Modeling and scientific analysis of pediatric medication evaluation based on MDM-DEA-Malmquist model: construction of health management in pediatrics in developing countries
Abstract Background The developing countries represented by China have huge population potential and child population. However, due to economic and social development constraints, pediatrics need help regarding resources and technology. The level of pediatric medical care remains inadequate. Methods...
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| Format: | Article |
| Language: | English |
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BMC
2025-02-01
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| Series: | Italian Journal of Pediatrics |
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| Online Access: | https://doi.org/10.1186/s13052-025-01893-0 |
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| author | Kaixian Fang Shaoqin Xue |
| author_facet | Kaixian Fang Shaoqin Xue |
| author_sort | Kaixian Fang |
| collection | DOAJ |
| description | Abstract Background The developing countries represented by China have huge population potential and child population. However, due to economic and social development constraints, pediatrics need help regarding resources and technology. The level of pediatric medical care remains inadequate. Methods This article constructs an MDM matrix framework for the pediatric medical nursing level. Combining the lean model theory, the key indicators of children's medical care are analyzed. Thus, it helps medical institutions scientifically evaluate and guide pediatric nursing. Based on the linkage extension of the MDM model and the DEA-Malmquist model, an evaluation system was established to reflect the current situation of pediatric drug use in China. The study used provincial indicator data on pediatric medication in China from 2015 to 2021. Results We found that indicators such as physician literacy, health records, child status, and parental awareness were the most important under different medication cycles and goals. The importance of pre-administration evaluation was as high as 53.5%, and the importance of post-administration evaluation was only 13.7%. The efficacy of pediatric medication in developed provinces was significantly optimized. The input–output structure of pediatric medication in superior provinces was consistent with the feedback sequence of the MDM matrix. Conclusions This indicates that the evaluation results of the MDM matrix have guiding significance for optimizing pediatric medication efficacy. This paper aims to help developing countries establish an optimized pediatric medication evaluation system and improve the pediatric healthcare environment. |
| format | Article |
| id | doaj-art-75fc6726985b42a3914364edba357fce |
| institution | Kabale University |
| issn | 1824-7288 |
| language | English |
| publishDate | 2025-02-01 |
| publisher | BMC |
| record_format | Article |
| series | Italian Journal of Pediatrics |
| spelling | doaj-art-75fc6726985b42a3914364edba357fce2025-02-09T12:48:05ZengBMCItalian Journal of Pediatrics1824-72882025-02-0151111810.1186/s13052-025-01893-0Modeling and scientific analysis of pediatric medication evaluation based on MDM-DEA-Malmquist model: construction of health management in pediatrics in developing countriesKaixian Fang0Shaoqin Xue1Huzhou Maternity & Child Health Care HospitalHuzhou Maternity & Child Health Care HospitalAbstract Background The developing countries represented by China have huge population potential and child population. However, due to economic and social development constraints, pediatrics need help regarding resources and technology. The level of pediatric medical care remains inadequate. Methods This article constructs an MDM matrix framework for the pediatric medical nursing level. Combining the lean model theory, the key indicators of children's medical care are analyzed. Thus, it helps medical institutions scientifically evaluate and guide pediatric nursing. Based on the linkage extension of the MDM model and the DEA-Malmquist model, an evaluation system was established to reflect the current situation of pediatric drug use in China. The study used provincial indicator data on pediatric medication in China from 2015 to 2021. Results We found that indicators such as physician literacy, health records, child status, and parental awareness were the most important under different medication cycles and goals. The importance of pre-administration evaluation was as high as 53.5%, and the importance of post-administration evaluation was only 13.7%. The efficacy of pediatric medication in developed provinces was significantly optimized. The input–output structure of pediatric medication in superior provinces was consistent with the feedback sequence of the MDM matrix. Conclusions This indicates that the evaluation results of the MDM matrix have guiding significance for optimizing pediatric medication efficacy. This paper aims to help developing countries establish an optimized pediatric medication evaluation system and improve the pediatric healthcare environment.https://doi.org/10.1186/s13052-025-01893-0Pediatric MedicationMDM MatrixLean ModelAssessmentDEA-MalmquistHealth Management |
| spellingShingle | Kaixian Fang Shaoqin Xue Modeling and scientific analysis of pediatric medication evaluation based on MDM-DEA-Malmquist model: construction of health management in pediatrics in developing countries Italian Journal of Pediatrics Pediatric Medication MDM Matrix Lean Model Assessment DEA-Malmquist Health Management |
| title | Modeling and scientific analysis of pediatric medication evaluation based on MDM-DEA-Malmquist model: construction of health management in pediatrics in developing countries |
| title_full | Modeling and scientific analysis of pediatric medication evaluation based on MDM-DEA-Malmquist model: construction of health management in pediatrics in developing countries |
| title_fullStr | Modeling and scientific analysis of pediatric medication evaluation based on MDM-DEA-Malmquist model: construction of health management in pediatrics in developing countries |
| title_full_unstemmed | Modeling and scientific analysis of pediatric medication evaluation based on MDM-DEA-Malmquist model: construction of health management in pediatrics in developing countries |
| title_short | Modeling and scientific analysis of pediatric medication evaluation based on MDM-DEA-Malmquist model: construction of health management in pediatrics in developing countries |
| title_sort | modeling and scientific analysis of pediatric medication evaluation based on mdm dea malmquist model construction of health management in pediatrics in developing countries |
| topic | Pediatric Medication MDM Matrix Lean Model Assessment DEA-Malmquist Health Management |
| url | https://doi.org/10.1186/s13052-025-01893-0 |
| work_keys_str_mv | AT kaixianfang modelingandscientificanalysisofpediatricmedicationevaluationbasedonmdmdeamalmquistmodelconstructionofhealthmanagementinpediatricsindevelopingcountries AT shaoqinxue modelingandscientificanalysisofpediatricmedicationevaluationbasedonmdmdeamalmquistmodelconstructionofhealthmanagementinpediatricsindevelopingcountries |