Research Snappy
  • Market Research Forum
  • Investment Research
  • Consumer Research
  • More
    • Advertising Research
    • Healthcare Research
    • Data Analysis
    • Top Companies
    • Latest News
No Result
View All Result
Research Snappy
No Result
View All Result

Research on Diagnosis-Related Group Grouping of Inpatient Medical Expenditure in Colorectal Cancer Patients Based on a Decision Tree Model

researchsnappy by researchsnappy
July 2, 2020
in Healthcare Research
0
Short-term PsychoEducation for Carers To Reduce Over Medication of people with intellectual disabilities (SPECTROM): study protocol.
400
SHARES
2.4k
VIEWS
Share on FacebookShare on Twitter

Background: In 2018, the diagnosis-related groups prospective payment system (DRGs-PPS) was introduced in a trial operation in Beijing according to the requirements of medical and health reform. The implementation of the system requires that more than 300 disease types pay through the DRGs-PPS for medical insurance. Colorectal cancer (CRC), as a common malignant tumor with high prevalence in recent years, was among the 300 disease types.

Aim: To investigate the composition and factors related to inpatient medical expenditure in CRC patients based on disease DRGs, and to provide a basis for the rational economic control of hospitalization expenses for the diagnosis and treatment of CRC.

Methods: The basic material and cost data for 1026 CRC inpatients in a Grade-A tertiary hospital in Beijing during 2014-2018 were collected using the medical record system. A variance analysis of the composition of medical expenditure was carried out, and a multivariate linear regression model was used to select influencing factors with the greatest statistical significance. A decision tree model based on the exhaustive χ 2 automatic interaction detector (E-CHAID) algorithm for DRG grouping was built by setting chosen factors as separation nodes, and the payment standard of each diagnostic group and upper limit cost were calculated. The correctness and rationality of the data were re-evaluated and verified by clinical practice.

Results: The average hospital stay of the 1026 CRC patients investigated was 18.5 d, and the average hospitalization cost was 57872.4 RMB yuan. Factors including age, gender, length of hospital stay, diagnosis and treatment, as well as clinical operations had significant influence on inpatient expenditure (P < 0.05). By adopting age, diagnosis, treatment, and surgery as the grouping nodes, a decision tree model based on the E-CHAID algorithm was established, and the CRC patients were divided into 12 DRG cost groups. Among these 12 groups, the number of patients aged ≤ 67 years, and underwent surgery and chemotherapy or radiotherapy was largest; while patients aged > 67 years, and underwent surgery and chemotherapy or radiotherapy had the highest medical cost. In addition, the standard cost and upper limit cost in the 12 groups were calculated and re-evaluated.

Conclusion: It is important to strengthen the control over the use of drugs and management of the hospitalization process, surgery, diagnosis and treatment to reduce the economic burden on patients. Tailored adjustments to medical payment standards should be made according to the characteristics and treatment of disease types to improve the comprehensiveness and practicability of the DRGs-PPS.

Keywords: Colorectal cancer; Diagnosis-related groups; Health care cost; Length of stay.

Previous Post

Sensex Up 429 Points, Nifty Tops 10,550 Level Led by Auto and IT Stocks Rally

Next Post

Post COVID 19 Pandemic Global Insulated Cable and Wire Market Research Report 2020 Top Players Include, Nexans, Ari Industries, KME, Raychem HTS LLC, Sumitomo

Next Post
Post COVID 19 Pandemic Global Insulated Cable and Wire Market Research Report 2020 Top Players Include, Nexans, Ari Industries, KME, Raychem HTS LLC, Sumitomo

Post COVID 19 Pandemic Global Insulated Cable and Wire Market Research Report 2020 Top Players Include, Nexans, Ari Industries, KME, Raychem HTS LLC, Sumitomo

Research Snappy

Category

  • Advertising Research
  • Consumer Research
  • Data Analysis
  • Healthcare Research
  • Investment Research
  • News
  • Top Company News

HPIN International Financial Platform Becomes a New Benchmark for India’s Digital Economy

Top 10 Market Research Companies in the world

3 Best Market Research Certifications in High Demand

  • Privacy Policy
  • Terms of Use
  • Antispam
  • DMCA
  • Contact Us

© 2025 researchsnappy.com

No Result
View All Result
  • Market Research Forum
  • Investment Research
  • Consumer Research
  • More
    • Advertising Research
    • Healthcare Research
    • Data Analysis
    • Top Companies
    • Latest News

© 2025 researchsnappy.com