Skip to main content
Top
Published in: Journal of General Internal Medicine 8/2020

01-08-2020 | Original Research

Development and Validation of the Systems Thinking Scale

Authors: Mary A. Dolansky, PhD, RN, Shirley M. Moore, PhD, RN, Patrick A. Palmieri, PhD, Mamta K. Singh, MD, MS

Published in: Journal of General Internal Medicine | Issue 8/2020

Login to get access

Abstract

Purpose

Systems thinking is the ability to recognize and synthesize patterns, interactions, and interdependencies in a set of activities and is a key component in quality and safety. A measure of systems thinking is needed to advance our understanding of the mechanisms that contribute to improvement efforts. The purpose of this study was to develop and conduct psychometric testing of a systems thinking scale (STS).

Methods

The development of the STS included obtaining national quality and safety experts’ conceptual domains of systems thinking and the generation of a provisional set of items. Further psychometric analyses were conducted with interprofessional healthcare faculty (N = 342) and students (N = 224) engaged in quality improvement initiatives and education.

Results

Of the 26 items identified in the development phase, factor analyses indicated three factors: (1) system thinking (20 items), (2) personal effort (2 items), and (3) reliance on authority (4 items). The six items from factors 2 and 3 were omitted due to low factor loadings. Test-retest reliability of the 20-item STS was performed on 36 healthcare professionals and a correlation of 0.74 was found. Internal consistency testing on a sample of 342 healthcare professionals using Cronbach’s alpha showed a coefficient of 0.89. Discriminant validity was confirmed with three groups of healthcare professions students (N = 102) who received high, low, or no dose levels of systems thinking education in the context of process improvement.

