Usability Assessment of an Innovative Device in Infusion Therapy: A Mix-Method Approach Study
Abstract
1. Introduction
2. Materials and Methods
2.1. Design and Procedures
2.2. Sample
2.3. Usability Questionnaire
2.4. Ethics
2.5. Data Analysis
3. Results
3.1. Usability Questionnaire Development and Pilot Study
3.2. Double-Chamber Syringe Usability
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Carr, P.J.; Higgins, N.S.; Cooke, M.L.; Mihala, G.; Rickard, C.M. Vascular access specialist teams for device insertion and prevention of failure. Cochrane Database Syst. Rev. 2018, 3, CD011429. [Google Scholar] [CrossRef] [PubMed]
- Kaur, P.; Rickard, C.; Rickard, C.; Domer, G.S.; Kaur, P. Dangers of peripheral intravenous catheterization: The forgotten tourniquet and other patient safety considerations. Intechopen 2019. [Google Scholar] [CrossRef]
- Alexandrou, E.; Ray-Barruel, G.; Carr, P.J.; Frost, S.; Inwood, S.; Higgins, N.; Lin, F.; Alberto, L.; Mermel, L.; Rickard, C.M. International prevalence of the use of peripheral intravenous catheters. J. Hosp. Med. 2015, 10, 530–533. [Google Scholar] [CrossRef] [PubMed]
- Mattox, E.A. Complications of peripheral venous access devices: Prevention, detection, and recovery strategies. Crit. Care Nurse 2017, 37, e1–e14. [Google Scholar] [CrossRef]
- Miliani, K.; Taravella, R.; Thillard, D.; Chauvin, V.; Martin, E.; Edouard, S.; Astagneau, P.; CATHEVAL Study Group. Peripheral venous catheter-related adverse events: Evaluation from a multicentre epidemiological study in France (the CATHEVAL project). PLoS ONE 2017, 12, e0168637. [Google Scholar] [CrossRef]
- Abolfotouh, M.A.; Salam, M.; Bani-Mustafa, A.; White, D.; Balkhy, H.H. Prospective study of incidence and predictors of peripheral intravenous catheter-induced complications. Ther. Clin. Risk Manag. 2014, 10, 993–1001. [Google Scholar] [CrossRef]
- Cicolini, G.; Manzoli, L.; Simonetti, V.; Flacco, M.E.; Comparcini, D.; Capasso, L.; Di Baldassarre, A.; Eltaji Elfarouki, G. Phlebitis risk varies by peripheral venous catheter site and increases after 96 hours: A large multi-centre prospective study. J. Adv. Nurs. 2014, 70, 2539–2549. [Google Scholar] [CrossRef]
- Dunda, S.E.; Demir, E.; Mefful, O.J.; Grieb, G.; Bozkurt, A.; Pallua, N. Management, clinical outcomes, and complications of acute cannula-related peripheral vein phlebitis of the upper extremity: A retrospective study. Phlebology 2015, 30, 381–388. [Google Scholar] [CrossRef]
- Oliveira, A.S.S.; Parreira, P.M.S.D. Intervenções de enfermagem e flebites decorrentes de cateteres venosos periféricos. Revisão sistemática da literatura. Rev. Enferm. Ref. 2010, serIII, 137–147. [Google Scholar] [CrossRef]
- Danski, R.; Tannia, M.; Johann, A.; Vayego, A.; Paulo, S. Artigo Original Complicações relacionadas ao uso do cateter venoso periférico: Ensaio clínico randomizado. Acta Paul Enferm. 2016, 29, 84–92. [Google Scholar] [CrossRef]
- Arvaniti, K.; Lathyris, D.; Blot, S.; Apostolidou-Kiouti, F.; Koulenti, D.; Haidich, A.B. Cumulative Evidence of Randomized Controlled and Observational Studies on Catheter-Related Infection Risk of Central Venous Catheter Insertion Site in ICU Patients. Crit. Care Med. 2017, 45, e437–e448. [Google Scholar] [CrossRef] [PubMed]
- Beloin, C.; Fernandez-Hidalgo, N.; Lebeaux, D. Understanding biofilm formation in intravascular device-related infections. Intensive Care Med. 2017, 43, 443–446. [Google Scholar] [CrossRef] [PubMed]
