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For: Welton JM, Unruh L, Halloran EJ. Nurse staffing, nursing intensity, staff mix, and direct nursing care costs across Massachusetts hospitals. J Nurs Adm 2006;36:416-25. [PMID: 16969253 DOI: 10.1097/00005110-200609000-00008] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]

In recent years, reference to the concept of complexity has become increasingly frequent in the management of healthcare systems. This interpretation of reality and of knowledge reflects the increasing use of a multi-disciplinary approach, in both clinical and research fields, that re-evaluates the importance of the environment and the preferences of the individual. The influence of the epistemological theory of complexity in healthcare can also be identified in discussions on the role and methods of epidemiology and public health; in breaking the walls between the exact sciences and the humanities; in the appreciation of qualitative methods of research and the Bayesian approach to biostatistics.

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Number Cited by Other Article(s)
1
Kim S, Kim TH. The association between nurse staffing level and length of stay in general ward and intensive care unit in Korea. Appl Nurs Res 2022;63:151558. [PMID: 35034705 DOI: 10.1016/j.apnr.2021.151558] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 11/03/2021] [Accepted: 12/25/2021] [Indexed: 11/23/2022]
2
Patient Outcomes After the Introduction of Statewide ICU Nurse Staffing Regulations. Crit Care Med 2019;46:1563-1569. [PMID: 30179886 DOI: 10.1097/ccm.0000000000003286] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
3
Smith JG, Plover CM, McChesney MC, Lake ET. Rural Hospital Nursing Skill Mix and Work Environment Associated With Frequency of Adverse Events. SAGE Open Nurs 2019;5:2377960819848246. [PMID: 31360773 PMCID: PMC6663106 DOI: 10.1177/2377960819848246] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 03/24/2019] [Accepted: 04/13/2019] [Indexed: 11/15/2022]  Open
4
Su A, Lief L, Berlin D, Cooper Z, Ouyang D, Holmes J, Maciejewski R, Maciejewski PK, Prigerson HG. Beyond Pain: Nurses' Assessment of Patient Suffering, Dignity, and Dying in the Intensive Care Unit. J Pain Symptom Manage 2018;55:1591-1598.e1. [PMID: 29458082 PMCID: PMC5991087 DOI: 10.1016/j.jpainsymman.2018.02.005] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Revised: 02/07/2018] [Accepted: 02/09/2018] [Indexed: 02/03/2023]
5
Junttila JK, Koivu A, Fagerström L, Haatainen K, Nykänen P. Hospital mortality and optimality of nursing workload: A study on the predictive validity of the RAFAELA Nursing Intensity and Staffing system. Int J Nurs Stud 2016;60:46-53. [PMID: 27297367 DOI: 10.1016/j.ijnurstu.2016.03.008] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2015] [Revised: 03/08/2016] [Accepted: 03/09/2016] [Indexed: 11/26/2022]
6
Guarinoni M, Petrucci C, Lancia L, Motta PC. The Concept of Care Complexity: A Qualitative Study. J Public Health Res 2015;4:588. [PMID: 26753161 PMCID: PMC4693341 DOI: 10.4081/jphr.2015.588] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Accepted: 11/25/2015] [Indexed: 11/23/2022]  Open
Significance for public health
  • Milena Guarinoni
    • Department of Medical and Surgical Specialties, Radiological Science and Public Health, University of Brescia
  • Cristina Petrucci
    • Department of Health, Life and Environmental Sciences, University of L'Aquila , Italy
  • Loreto Lancia
    • Department of Health, Life and Environmental Sciences, University of L'Aquila , Italy
  • Paolo Carlo Motta
    • Department of Medical and Surgical Specialties, Radiological Science and Public Health, University of Brescia
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7
van Oostveen CJ, Mathijssen E, Vermeulen H. Nurse staffing issues are just the tip of the iceberg: A qualitative study about nurses’ perceptions of nurse staffing. Int J Nurs Stud 2015;52:1300-9. [DOI: 10.1016/j.ijnurstu.2015.04.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2014] [Revised: 03/30/2015] [Accepted: 04/02/2015] [Indexed: 10/23/2022]
8
van Oostveen CJ, Ubbink DT, Mens MA, Pompe EA, Vermeulen H. Pre-implementation studies of a workforce planning tool for nurse staffing and human resource management in university hospitals. J Nurs Manag 2015;24:184-91. [PMID: 25817416 DOI: 10.1111/jonm.12297] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/12/2015] [Indexed: 11/27/2022]
9
Ivory CH. The Role of Health Care Technology in Support of Perinatal Nurse Staffing. J Obstet Gynecol Neonatal Nurs 2015;44:309-16. [DOI: 10.1111/1552-6909.12546] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]  Open
10
Massachusetts new nurse staffing law. J Nurs Adm 2014;44:553-5. [PMID: 25340917 DOI: 10.1097/nna.0000000000000125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
11
Weighted staffing plans for better prediction of staffing needs. J Nurs Adm 2013;43:461-7. [PMID: 23979036 DOI: 10.1097/nna.0b013e3182a23e41] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
12
Covell CL, Sidani S. Nursing intellectual capital theory: testing selected propositions. J Adv Nurs 2013;69:2432-45. [PMID: 23461557 DOI: 10.1111/jan.12118] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/02/2013] [Indexed: 01/09/2023]
13
Hinno S, Partanen P, Vehviläinen-Julkunen K. The professional nursing practice environment and nurse-reported job outcomes in two European countries: a survey of nurses in Finland and the Netherlands. Scand J Caring Sci 2011;26:133-43. [PMID: 22032723 DOI: 10.1111/j.1471-6712.2011.00920.x] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
