. Factors That Influence Nurse Staffing Levels in Acute Care Hospital Settings. J Nurs Scholarsh. 2021 Jul;53(4):468-478. https://doi.org/10.1111/jnu.12649

Saigí-Rubió F, Pereyra-Rodríguez JJ, Torrent-Sellens J, Eguia H, Azzopardi-Muscat N, Novillo-Ortiz D. Routine Health Information Systems in the European Context: A Systematic Review of Systematic Reviews. Int J Environ Res Public Health. 2021 Apr 27;18(9):4622. https://doi.org/10.3390/ijerph18094622

Kontio E, Lundgren-Laine H, Kontio J, Korvenranta H, Salanterä S. Information utilization in tactical decision making of middle management health managers. Comput Inform Nurs. 2013 Jan;31(1):9-16. https://doi.org/10.1097/NXN.0b013e318261f192

Liang YW, Tsay SF, Chen WY. Effects of nurse staffing ratios on patient mortality in Taiwan acute care hospitals: a longitudinal study. J Nurs Res. 2012 Mar;20(1):1-7. https://doi.org/10.1097/JNR.0b013e3182466ddc

Oliveira RM, Leitao IM, Aguiar LL, Oliveira AC, Gazos DM, Silva LM, Barros AA, Sampaio RL. Evaluating the intervening factors in patient safety: focusing on hospital nursing staff. Rev Esc Enferm USP. 2015 Feb;49(1):104-13. https://doi.org/10.1590/S0080-623420150000100014

McGahan M, Kucharski G, Coyer F. Nurse staffing levels and the incidence of mortality and morbidity in the adult intensive care unit: a literature review. Aust Crit Care. 2012 May;25(2):64-77. https://doi.org/10.1016/j.aucc.2012.03.003

Janhunen K, Kankkunen P, Kvist T. Nursing Staff's Perceptions of Quality of Care for Children in Emergency Departments-High Respect, Low Resources. J Pediatr Nurs. Nov-Dec 2017;37:e10-e15. https://doi.org/10.1016/j.pedn.2017.08.029

Peltonen LM, Junttila K, Salanterä S. Front-Line Physicians' Satisfaction with Information Systems in Hospitals. Stud Health Technol Inform. 2018;247:865-869.

Peltonen LM, Junttila K, Salanterä S. Nursing Leaders' Satisfaction with Information Systems in the Day-to-Day Operations Management in Hospital Units. Stud Health Technol Inform. 2018;250:203-207.

Fouquet SD, Fitzmaurice L, Chan YR, Palmer EM. Doctors documenting: an ethnographic and informatics approach to understanding attending physician documentation in the pediatric emergency department. J Am Med Inform Assoc. 2021 Feb 15;28(2):239-248. https://doi.org/10.1093/jamia/ocaa252

Systematic. Our hospital solutions. [Internet] Systematic; 2021 [cited 2. September 2021]. Available from: https://systematic.com/en-gb/industries/healthcare/

Boudreaux ED, O'Hea EL. Patient satisfaction in the Emergency Department: a review of the literature and implications for practice. J Emerg Med. 2004 Jan;26(1):13-26. https://doi.org/10.1016/j.jemermed.2003.04.003

Dinh MM, Enright N, Walker A, Parameswaran A, Chu M. Determinants of patient satisfaction in an Australian emergency department fast-track setting. Emerg Med J. 2013 Oct;30(10):824-7. https://doi.org/10.1136/emermed-2012-201711

Soares AM, Farhangmehr M. Understanding patient satisfaction in a hospital emergency department. Int Rev Publ Nonprofit Market. 2015 Apr 1;12(1):1-5. https://doi.org/10.1007/s12208-014-0122-3

Bland JM, Altman DG. Statistics notes: Cronbach's alpha. BMJ. 1997 Feb 22;314(7080):572. https://doi.org/10.1136/bmj.314.7080.572

Clopton EL, Hyrkäs EK. Modeling emergency department nursing workload in real time: An exploratory study. Int Emerg Nurs. 2020 Jan;48:100793. https://doi.org/10.1016/j.ienj.2019.100793

Cody RP, Smith JK. Applied statistics and the SAS programming language. New York, London: North-Holland Publishing Co.; 1987.

Cody R. SAS statistics by example. SAS Institute; 2011.