- Guembe, M.; Pérez-Granda, M.J.; Capdevila, J.A.; Barberán, J.; Pinilla, B.; Martín-Rabadán, P.; Bouza, E.; NUVE Study Group. Nationwide study on peripheral-venous-catheter-associated-bloodstream infections in internal medicine departments. J. Hosp. Infect. 2017, 97, 260–266. [Google Scholar] [CrossRef]
- Keogh, S.; Flynn, J.; Marsh, N.; Higgins, N.; Davies, K.; Rickard, C.M. Nursing and midwifery practice for maintenance of vascular access device patency. A cross-sectional survey. Int. J. Nurs. Stud. 2015, 52, 1678–1685. [Google Scholar] [CrossRef] [PubMed]
- Gorski, L.A.; Hadaway, L.; Hagle, M.; McGoldrick, M.; Orr, M.; Doellman, D. The 2016 Infusion Therapy Standards of Practice; Wolters Kluwer: South Holland, The Netherlands, 2016. [Google Scholar]
- Queensland Government, Department of Health. Guidelines: Peripheral Intravenous Catheter (PIVC); Queensland Government: Queensland, Australia, 2018; pp. 1–28. [Google Scholar]
- Royal College of Nursing (Andrea Denton). Standards for Infusion Therapy; R Coll Nurs; Royal College of London: London, UK, 2016; pp. 41–42. [Google Scholar]
- Parreira, P.; Sousa, L.B.; Marques, I.A.; Costa, P.; Cortez, S.; Carneiro, F.; Cruz, A.; Salgueiro-Oliveira, A. Development of an innovative double-chamber syringe for intravenous therapeutics and flushing: Nurses’ involvement through a human-centred approach. PLoS ONE 2020, 15, e0235087. [Google Scholar] [CrossRef]
- Ministério da Saúde. Decreto-Lei n.o 145/2009 de 17 de Junho (Regras a que Devem Obedecer a Investigação, o Fabrico, a Comercialização, a Entrada em Serviço, a Vigilância e a Publicidade dos Dispositivos Médicos e Respectivos Acessórios); Ministério da Saúde: Lisbon, Portugal, 2009. [Google Scholar]
- European Council’s Recent Revision in MedDev 2. 7.1 Guidelines (Revision 4)—Quantifying its Change and its Impact. J. Bioeng. Biomed. Sci. 2017, 7, 1–7. [Google Scholar]
- Legislation117. Regulation (EU) 2017/745 of the European Parliament and of the Council of 5 April 2017 on medical devices, amending Directive 2001/83/EC, Regulation (EC) No 178/2002 and Regulation (EC) No 1223/2009 and repealing Council Directives 90/385/EEC and 93/42/EE. Off. J. Eur. Union 2017, 60, 2–175.
- Privitera, M.B.; Evans, M.; Southee, D. Human factors in the design of medical devices – Approaches to meeting international standards in the European Union and USA. Appl. Ergon. 2017, 59, 251–263. [Google Scholar] [CrossRef]
- Vincent, C.J.; Li, Y.; Blandford, A. Integration of human factors and ergonomics during medical device design and development: It’s all about communication. Appl. Ergon. 2014, 45, 413–419. [Google Scholar] [CrossRef]
- Ciurana, J. Designing, prototyping and manufacturing medical devices: An overview. Int. J. Comput. Integr. Manuf. 2014, 27, 901–918. [Google Scholar] [CrossRef]
- Tarricone, R.; Torbica, A.; Drummond, M. Challenges in the Assessment of Medical Devices: The MedtecHTA Project. Health Econ. UK 2017, 26, 5–12. [Google Scholar] [CrossRef] [PubMed]
- Ciani, O.; Wilcher, B.; van Giessen, A.; Taylor, R.S. Linking the Regulatory and Reimbursement Processes for Medical Devices: The Need for Integrated Assessments. Health Econ. 2017, 26, 13–29. [Google Scholar] [CrossRef] [PubMed]
- Fuchs, S.; Olberg, B.; Panteli, D.; Perleth, M.; Busse, R. HTA of medical devices: Challenges and ideas for the future from a European perspective. Health Policy 2017, 121, 215–229. [Google Scholar] [CrossRef] [PubMed]
- EUnetHTA Joint Action 2, Work Package 8. HTA Core Model ® version 3.0 (Pdf). EUnetHTA JA; National Institute for Health and Welfare: Helsinki, Finland, 2016; Volume 2, pp. 1–410.
