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. Author manuscript; available in PMC: 2011 Sep 1.
Published in final edited form as: Res Nurs Health. 2010 Oct;33(5):413–425. doi: 10.1002/nur.20399

Table 3.

Incident Rate Ratios of Patient Falls Based on Negative Binomial Regressions

Model 1, IRR (n = 50,810) Model 2, IRR (n = 50,810) Model 3 (ICU), IRR (n = 11,520) Model 4 (non-ICU), IRR (n = 39,290)
Nurse staffing
  RN Hppd 0.910*** 0.984*** 0.967*** 0.994
  LPN Hppd 1.015 1.030** 1.098** 1.035**
  NA Hppd 1.043*** 1.011* 0.989 1.015*
Magnet hospital 0.948*** 0.947*** 0.860*** 0.960**
Nursing unit type  N/A
  ICU 0.211***
  Stepdown 0.484*** 0.471***
  Medical 0.632*** 0.627***
  Surgical 0.397*** 0.396***
  Med-surg 0.545*** 0.544***
  Rehab Reference Reference
R2 0.030 0.049 0.008 0.019

Notes:

***

p < .001,

**

p < .01,

*

p < .05.

Observations are nursing unit months.

Incident rate ratios are from generalized estimating equations models that clustered observations within nursing units.

Models 2, 3, and 4 controlled for the hospital’s 2004 Medicare Case Mix Index, teaching status, bedsize, and ownership, and the nursing unit’s average patient age and sex.

RN, registered nurse; LPN, licensed practical nurse; NA, nursing assistant; Hppd, hours per patient day; ICU, intensive care unit; Med-Surg, medical-surgical; Rehab, rehabilitation.