Karaca Z, Wong HS, Mutter RL. Duration of patients’ visits to the hospital emergency department. BMC Emerg Med. 2012 Dec;12:15. https://doi.org/10.1186/1471-227X-12-15

Mentzoni I, Bogstrand ST, Faiz KW. Emergency department crowding and length of stay before and after an increased catchment area. BMC Health Serv Res. 2019 Jul 22;19(1):506. https://doi.org/10.1186/s12913-019-4342-4

Jarvis PRE. Improving emergency department patient flow. Clin Exp Emerg Med. 2016 Jun; 3(2): 63–68. https://doi.org/10.15441/ceem.16.127

Miro O, Sanchez M, Espinosa G, Coll-Vinent B, Bragulat E, Milla J. Analysis of patient flow in the emergency department and the effect of an extensive reorganisation. Emerg Med J. 2003 Mar; 20(2): 143–148. https://doi.org/10.1136/emj.20.2.143

Kuperman GJ, McGowan JJ. Potential unintended consequences of health information exchange. J Gen Intern Med. 2013 Dec; 28(12): 1663–1666. https://doi.org/10.1007/s11606-012-2313-0

Pirnejad H, Bal R, Shahsavar N. The nature of unintended effects of health information systems concerning patient safety: a systematic review with thematic synthesis. Stud Health Technol Inform. 2010;160(Pt 1):719-23.

Menachemi N, Collum TH. Benefits and drawbacks of electronic health record systems. Risk Manag Healthc Policy. 2011;4:47-55. https://doi.org/10.2147/RMHP.S12985

Patel VL, Denton CA, Soni HC, Kannampallil TG, Traub SJ, Shapiro JS. Physician Workflow in Two Distinctive Emergency Departments: An Observational Study. Appl Clin Inform. 2021 Jan;12(1):141-152. https://doi.org/10.1055/s-0040-1722615

Meyerhoefer CD, Sherer SA, Deily ME, Chou SY, Guo X, Chen J, Sheinberg M, Levick D. Provider and patient satisfaction with the integration of ambulatory and hospital EHR systems. J Am Med Inform Assoc. 2018 Aug 1;25(8):1054-1063. https://doi.org/10.1093/jamia/ocy048

Wali RM, Alqahtani RM, Alharazi SK, Bukhari SA, Quqandi SM. Patient satisfaction with the implementation of electronic medical records in the Western Region, Saudi Arabia, 2018. BMC Fam Pract. 2020 Feb 15;21(1):37. https://doi.org/10.1186/s12875-020-1099-0

Lee WW, Alkureishi MA, Ukabiala O, Venable LR, Ngooi SS, Staisiunas DD, Wroblewski KE, Arora VM. Patient Perceptions of Electronic Medical Record Use by Faculty and Resident Physicians: A Mixed Methods Study. J Gen Intern Med. 2016 Nov;31(11):1315-1322. https://doi.org/10.1007/s11606-016-3774-3

Mysen KL, Penprase B, Piscotty R. Patient Satisfaction with Electronic Health Record Use by Primary Care Nurse Practitioners. Comput Inform Nurs. 2016 Mar;34(3):116-21. https://doi.org/10.1097/CIN.0000000000000218

Aiken LH, Clarke SP, Sloane DM, Sochalski J, Silber JH. Hospital nurse staffing and patient mortality, nurse burnout, and job dissatisfaction. JAMA. 2002 Oct 23-30;288(16):1987-93. https://doi.org/10.1001/jama.288.16.1987

Chen YC, Guo YL, Chin WS, Cheng NY, Ho JJ, Shiao JS. Patient-Nurse Ratio is Related to Nurses' Intention to Leave Their Job through Mediating Factors of Burnout and Job Dissatisfaction. Int J Environ Res Public Health. 2019 Nov 29;16(23):4801. https://doi.org/10.3390/ijerph16234801

Kane RL, Shamliyan T, Mueller C, Duval S, Wilt TJ. Nurse staffing and quality of patient care. Evid Rep Technol Assess (Full Rep). 2007 Mar;(151):1-115.