- Harte, R.; Glynn, L.; Rodríguez-Molinero, A.; Baker, P.M.; Scharf, T.; Quinlan, L.R.; ÓLaighin, G. A Human-Centered Design Methodology to Enhance the Usability, Human Factors, and User Experience of Connected Health Systems: A Three-Phase Methodology. JMIR Hum. Factors 2017, 4, e8. [Google Scholar] [CrossRef]
- ISO 9241-11: 2018. Ergonomics of Human-System Interaction—Part 11: Usability: Definitions and Concepts; International Organization for Standardization: Geneva, Switzerland, 2018. [Google Scholar]
- Kortum, P.T.; Bangor, A. Usability Ratings for Everyday Products Measured With the System Usability Scale. Int. J. Hum. Comput. Interact. 2013, 29, 67–76. [Google Scholar] [CrossRef]
- Johnson, C.M.; Johnson, T.R.; Zhang, J. A user-centered framework for redesigning health care interfaces. J. Biomed. Inform. 2005, 38, 75–87. [Google Scholar] [CrossRef]
- Wiklund, M.; Kendler, J.; Strochlic, A. Usability Testing of Medical Devices, 2nd ed.; CRC Press: Boca Raton, FL, USA, 2016; ISBN 978-1-4665-9588-0. [Google Scholar]
- Money, A.G.; Barnett, J.; Kuljis, J.; Craven, M.P.; Martin, J.L.; Young, T. The role of the user within the medical device design and development process: Medical device manufacturers’ perspectives. BMC Med. Inform. Decis. Mak. 2011, 11, 15. [Google Scholar] [CrossRef]
- Martin, J.L.; Murphy, E.; Crowe, J.A.; Norris, B.J. Capturing user requirements in medical device development: The role of ergonomics. Physiol. Meas. 2006, 27, R49–R62. [Google Scholar] [CrossRef]
- Borsci, S.; Macredie, R.D.; Martin, J.L.; Young, T. How many testers are needed to assure the usability of medical devices? Expert Rev. Med. Devices 2014, 11, 513–525. [Google Scholar] [CrossRef]
- Bligård, L.O.; Strömberg, H.; Karlsson, M.A. Developers as Users: Exploring the Experiences of Using a New Theoretical Method for Usability Assessment. Adv. Hum. Comput. Interact. 2017. [Google Scholar] [CrossRef]
- Schmettow, M.; Schnittker, R.; Schraagen, J.M. An extended protocol for usability validation of medical devices: Research design and reference model. J. Biomed. Inform. 2017, 69, 99–114. [Google Scholar] [CrossRef] [PubMed]
- Martin, J.L.; Norris, B.J.; Murphy, E.; Crowe, J.A. Medical device development: The challenge for ergonomics. Appl. Ergon. 2008, 39, 271–283. [Google Scholar] [CrossRef] [PubMed]
- Martin, J.L.; Barnett, J. Integrating the results of user research into medical device development: Insights from a case study. BMC Med. Inform. Decis. Mak. 2012, 12, 74. [Google Scholar] [CrossRef] [PubMed]
- ISO 14155. Clinical Investigation of Medical Devices for Human Subjects—Good Clinical Practice; International Standard Organization: Geneva, Switzerland, 2011. [Google Scholar]
- ISO 14971. Medical Devices—Application of Risk Management to Medical Devices; International Standard Organization: Geneva, Switzerland, 2012. [Google Scholar]
- ISO 62366-2. Medical Devices—Part 2: Guidance on the Application of Usability Engineering to Medical Devices; International Standard Organization: Geneva, Switzerland, 2016. [Google Scholar]
