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Table 3 Interrupted Time Series Analysis Evaluating the Change in 30-day Readmission Rates Prior to and After Implementation of the Hospital Readmission Reduction Program Stratified by Targeted/Non-targeted Condition and Age Group

From: Readmissions and costs among younger and older adults for targeted conditions during the enactment of the hospital readmission reduction program

 

HRRP Announcement Phase Trenda (SE)

P

Level Changeb (SE)

P

Post-HRR Phase Trendc

P

Difference in Trendsd (SE)

P

Acute Myocardial Infarction

 All age groups

−0.0697 (0.008)

<.0001

−0.2564 (0.198)

0.20

−0.0341

<.0001

0.0356 (0.01)

< 0.001

 18–39 years

−0.0157 (0.026)

0.54

−0.2452 (0.643)

0.70

−0.0337

0.17

−0.018 (0.035)

0.61

 40–64 years

−0.0385 (0.005)

<.0001

−0.2882(0.135)

0.04

−0.0159

0.001

0.0226 (0.007)

0.001

  ≥ 65 years

− 0.0915 (0.01)

<.0001

− 0.3971 (0.268)

0.14

− 0.0433

<.0001

0.0482 (0.013)

0.006

Heart Failure

 All age groups

− 0.0266 (0.009)

0.004

−1.0354 (0.225)

<.0001

−0.0126

0.14

0.014 (0.124)

0.26

 18–39 years

0.0157 (0.037)

0.67

−1.3105 (0.961)

0.18

0.0196

0.58

0.0039 (0.048)

0.94

 40–64 years

− 0.0209 (0.011)

0.07

− 0.6897 (0.293)

0.02

− 0.0024

0.82

0.0185 (0.015)

0.022

  ≥ 65 years

− 0.0275 (0.010)

0.008

−1.2214 (0.254)

<.0001

−0.017

0.06

0.0105 (0.014)

0.46

Pneumonia

 All age groups

−0.0186 (0.006)

0.003

−0.5478 (0.14)

0.0003

−0.0196

< 0.001

−0.001 (0.009)

0.91

 18–39 years

0.0011 (0.015)

0.94

0.1852 (0.383)

0.63

−0.0077

0.59

−0.0088 (0.019)

0.65

 40–64 years

0.0104 (0.009)

0.26

−0.6752 (0.236)

0.006

0.0111

0.19

0.0008 (0.011)

0.95

  ≥ 65 years

−0.0339 (0.007)

<.0001

−0.5158 (0.171)

0.004

−0.0328

<.0001

0.0011 (0.008)

0.89

Chronic Obstructive Pulmonary Disease

 All age groups

−0.0231 (0.013)

0.09

0.2827 (0.606)

0.64

−0.026

0.79

−0.0029 (0.095)

0.98

 40–64 years

−0.0056 (0.015)

0.71

0.2427 (0.735)

0.74

0.0914

0.79

0.037 (0.115)

0.75

  ≥ 65 years

−0.0360 (0.012)

0.005

0.2882 (0.671)

0.67

−0.248

0.56

−0.0212 (0.103)

0.84

Non-targeted Conditionse

 All age groups

−0.0034 (0.002)

0.11

−0.2706 (0.049)

<.0001

0.0026

0.21

0.006 (0.003)

0.06

 18–39 years

0.0071 (0.002)

0.002

−0.1247 (0.051)

0.02

−0.0031

0.15

−0.0102 (0.003)

0.002

 40–64 years

0.0087 (0.006)

0.17

−0.1116 (0.107)

0.30

0.0124

0.05

0.0037 (0.01)

0.71

  ≥ 65 years

−0.0216 (0.003)

<.0001

−0.4268 (0.071)

<.0001

−0.0016

0.59

0.02 (0.004)

<.0001

  1. Abbrev. HRRP Hospital Readmissions Reduction Program, SE standard error
  2. a The HRRP announcement phase trend represents the change in rates of readmissions per month before HRRP implementation. This was estimated by calculating the β1 from the equation
  3. b The level change represents the level change immediately after HRRP implementation. This was estimated by calculating the β2 from the equation
  4. c The post-HRRP phase trend represents the post-HRRP implementation slope. This was estimated by calculating the sum of β1 and β3 from the equation discussed in the methods section
  5. d The difference in trends represents the trend change after HRRP implementation compared to the trend before implementation. This was estimated by calculating the β3 from the equation
  6. e The interrupted time series analysis was estimated by using the same HRRP implementation time and age restrictions as the acute myocardial infarction, heart failure and pneumoniia cohorts