14
Levenstam AK, Bergbom I. The Zebra index: one method for comparing units in terms of nursing care. J Nurs Manag 2011;19:260-8. [PMID: 21375630 DOI: 10.1111/j.1365-2834.2010.01175.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
15
Chiarella M, Roydhouse JK. Hospital churn and casemix instability: implications for planning and educating the nursing workforce. AUST HEALTH REV 2011;35:95-8. [PMID: 21367339 DOI: 10.1071/ah09862] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2009] [Accepted: 07/08/2010] [Indexed: 11/23/2022]
16
O'Connell B, Hawkins MT, Baker L, Ostaszkiewicz J. Care needs and functional status of older acute care patients. Res Gerontol Nurs 2011;4:271-9. [PMID: 21323298 DOI: 10.3928/19404921-20110201-02] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2009] [Accepted: 09/07/2010] [Indexed: 11/20/2022]
17
Kurtzman ET, O’Leary D, Sheingold BH, Devers KJ, Dawson EM, Johnson JE. Performance-Based Payment Incentives Increase Burden And Blame For Hospital Nurses. Health Aff (Millwood) 2011;30:211-8. [DOI: 10.1377/hlthaff.2010.0573] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
18
Hinno S, Partanen P, Vehviläinen-Julkunen K, Aaviksoo A. Nurses' perceptions of the organizational attributes of their practice environment in acute care hospitals. J Nurs Manag 2010;17:965-74. [PMID: 19941570 DOI: 10.1111/j.1365-2834.2009.01008.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
19
Care model transformation: a necessity, not an option. J Nurs Adm 2009;39:453-6. [PMID: 19898093 DOI: 10.1097/nna.0b013e3181bd5eac] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
20
Mark BA, Lindley L, Jones CB. Nurse working conditions and nursing unit costs. Policy Polit Nurs Pract 2009;10:120-8. [PMID: 19628511 DOI: 10.1177/1527154409336200] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
21
Welton JM, Dismuke CE. Testing an inpatient nursing intensity billing model. Policy Polit Nurs Pract 2008;9:103-11. [PMID: 18650414 DOI: 10.1177/1527154408320045] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
22
Shever LL, Titler MG, Kerr P, Qin R, Kim T, Picone DM. The effect of high nursing surveillance on hospital cost. J Nurs Scholarsh 2008;40:161-9. [PMID: 18507571 DOI: 10.1111/j.1547-5069.2008.00221.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
23
Van den Heede K, Diya L, Lesaffre E, Vleugels A, Sermeus W. Benchmarking nurse staffing levels: the development of a nationwide feedback tool. J Adv Nurs 2008;63:607-18. [DOI: 10.1111/j.1365-2648.2008.04724.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
24
Implications of Medicare reimbursement changes related to inpatient nursing care quality. J Nurs Adm 2008;38:325-30. [PMID: 18690122 DOI: 10.1097/01.nna.0000323944.89640.c0] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
25
Ritchey T, Pati D. Establishing an Acute Care Nursing Bed Unit Size: Employing a Decision Matrix Framework. HERD-HEALTH ENVIRONMENTS RESEARCH & DESIGN JOURNAL 2008;1:122-32. [DOI: 10.1177/193758670800100413] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
26
Exploring Organizational Context and Structure as Predictors of Medication Errors and Patient Falls. J Patient Saf 2008. [DOI: 10.1097/pts.0b013e3181695671] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
27
New Medicare Payment Rules. Am J Nurs 2008;108:30-5. [DOI: 10.1097/01.naj.0000324370.71532.b7] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
28
Thungjaroenkul P, Kunaviktikul W, Jacobs P, Cummings GG, Akkadechanunt T. Nurse staffing and cost of care in adult intensive care units in a university hospital in Thailand. Nurs Health Sci 2008;10:31-6. [PMID: 18257829 DOI: 10.1111/j.1442-2018.2007.00334.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
29
Cram P, Vaughan-Sarrazin MS, Rosenthal GE. Hospital characteristics and patient populations served by physician owned and non physician owned orthopedic specialty hospitals. BMC Health Serv Res 2007;7:155. [PMID: 17894870 PMCID: PMC2048955 DOI: 10.1186/1472-6963-7-155] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2007] [Accepted: 09/25/2007] [Indexed: 11/10/2022]  Open
30
Lavin MA, Meyer GA, Ellis P. A Dialogue on the Future of Nursing Practice. ACTA ACUST UNITED AC 2007;18:74-83. [PMID: 17714235 DOI: 10.1111/j.1744-618x.2007.00055.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
31
Welton JM, Keepnews DM. Occupational Mix Adjustment. Am J Nurs 2007;107:70-2. [PMID: 17589238 DOI: 10.1097/01.naj.0000279275.71851.cc] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
32
Pickard B, Warner M. Demand management: A methodology for outcomes-driven staffing and patient flow management. ACTA ACUST UNITED AC 2007. [DOI: 10.1016/j.mnl.2007.01.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
33
Welton JM, Harris K. Hospital Billing and Reimbursement. J Nurs Adm 2007;37:164-6. [PMID: 17415101 DOI: 10.1097/01.nna.0000266846.77178.23] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
34
Welton JM, Zone-Smith L, Fischer MH. Adjustment of inpatient care reimbursement for nursing intensity. Policy Polit Nurs Pract 2006;7:270-80. [PMID: 17242392 DOI: 10.1177/1527154406297510] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
35
Welton J. Paying for Nursing Care in Hospitals. Am J Nurs 2006;106:67-9. [PMID: 17068439 DOI: 10.1097/00000446-200611000-00022] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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