- Bangor, A.; Kortum, P.T.; Miller, J.T. An empirical evaluation of the system usability scale. Int. J. Hum. Comput. Interact. 2008, 24, 574–594. [Google Scholar] [CrossRef]
- Martins, A.I.; Rosa, A.F.; Queirós, A.; Silva, A.; Rocha, N.P. European Portuguese validation of the System Usability Scale (SUS). Procedia Comput. Sci. 2015, 67, 293–300. [Google Scholar] [CrossRef]
- Lewis, J.R. Psychometric Evaluation of the Post-Study System Usability Questionaire: The PSSUQ. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Atlanta, GA, USA, 12–16 October 1992; pp. 1259–1263. [Google Scholar]
- Lewis, J.R. Psychometric Evaluation of the PSSUQ Using Data from Five Years of Usability Studies. Int. J. Hum. Comput. Interact. 2002, 14, 463–488. [Google Scholar] [CrossRef]
- Rosa, A.F.; Martins, A.I.; Costa, V.; Queirós, A.; Silva, A.; Rocha, N.P. Validação para português europeu do Post-Study System Usability Questionnaire (PPSUQ). In Proceedings of the 10th Iberian Conference on Information Systems and Technologies (CISTI), Aveiro, Portugal, 17–20 June 2015. [Google Scholar]
- Martins, A.I.; Rosa, A.F.; Queirós, A.; Silva, A.; Rocha, N.P. Definition and validation of the ICF-Usability Scale. Procedia Comput. Sci. 2015, 67, 132–139. [Google Scholar] [CrossRef]
- Martins, A.I.; Queirós, A.; Rocha, N.P. Validation of a usability assessment instrument according to the evaluators’ perspetive about users’ performance. Univers. Access Inf. Soc. 2020, 19, 515–525. [Google Scholar] [CrossRef]
- Demers, L.; Weiss-Lambrou, R.; Ska, B. The Quebec User Evaluation of Satisfaction with Assistive Technology (QUEST 2.0): An overview and recent progress. Technol. Disabil. 2019, 14, 101–105. [Google Scholar] [CrossRef]
- Lund, A.M. Measuring usability with the USE questionnaire. Usability Interface 2001, 8, 3–6. [Google Scholar]
- Lewis, J.R. Psychometric evaluation of an after-scenario questionnaire for computer usability studies: The ASQ. ACM SIGCHI Bulletin. 1991, 23, 78–81. [Google Scholar] [CrossRef]
- Lewis, J.R. Psychometric evaluation of an after-scenario questionnaire for computer usability studies. ACM SIGCHI Bull. 2007, 23, 78–81. [Google Scholar]
- Ghanbary Sartang, A.; Ashnagar, M.; Habibi, E.; Sadeghi, S. Evaluation of Rating Scale Mental Effort (RSME) effectiveness for mental workload assessment in nurses. J. Occup. Health Epidemiol. 2016, 5, 211–217. [Google Scholar] [CrossRef]
- Davis, F.D. Perceived Usefulness, Perceived Ease Of Use, And User Acceptance. MIS Q. 1989, 13, 319–339. [Google Scholar] [CrossRef]
- Davis, F.D.; Bagozzi, R.P.; Warshaw, P.R. User Acceptance of Computer Technology: A Comparison of Two Theoretical Models. Manag. Sci. 1989, 35. [Google Scholar] [CrossRef]
- Venkatesh, V. Determinants of perceived ease of use: Integrating control, intrinsic motivation, and emotion into the technology acceptance model. Inf. Syst. Res. 2000, 11, 342–365. [Google Scholar] [CrossRef]
