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Data Analysis

The document shows readmission rates and numbers of men and women from 2013 to 2022. Readmission rates have decreased slightly each year from 0.225 to 0.205. The number of men and women admitted has increased each year over this period. A cost-benefit analysis estimates the potential cost savings from reducing the readmission rate to 0.1, finding savings of over $5 million per year on average.

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0% found this document useful (0 votes)
45 views4 pages

Data Analysis

The document shows readmission rates and numbers of men and women from 2013 to 2022. Readmission rates have decreased slightly each year from 0.225 to 0.205. The number of men and women admitted has increased each year over this period. A cost-benefit analysis estimates the potential cost savings from reducing the readmission rate to 0.1, finding savings of over $5 million per year on average.

Uploaded by

sonaxiv697
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as XLSX, PDF, TXT or read online on Scribd
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Year Readmission Rate Number of Men Number of Women

2013 0.225 1234567 1025433


2014 0.223 1256789 1043211
2015 0.219 1289012 1060988
2016 0.217 1321235 1088765
2017 0.215 1353458 1116542
2018 0.213 1385681 1144319
2019 0.211 1417904 1172096
2020 0.209 1450127 1208873
2021 0.207 1482350 1245649
2022 0.205 1514573 1282426

Gender and readmission numbers


1600000
1400000
1200000
1000000 Readmission Rate
800000 0.23
600000
0.225
400000
0.22
200000
0.215
0
2013 2014 2015 2016 2017 2018 2019 2020 2021 202
0.21

0.205 Number of Men Number of Women

0.2

0.195

0.19
2012 2014 2016 2018 2020 20
Other Factors
Age, comorbidities, discharge against medical advice, discharge against medical advice
LVEF, race, ethnicity, discharge against medical advice
Hospital type, geographic location, discharge against medical advice
Socioeconomic status, insurance status, discharge against medical advice
Access to care, quality of care, discharge against medical advice
Readmission interventions, medication adherence, discharge against medical advice
Patient education, self-management strategies, discharge against medical advice
Telemonitoring, transitional care, discharge against medical advice
Technology-driven interventions, remote patient monitoring, discharge against medical advice
Community-based interventions, social determinants of health, discharge against medical advice

Gender and readmission numbers

Readmission Rate

014 2015 2016 2017 2018 2019 2020 2021 2022

Number of Men Number of Women

12 2014 2016 2018 2020 2022 2024


Assumed Reduced
Readmissi Number of Number of Readmissi Readmissi
Year on Rate Men Women on Cost on Rate Readmission Costs Cost Savings
2013 0.225 1234567 1025433 $5,000 0.1 $63,343,250 $5,700,883
2014 0.223 1256789 1043211 $5,000 0.1 $63,100,550 $5,679,905
2015 0.219 1289012 1060988 $5,000 0.1 $62,237,500 $5,617,675
2016 0.217 1321235 1088765 $5,000 0.1 $61,660,250 $5,594,215
2017 0.215 1353458 1116542 $5,000 0.1 $61,148,000 $5,570,755
2018 0.213 1385681 1144319 $5,000 0.1 $60,697,750 $5,547,295
2019 0.211 1417904 1172096 $5,000 0.1 $60,303,500 $5,523,835
2020 0.209 1450127 1208873 $5,000 0.1 $59,960,250 $5,500,375
cost benefit analysis
2021 0.207 1482350 1245649 $5,000 0.1 $59,663,000 $5,476,915
$66,000,000
2022 0.205 1514573 1282426 $5,000 0.1 $59,407,750 $5,453,455
$64,000,000
$62,000,000
$60,000,000
$58,000,000
$56,000,000
$54,000,000
$52,000,000
$50,000,000
$48,000,000
2012 2014 2016 2018 2020 2022 2024

Readmission Costs Net Benefits


Discounted
Net Benefits Net Benefits
$57,642,367 $55,778,178
$57,420,645 $52,548,880
$56,619,825 $50,545,068
$56,066,035 $48,815,107
$55,577,245 $47,253,445
$55,150,455 $45,826,655
$54,779,665 $44,514,346
$54,459,875 $43,299,766
$54,186,085 $42,167,336
$53,954,295 $41,104,688

0 2022 2024

fits

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