Shin S, Park JH, Bae SH. Nurse staffing and nurse outcomes: A systematic review and meta-analysis. Nurs Outlook. May-Jun 2018;66(3):273-282. https://doi.org/10.1016/j.outlook.2017.12.002

Schmidt B. Patient Satisfaction Scores Drop During Winter Months. Patient Safety & Quality Healthcare (PSQH); February 28, 2011 [cited 2.9.2021]. Available from: https://www.psqh.com/news/patient-satisfaction-scores-drop-during-winter-months/

Eldaly K, Zaki N, El-Gizawi L. The associations between daylight sufficiency in hospital wards and patient satisfaction with mental healthcare services: An egyptian sample. Acta Medica Int. 2016;3(2):101-111. https://doi.org/10.5530/ami.2016.2.22

Joseph A. The Impact of Light on Outcomes in Healthcare Settings. Cent Heal Des. 2006;2:1-12. https://www.healthdesign.org/sites/default/files/CHD_Issue_Paper2.pdf

Park MY, Chai CG, Lee HK, Moon H, Noh JS. The Effects of Natural Daylight on Length of Hospital Stay. Environ Health Insights. 2018 Dec 3;12:1178630218812817. https://doi.org/10.1177/1178630218812817

The Nomad Today. Lapland is the favourite destination for foreign tourists. The Nomad Today; February 7, 2019 [Cited 2.9.2021]. Available from: https://www.foreigner.fi/articulo/tourism/lapland-is-the-favorite-destination-of-foreign-tourists/20190207152546001279.html

Rimpiläinen G. Critical growth in tourism: Case Rovaniemi. Bachelor Thesis. Degree Programme in Tourism. Rovaniemi: Lapland University of Applied Sciences; 2019 [Cited 2.9.2021]. Available from: http://urn.fi/URN:NBN:fi:amk-2019061016264.

Business Finland. Foreign overnights reached a new record in 2019. Business Finland, Visit Finland; 2019 [Cited 30.6.2021]. Available from: https://www.businessfinland.fi/4958c7/globalassets/julkaisut/visit-finland/tutkimukset/2020/2019-review---travel-in-finland.pdf

Mazurenko O, Menachemi N. Use of foreign-educated nurses and patient satisfaction in U.S. hospitals. Health Care Manage Rev. Oct-Dec 2016;41(4):306-15. https://doi.org/10.1097/HMR.0000000000000077

Wang SJ, Middleton B, Prosser LA, Bardon CG, Spurr CD, Carchidi PJ, Kittler AF, Goldszer RC, Fairchild DG, Sussman AJ, Kuperman GJ, Bates DW. A Cost-Benefit Analysis of Electronic Medical Records in Primary Care. Am J Med. 2003 Apr 1;114(5):397-403. https://doi.org/10.1016/S0002-9343(03)00057-3

Fleming NS, Culler SD, McCorkle R, Becker ER, Ballard DJ. The financial and nonfinancial costs of implementing electronic health records in primary care practices. Health Aff (Millwood). 2011 Mar;30(3):481-9. https://doi.org/10.1377/hlthaff.2010.0768

Menachemi N, Collum TH. Risk Management and Healthcare Policy Dovepress Benefits and drawbacks of electronic health record systems. Risk Manag Healthc Policy. 2011;4:47-55. https://doi.org/10.2147/RMHP.S12985

MacPhee M, Dahinten V, Havaei F. The Impact of Heavy Perceived Nurse Workloads on Patient and Nurse Outcomes. Adm Sci. 2017;7(1):731-741. https://doi.org/10.3390/admsci7010007

Devine EB, Hansen RN, Wilson-Norton JL, Lawless NM, Fisk AW, Blough DK, Martin DP, Sullivan SD. The impact of computerized provider order entry on medication errors in a multispecialty group practice. J Am Med Inform Assoc. Jan-Feb 2010;17(1):78-84. https://doi.org/10.1197/jamia.M3285

Khalifa M. Perceived benefits of implementing and using hospital information systems and electronic medical records. Stud Health Technol Inform. 2017;238:165-168.

Dall’Ora C, Griffiths P. Shift work in hospitals: what are the effects on patient and employee outcomes? Health Work Evidence Briefs; 2017: 2. University of Southampton; 2017.

Verma A, Kishore J, Gusain S. A comparative study of shift work effects and injuries among nurses working in rotating night and day shifts in a Tertiary Care Hospital of North India. Iran J Nurs Midwifery Res. Jan-Feb 2018;23(1):51-56. https://doi.org/10.4103/ijnmr.IJNMR_15_17

Shaker H, Iraji S, Naini AE, Jouibari MAM, Nasibehvatankhah, Ghavami Y. Effect of shift work on patient-doctor relationship in emergency department. J Res Med Sci. 2011 Nov;16(11):1495-9.

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2021-11-10

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Scientific articles

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Impact of a digital care logistics system on care duration, consumer satisfaction and shift leaders’ workload in emergency departments. (2021). Finnish Journal of EHealth and EWelfare, 13(4), 403–424. https://doi.org/10.23996/fjhw.109942