- Santos, I.C.T.; Tavares, J.M.R.S. Additional peculiarities of medical devices that should be considered in their development process. Expert Rev. Med. Devices 2013, 10, 411–420. [Google Scholar] [CrossRef]
- Bardin, L. L’analyse de Contenu; Quadrige/PUF: Paris, France, 2007. [Google Scholar]
- Yen, P.Y.; Walker, D.M.; Smith, J.M.G.; Zhou, M.P.; Menser, T.L.; McAlearney, A.S. Usability evaluation of a commercial inpatient portal. Int. J. Med. Inf. 2018, 110, 10–18. [Google Scholar] [CrossRef]
- Parreira, P.; Sousa, L.B.; Marques, I.A.; Costa, P.; Braga, L.; Cruz, A.; Salgueiro-Oliveira, A. Double-chamber syringe versus classic syringes for peripheral intravenous drug administration and catheter flushing: A study protocol for a randomised controlled trial. Trials 2020, 21, 78. [Google Scholar] [CrossRef]
- Krell, M. Evaluating an instrument to measure mental load and mental effort using Item Response Theory. Sci. Educ. Rev. Lett. 2015, 3, 1–6. [Google Scholar]
- Krell, M. Evaluating an instrument to measure mental load and mental effort considering different sources of validity evidence. Cogent Educ. 2017, 4, 1–10. [Google Scholar] [CrossRef]
Concept Stage (n = 16) | Semi-Functional Prototype Stage (n = 22) | Functional Prototype Stage (n = 30) | |
---|---|---|---|
Sex n (%) | |||
Male | 5 (31.3%) | 7 (31.8%) | 8 (26.7%) |
Female | 11 (68.7%) | 15 (68.2%) | 22 (73.3%) |
Age (years) | 39.25 ± 10.096 | 37.86 ± 9.083 | 36.57 ± 8.012 |
M ± SD (Min.–Max.) | 25–55 | 25–55 | 26–55 |
Education n (%) | |||
Bachelors’ degree | 3 (18.7%) | 3 (13.6%) | 17 (56.7%) |
Post-graduate/Specialty | 4 (25.0%) | 6 (27.3%) | 4 (13.3%) |
Master’s degree | 9 (56.3%) | 12 (54.5%) | 7 (23.3%) |
Ph.D. | - | 1 (4.5%) | 2 (6.7%) |
Professional time (months) | 195.56 ± 120.434 | 185.32 ± 106.512 | 163.87 ± 97.604 |
M ± SD (Min.–Max.) | 25–55 | 36–372 | 24–384 |
Department n (%) | |||
Operating room | 5 (31.3%) | 6 (27.3%) | 2 (6.7%) |
General hospital | 1 (6.2%) | 1 (4.5%) | 5 (16.7%) |
Internal medicine | - | 3 (13.6%) | 3 (10.0%) |
Research unit | 3 (18.8%) | 3 (13.6%) | 2 (6.7%) |
Cancer unit | 1 (6.2%) | 2 (9.1%) | 2 (6.7%) |
Gastroenterology | - | - | 2 (6.7%) |
Emergency Room | - | - | 3 (10.0%) |
Orthopaedics | 2 (12.5%) | 2 (9.1%) | 1 (3.3%) |
Rheumatology | - | - | 2 (6.7%) |
Intensive care unit | 2 (12.5%) | 2 (9.1%) | - |
Physical medicine/Rehabilitation | - | - | 2 (6.7%) |
Pneumology | 1 (6.2%) | 1 (4.5%) | - |
Haematology | - | - | 1 (3.3%) |
Pain consultation | - | 1 (4.5%) | - |
Psychiatric ward | - | - | 1 (3.3%) |
Burn unit | 1 (6.2%) | 1 (4.5%) | - |
Urology | - | - | 1 (3.3%) |
Continued care unit | - | - | 1 (3.3%) |
Unemployed | - | - | 1 (3.3%) |
Type of healthcare institution n (%) | |||
Public institutions | 13 (81.3%) | 19 (86.4%) | 25 (83.3%) |
Private institutions | - | - | 2 (6.7%) |
Other (Teaching/Research) | 3 (18.7%) | 3 (13.6%) | 3 (10.0%) |
