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. 2011 Feb;46(1 Pt 1):82–104. doi: 10.1111/j.1475-6773.2010.01170.x

Table 3.

Effects on Time between Hospitalizations

Statistic

Term Coefficient z p>|z|
Resident level
 Personal characteristics
  Male −0.20 −30.1 0
  African American −0.01 −0.6 .55
  Not white or African American 0.05 3.9 0
  Married −0.06 −8.1 0
 Daily life
  Severe physical functioning −0.16 −12.1 0
  Moderate physical functioning −0.06 −3.9 0
  Severe cognitive functioning −0.13 −11.4 0
  Moderate cognitive functioning −0.03 −3.6 0
  Bladder incontinent 0.06 6.6 0
  Bowel incontinent −0.10 −10.7 0
  Restrained by bedrails −0.02 −2.0 .048
  Has trunk, limb, or chair restraints −0.04 −1.5 .132
  Restrained by bedrails and either trunk, limb, or chair restraints 0.05 2.7 .008
  Special treatment, procedures, and programs −0.22 −28.6 0
  Nutritional approaches: Feeding tube use −0.16 −12.2 0
  Nutritional approaches: Parenteral IV −0.14 −5.4 0
  Medication count −0.04 −44.3 0
 Chronic conditions
  Edema −0.09 −11.5 0
  Stage 1 ulcer −0.09 −6.7 0
  Stage 2 + ulcer −0.24 −30.2 0
  Unstable condition −0.18 −22.4 0
  Alzheimer's or dementia 0.10 12.7 0
  Anemia −0.08 −11.1 0
  Cancer −0.18 −18.2 0
  Congestive heart failure −0.18 −23.1 0
  Chronic obstructive pulmonry disease −0.10 −11.7 0
  Daily pain −0.10 −13.2 0
  Diabetes mellitus −0.10 −15.3 0
  Dysrhythmia −0.08 −9.9 0
  Internal bleeding −0.19 −6.2 0
  Neurological disease 0.07 10.0 0
  Other cardiology disease −0.03 −4.0 0
 Changes since last assessment
  Weight loss −0.10 −11.0 0
  New medication −0.05 −6.2 0
  Number of days physician ordered changes to care needs −0.26 −28.1 0
  Abnormal lab result −0.08 −10.3 0
  More self-sufficient (less support) 0.08 8.2 0
  Less self-sufficient (more support) −0.15 −17.7 0
  Mood status deteriorated −0.11 −8.3 0
Symptoms
  Problem swallowing −0.10 −10.1 0
  Diarrhea −0.15 −9.8 0
  Shortness of breath −0.30 −25.2 0
  Vomiting −0.27 −13.8 0
 Acute conditions currently affecting activities of daily living
  Accident: Fall −0.02 −3.1 .002
  Accident: Nonhip fracture 0.14 9.8 0
  Accident: Hip fracture 0.21 15.9 0
  Acute episode or flare-up of chronic problem −0.17 −16.4 0
  Infection −0.10 −13.7 0
  Pneumonia −0.03 −2.4 .017
 Resident preferences
  Do-not-hospitalize directive 0.90 23.0 0
  Do-not-resuscitate directive 0.13 17.9 0
  Discharge from nursing home planned −0.09 −10.4 0
 Financial implications
  Current length of stay >100 straight days 0.86 97.2 0
  Medicare payer −0.11 −14.3 0
  Medicaid payer 0.04 4.0 0
 Past hospitalizations
  At least one previous hospitalization −0.54 −18.7 0
  Log no past hospitalizations if >0 −2.67 −88.8 0
 Interactions
  Past hospitalization × Number of days care-needs orders changed 0.19 8.8 0
  Past hospitalization × More self-sufficient −0.29 −13.2 0
  Past hospitalization × Less self-sufficient 0.02 0.7 .502
  Past hospitalization × Unstable condition 0.15 7.7 0
  Past hospitalization × Cancer 0.12 4.3 0
  Past hospitalization × Congestive heart failure 0.10 5.2 0
  Past hospitalization × Shortness of breadth 0.16 5.6 0
 Constants
  Intercept 6.65 55.4 0
  1999 year −0.06 −4.5 0
  2000 year −0.09 −6.6 0
  2001 year −0.09 −6.6 0
  2002 year −0.09 −6.5 0
  2003 year −0.11 −6.5 0
  2004 year −0.18 −8.4 0
 Variance (within residents) 1.35 116.4 0
Nursing home level
 Resident welfare
  Total number of deficiencies (in 10 s) −0.06 −5.7 0
  Yearly case mix index −0.21 −2.5 .014
  Total number of beds at home 0.00 0.1 .954
  FTE direct care RN staff per bed 0.03 0.4 .669
 Financial implications
  Government-owned nursing home −0.31 −5.7 0
  Not-for-profit nursing home −0.04 −1.2 .243
  Inpatient days paid for by Medicaid per resident −0.67 −3.2 .002
  Percent Medicare patients (annual) 0.03 0.9 .389
  Percent Medicaid patients (annual) 0.06 1.3 .197
Variance (between residents) 0.05 47.10 0

Notes. Random frailty effects were included for each resident to account for correlation between repeated observations of time to hospitalization made on the same resident.