Conclusions

The 20-item STS is a valid and reliable instrument that is easy to administer and takes less than 10 min to complete. Further research using the STS has the potential to advance the science and education of quality improvement in two main ways: (1) increase understanding of a critical mechanism by which quality improvement processes achieve results, and (2) evaluate the effectiveness of our education to improve systems thinking.
Literature
1.
go back to reference Accreditation Council for Graduate Medical Education (2007). website [On-line]. Accreditation Council for Graduate Medical Education (2007). website [On-line].
2.
go back to reference Institute of Medicine. Committee on the Robert Wood Johnson Foundation Initiative on the Future of Nursing. The Future of Nursing: Leading Change, Advancing Health. Washington, DC: National Academies Press; 2011.CrossRef Institute of Medicine. Committee on the Robert Wood Johnson Foundation Initiative on the Future of Nursing. The Future of Nursing: Leading Change, Advancing Health. Washington, DC: National Academies Press; 2011.CrossRef
3.
go back to reference Dolansky, M. A., & Moore, S. M. (2013). Quality and safety education for nurses (QSEN): The key is systems thoughtful. Online Journal of Issues in Nursing, 18(3). Dolansky, M. A., & Moore, S. M. (2013). Quality and safety education for nurses (QSEN): The key is systems thoughtful. Online Journal of Issues in Nursing, 18(3).
4.
go back to reference Calhoun, JG, Ramiah, K, Weist, EM, & Shortell, SM. Development of a core competency model for the master of public health degree. American Journal of Public Health. 2008; 98: 1598-1607.CrossRef Calhoun, JG, Ramiah, K, Weist, EM, & Shortell, SM. Development of a core competency model for the master of public health degree. American Journal of Public Health. 2008; 98: 1598-1607.CrossRef
5.
go back to reference Frenk, J, Chen, L, Bhutta, ZA, Cohen, J, Crisp, N, Evans, T, & Kistnasamy, B. Health professionals for a new century: transforming education to strengthen health systems in an interdependent world. Lancet. 2008; 376:1923-1958.CrossRef Frenk, J, Chen, L, Bhutta, ZA, Cohen, J, Crisp, N, Evans, T, & Kistnasamy, B. Health professionals for a new century: transforming education to strengthen health systems in an interdependent world. Lancet. 2008; 376:1923-1958.CrossRef
6.
go back to reference Vincent, C, Taylor-Adams, S, & Stanhope, N. Framework for analyzing risk and safety in clinical medicine. BMJ: 199;316:1154. Vincent, C, Taylor-Adams, S, & Stanhope, N. Framework for analyzing risk and safety in clinical medicine. BMJ: 199;316:1154.
7.
go back to reference Carayon, P, Hundt, AS, Karsh, BT, Gurses, AP, Alvarado, CJ, Smith, M, & Brennan, PF. Work system design for patient safety: the SEIPS model. BMJ Quality & Safety 2008; 15:i50-i58.CrossRef Carayon, P, Hundt, AS, Karsh, BT, Gurses, AP, Alvarado, CJ, Smith, M, & Brennan, PF. Work system design for patient safety: the SEIPS model. BMJ Quality & Safety 2008; 15:i50-i58.CrossRef
8.
go back to reference Bowie, P, McNaughton, E, Bruce, C. Enhancing the effectiveness of significant event analysis: exploring personal impact and applying systems thinking in primary care. The Journal of continuing education in the health professions. 2016; 36:195.CrossRef Bowie, P, McNaughton, E, Bruce, C. Enhancing the effectiveness of significant event analysis: exploring personal impact and applying systems thinking in primary care. The Journal of continuing education in the health professions. 2016; 36:195.CrossRef
9.
go back to reference Phillips, JM, Stalter, AM, Winegardner, S, Wiggs, C, & Jauch, A. Systems thinking and incivility in nursing practice: An integrative review. Nursing forum. 2018: 5; 286-293.CrossRef Phillips, JM, Stalter, AM, Winegardner, S, Wiggs, C, & Jauch, A. Systems thinking and incivility in nursing practice: An integrative review. Nursing forum. 2018: 5; 286-293.CrossRef
10.
go back to reference Gonzalo, JD, Dekhtyar, M; Starr, S; et al, Health Systems Science Curricula in Undergraduate Medical Education: Identifying and Defining a Potential Curricular Framework, Academic Medicine. 2017;92:123-131.CrossRef Gonzalo, JD, Dekhtyar, M; Starr, S; et al, Health Systems Science Curricula in Undergraduate Medical Education: Identifying and Defining a Potential Curricular Framework, Academic Medicine. 2017;92:123-131.CrossRef
11.
go back to reference Bleich, MR. Developing leaders as systems thinkers—Part I. The Journal of Continuing Education in Nursing. 2014; 45:158-159.CrossRef Bleich, MR. Developing leaders as systems thinkers—Part I. The Journal of Continuing Education in Nursing. 2014; 45:158-159.CrossRef
12.
go back to reference Phillips, JM, Stalter, AM, Dolansky, MA, & Lopez, GM. Fostering future leadership in quality and safety in health care through systems thinking. Journal of Professional Nursing. 2016; 32:15-24.CrossRef Phillips, JM, Stalter, AM, Dolansky, MA, & Lopez, GM. Fostering future leadership in quality and safety in health care through systems thinking. Journal of Professional Nursing. 2016; 32:15-24.CrossRef
13.
go back to reference Phillips, J M, & Stalter, AM. Integrating systems thinking into nursing education. The Journal of Continuing Education in Nursing. 2016; 46:395-397. Phillips, J M, & Stalter, AM. Integrating systems thinking into nursing education. The Journal of Continuing Education in Nursing. 2016; 46:395-397.
14.