Time at the current professional unit (months) | 135.25 ± 124.509 | 124.55 ± 110.403 | 185.32 ± 106.512 |
M ± SD (Min.–Max.) | 6–372 | 6–372 | 1–384 |
Items | Item-Total Correlation | α (If Item Excluded) | Item-Domain Correlation |
---|---|---|---|
1. is useful for my work. | 0.645 ** | 0.975 | 0.771 ** |
2. facilitates the performance of my tasks. | 0.751 ** | 0.975 | 0.890 ** |
3. helps me to be more effective. | 0.754 ** | 0.975 | 0.901 ** |
4. helps me to be more efficient. | 0.781 ** | 0.975 | 0.897 ** |
5. achieves everything I would expect it to do. | 0.763 ** | 0.975 | 0.803 ** |
6. allows me to complete my tasks. | 0.728 ** | 0.975 | 0.767 ** |
7. allows me to complete my tasks easily. | 0.763 ** | 0.975 | 0.814 ** |
8. allows me to complete my tasks quickly. | 0.717 ** | 0.975 | 0.797 ** |
9. allows me to have better control over my tasks. | 0.725 ** | 0.975 | 0.835 ** |
10. helps me to be more productive. | 0.777 ** | 0.975 | 0.844 ** |
11. allows me to provide safer care. | 0.661 ** | 0.975 | 0.751 ** |
12. answers my needs. | 0.837 ** | 0.975 | 0.860 ** |
Items | Item-Total Correlation | α (If Item Excluded) | Item-Domain Correlation |
---|---|---|---|
13. is easy to use. | 0.795 ** | 0.975 | 0.861 ** |
14. is simple to use. | 0.815 ** | 0.975 | 0.870 ** |
15. is user-friendly. | 0.721 ** | 0.975 | 0.802 ** |
16. requires few steps to accomplish my work. | 0.670 ** | 0.975 | 0.815 ** |
17. is flexible to use according to my needs. | 0.701 ** | 0.975 | 0.663 ** |
18. does not require physical effort to use it. | 0.761 ** | 0.975 | 0.837 ** |
19. does not require mental effort to use it. | 0.509 ** | 0.975 | 0.653 ** |
20. allows me to complete tasks in a logical sequence. | 0.573 ** | 0.975 | 0.702 ** |
21. is not associated with significant possibilities of error in its use. | 0.651 ** | 0.975 | 0.717 ** |
22. allows me to recover from mistakes quickly and easily. | 0.651 ** | 0.975 | 0.642 ** |
Items | Item-Total Correlation | α (If Item Excluded) | Item-Domain Correlation |
---|---|---|---|
23. I learned to use it quickly. | 0.633 ** | 0.975 | 0.888 ** |
24. I learned to use it easily. | 0.740 ** | 0.975 | 0.853 ** |
25. I easily remember how to use it. | 0.611 ** | 0.975 | 0.867 ** |
26. I quickly became skilful with it. | 0.651 ** | 0.975 | 0.863 ** |
27. it is not necessary too much previous knowledge to use it. | 0.490 ** | 0.976 | 0.766 ** |
28. there is no need for written instructions to use it. | 0.335 * | 0.977 | 0.705 ** |
Items | Item-Total Correlation | α (If Item Excluded) | Item-Domain Correlation |
---|---|---|---|
29. I will be satisfied with it. | 0.898 ** | 0.974 | 0.917 ** |
30. I would recommend it to colleagues. | 0.884 ** | 0.974 | 0.914 ** |
31. it will allow the performance of my tasks. | 0.875 ** | 0.974 | 0.902 ** |
32. it will be interesting for the performance of my tasks. | 0.867 ** | 0.974 | 0.915 ** |
33. I feel I need to have it in my work. | 0.608 ** | 0.974 | 0.656 ** |
34. it will be pleasant to use. | 0.810 ** | 0.975 | 0.823 ** |