go back to reference Rusoja, E, Haynie, D, Sievers, J, et al. Thinking about complexity in health: A systematic review of the key systems thinking and complexity ideas in health. Journal of evaluation in clinical practice. 2018; 24:600-606.CrossRef Rusoja, E, Haynie, D, Sievers, J, et al. Thinking about complexity in health: A systematic review of the key systems thinking and complexity ideas in health. Journal of evaluation in clinical practice. 2018; 24:600-606.CrossRef
15.
go back to reference Senge, P. Discipline: The art and practice of the learning organization. New York: Doubleday/Currency; 1990. Senge, P. Discipline: The art and practice of the learning organization. New York: Doubleday/Currency; 1990.
16.
go back to reference Batalden, PB & Stoltz, PK. A framework for the continual improvement of health care: building and applying professional and improvement knowledge to test changes in daily work. Jt.Comm J.Qual.Improv.1993; 19:424-447. Batalden, PB & Stoltz, PK. A framework for the continual improvement of health care: building and applying professional and improvement knowledge to test changes in daily work. Jt.Comm J.Qual.Improv.1993; 19:424-447.
17.
go back to reference Morrison, L, Headrick, L, Orgrinc, G, & Foster, T. The quality improvement knowledge application tool: An instrument to assess knowledge application in practice-based learning and improvement. Journal of General Internal Medicine. 2003;18:250. Morrison, L, Headrick, L, Orgrinc, G, & Foster, T. The quality improvement knowledge application tool: An instrument to assess knowledge application in practice-based learning and improvement. Journal of General Internal Medicine. 2003;18:250.
18.
go back to reference Batalden, PB, & Mohr, JJ. Building knowledge of health care as a system. Quality Management in Health Care. 1997; 5:1-12.CrossRef Batalden, PB, & Mohr, JJ. Building knowledge of health care as a system. Quality Management in Health Care. 1997; 5:1-12.CrossRef
19.
go back to reference Randle, J. M., & Stroink, M. L. (2012). Systems thinking cognitive paradigm and its relationship to academic attitudes and achievement. Unpublished honors thesis). Lakehead University, Thunder Bay. Randle, J. M., & Stroink, M. L. (2012). Systems thinking cognitive paradigm and its relationship to academic attitudes and achievement. Unpublished honors thesis). Lakehead University, Thunder Bay.
20.
go back to reference Tetuan, T., Ohm, R., Kinzie, L., McMaster, S., Moffitt, B., & Mosier, M. (2017). Does Systems Thinking Improve the Perception of Safety Culture and Patient Safety? Journal of Nursing Regulation, 8(2), 31–39.CrossRef Tetuan, T., Ohm, R., Kinzie, L., McMaster, S., Moffitt, B., & Mosier, M. (2017). Does Systems Thinking Improve the Perception of Safety Culture and Patient Safety? Journal of Nursing Regulation, 8(2), 31–39.CrossRef
21.
go back to reference Hwang, J. I., & Park, H. A. (2017). Nurses’ systems thinking competency, medical error reporting, and the occurrence of adverse events: A cross-sectional study. Contemporary nurse, 1-11. Hwang, J. I., & Park, H. A. (2017). Nurses’ systems thinking competency, medical error reporting, and the occurrence of adverse events: A cross-sectional study. Contemporary nurse, 1-11.
22.
go back to reference Dillon-Bleich, K. (2018). Keeping Patients Safe: The Relationships Among Structural Empowerment, Systems Thinking, Level of Education, Certification and Safety Competency (Doctoral dissertation, Case Western Reserve University). Dillon-Bleich, K. (2018). Keeping Patients Safe: The Relationships Among Structural Empowerment, Systems Thinking, Level of Education, Certification and Safety Competency (Doctoral dissertation, Case Western Reserve University).
23.
go back to reference Masoon, A. (2019). Relationships among systems thinking, safety culture, safety competency, and safety performance of registered nurses in Saudi Arabia. Doctoral dissertation, Case Western Reserve University). Masoon, A. (2019). Relationships among systems thinking, safety culture, safety competency, and safety performance of registered nurses in Saudi Arabia. Doctoral dissertation, Case Western Reserve University).
24.
go back to reference Aboumatar, H. J., Thompson, D., Wu, A., Dawson, P., Colbert, J., Marsteller, J., ... & Pronovost, P. (2012). Development and evaluation of a 3-day patient safety curriculum to advance knowledge, self-efficacy and system thinking among medical students. BMJ Qual Saf, 21(5), 416-422 Aboumatar, H. J., Thompson, D., Wu, A., Dawson, P., Colbert, J., Marsteller, J., ... & Pronovost, P. (2012). Development and evaluation of a 3-day patient safety curriculum to advance knowledge, self-efficacy and system thinking among medical students. BMJ Qual Saf, 21(5), 416-422
25.
go back to reference Plack, MM, Goldman, EF, Scott, et al. Systems thinking and systems-based practice across the health professions: An inquiry into definitions, teaching practices, and assessment. Teaching and Learning in Medicine. 2018;30:242-254.CrossRef Plack, MM, Goldman, EF, Scott, et al. Systems thinking and systems-based practice across the health professions: An inquiry into definitions, teaching practices, and assessment. Teaching and Learning in Medicine. 2018;30:242-254.CrossRef
Metadata
Title
Development and Validation of the Systems Thinking Scale
Authors
Mary A. Dolansky, PhD, RN
Shirley M. Moore, PhD, RN
Patrick A. Palmieri, PhD
Mamta K. Singh, MD, MS
Publication date
01-08-2020
Publisher
Springer International Publishing
Published in
Journal of General Internal Medicine / Issue 8/2020
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-020-05830-1

Other articles of this Issue 8/2020

Journal of General Internal Medicine 8/2020 Go to the issue

Healing Arts

Taking Notes

Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.