35. I will feel comfortable in using it. | 0.851 ** | 0.975 | 0.861 ** |
36. I will feel confident in using it. | 0.821 ** | 0.975 | 0.863 ** |
37. I will feel secure in using it. | 0.788 ** | 0.975 | 0.835 ** |
38. the dimensions of the device are adjusted. | 0.804 ** | 0.975 | 0.814 ** |
39. the weight of the device is adjusted. | 0.479 ** | 0.976 | 0.577 ** |
40. the appearance of the device is adjusted. | 0.531 ** | 0.976 | 0.560 ** |
41. I will like to use it frequently. | 0.798 ** | 0.975 | 0.893 ** |
42. it will be easy to adjust it during the performance of my work. | 0.725 ** | 0.975 | 0.802 ** |
Usability Dimensions | Concept (n = 16) | r | Semi-Functional Prototype (n = 22) | r | Functional Prototype (n = 30) | r | |
---|---|---|---|---|---|---|---|
Global score | M ± SD | 5.80 ± 0.534 | −0.174 | 5.80 ± 0.786 | −0.250 | 5.28 ± 0.944 | 0.273 |
Min.–Max. | 4.81–6.76 | 3.93–7.00 | 3.19–7.00 | ||||
Usefulness | M ± SD | 6.11 ± 0.593 | 0.062 | 5.95 ± 0.875 | −0.283 | 5.36 ± 1.160 | 0.309 |
Min.–Max. | 4.75–7.00 | 3.58–7.00 | 2.00–7.00 | ||||
Ease of use | M ± SD | 5.69 ± 0.597 | 0.267 | 5.72 ± 0.928 | 0.082 | 5.06 ± 1.013 | 0.183 |
Min.–Max. | 4.30–6.40 | 3.20–7.00 | 3.20–7.00 | ||||
Ease of learning | M ± SD | 6.05 ± 0.767 | −0.306 | 5.96 ± 0.916 | 0.111 | 5.53 ± 1.022 | 0.130 |
Min.–Max. | 4.33–7.00 | 4.00–7.00 | 2.83–7.00 | ||||
Satisfaction/Use intention | M ± SD | 5.93 ± 0.860 | −0.201 | 5.83 ± 0.826 | −0.070 | 5.37 ± 1.082 | 0.274 |
Min.–Max. | 4.71–7.00 | 3.57–7.00 | 3.07–7.00 |
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Parreira, P.; Sousa, L.B.; Marques, I.A.; Santos-Costa, P.; Cortez, S.; Carneiro, F.; Cruz, A.; Salgueiro-Oliveira, A. Usability Assessment of an Innovative Device in Infusion Therapy: A Mix-Method Approach Study. Int. J. Environ. Res. Public Health 2020, 17, 8335. https://doi.org/10.3390/ijerph17228335
Parreira P, Sousa LB, Marques IA, Santos-Costa P, Cortez S, Carneiro F, Cruz A, Salgueiro-Oliveira A. Usability Assessment of an Innovative Device in Infusion Therapy: A Mix-Method Approach Study. International Journal of Environmental Research and Public Health. 2020; 17(22):8335. https://doi.org/10.3390/ijerph17228335
Chicago/Turabian StyleParreira, Pedro, Liliana B. Sousa, Inês A. Marques, Paulo Santos-Costa, Sara Cortez, Filipa Carneiro, Arménio Cruz, and Anabela Salgueiro-Oliveira. 2020. "Usability Assessment of an Innovative Device in Infusion Therapy: A Mix-Method Approach Study" International Journal of Environmental Research and Public Health 17, no. 22: 8335. https://doi.org/10.3390/ijerph17228335
APA StyleParreira, P., Sousa, L. B., Marques, I. A., Santos-Costa, P., Cortez, S., Carneiro, F., Cruz, A., & Salgueiro-Oliveira, A. (2020). Usability Assessment of an Innovative Device in Infusion Therapy: A Mix-Method Approach Study. International Journal of Environmental Research and Public Health, 17(22), 8335. https://doi.org/10.3390/ijerph17228335