Can the digital economy foster advancements in the healthcare sector? — a case study using interprovincial data from China

BMC Public Health, Journal Year: 2025, Volume and Issue: 25(1)

Published: Jan. 17, 2025

As China's "Internet + Health" initiative advances, the digital economy significantly influences quality of medical and health services. However, there is a research gap concerning economy's specific impacts, mechanisms, marginal effects on these This impedes comprehensive understanding potential in healthcare. study aims to clarify impact mechanisms services levels, offering scientific foundation for more targeted effective policy formulation, thereby fostering sustainable development Utilizing panel data from 31 provinces (2011-2020), this paper employs Spatial Durbin Model analyze spatial healthcare service levels. To ensure analysis accuracy robustness, refines weight matrix addresses model endogeneity using Generalized Two-Stage Least Squares method. Additionally, it examines regional disparities through SDM explores intermediary threshold mediation effect model. Findings indicate that positively affects both local neighboring regions, with variations across areas. The eastern region particularly benefits enhancement while central western regions see less impact. enhances by improving resource levels promoting their coordinated development. positive moderated region's economic pronounced impacts higher plays crucial role services, its full beneficial industry's advancement sustainability. Nonetheless, addressing uneven essential equitable all

Language: Английский

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Study on the dynamic coupled coordination and influencing factors of the digital economy, energy and human habitat in Western China

Sustainability Accounting Management and Policy Journal, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 9, 2025

Purpose This study aims to explore the spatio-temporal dynamic characteristics and influencing factors of coordination degree three systems digital economy, energy human habitat in Western China provide academic research support for promoting coordinated sustainable development similar regions world. Design/methodology/approach Based on system theory theory, this primarily uses coupled model assess between systems. Findings The findings indicate that: systems’ overall is low. distribution has spatial differences its coefficient variation small. probability type changing better greater than that opposite, neighboring provinces interact with one another. old-age dependence ratio, resident population’s urbanization rate public budget expenditure have strongest gray association coordination. Practical implications study’s will be valuable policymakers developing policies promote growth region’s habitat. Additionally, aid facilitating regional exchanges cooperation enhance level development. Social contribute increased social interest coordinating Originality/value examines within same framework investigates spillover effects using Markov chains.

Language: Английский

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Advances in the application of human-machine collaboration in healthcare: insights from China

Frontiers in Public Health, Journal Year: 2025, Volume and Issue: 13

Published: Feb. 5, 2025

In the context of technological revolution and digital intelligence era, contradiction between rising incidence diseases uneven distribution quality medical resources is highlighted, diagnosis prevention diseases, prognosis management are particularly important in current society aging population. “Human–machine collaboration” based on an intelligent algorithmic system that utilizes complementary strengths humans machines for data exchange, task allocation, decision making collaborative work to provide more support. The traditional healthcare model highly dependent unified hospitals, which further increases burden often makes it difficult formulate implement personalized precise rehabilitation programs patients, seriously affects their life, risk re-admission hospitals. view this, human-computer collaboration, innovation-driven technology, a groundbreaking solution outstanding issues today. We use subject words OR “Human-Computer Interaction” “HCI” AND “chronic disease” “Health management” ”Precision medicine “were searched CNKI, Wanfang Data, VIP, CBM, PubMed, Web science, Embase, Cochrane Library other Chinese English databases identify all relevant studies compare results, finally include 68 literature articles, we identified broad application HCI five main areas: disease screening treatment, health management, education, medicine, integration processing data. aim review concept its global environments, challenges faces, with continually driving innovation models, optimizing allocation resources, providing new paradigms development innovative technologies healthcare.

Language: Английский

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Implications of Digitalization on Public Health Sector Across Countries

Advances in medical technologies and clinical practice book series, Journal Year: 2024, Volume and Issue: unknown, P. 359 - 394

Published: Nov. 22, 2024

This study assesses the influence of digitalization on public health sector across 52 countries. For above-mentioned investigation, it creates a digital infrastructure index (DII) which is used to observe progress these countries in digitalization. Public (PHI) also created for selected during 2010 – 2022. Further, estimated values PHI are considered explore relative health. The Karl-Pearson correlation coefficient analysis adopted association and with other macro indicators. It examines as including specific control variables regression analysis. found positive causal among mentioned indexes. global cannot improve their without adopting empirical results helpful using digitalization, improving

Language: Английский

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Survey and analysis on the resource situation of primary health care institutions in rural China

Frontiers in Public Health, Journal Year: 2024, Volume and Issue: 12

Published: June 11, 2024

China's rural population is immense, and to ensure the well-being of residents through healthcare services, it essential analyze resources grassroots institutions in China. The objective examine discrepancies deficiencies between national average, providing a basis for future improvements supplementation resources.

Language: Английский

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Digital economy and the medical and health service supply in China

Frontiers in Public Health, Journal Year: 2024, Volume and Issue: 12

Published: Sept. 4, 2024

The impact of the digital economy on healthcare sector is becoming increasingly profound. This article focuses relationship between development China's and medical health services supply. Based panel data from 30 provinces in China 2012 to 2021, CRITIC weight method was applied measure supply capacity level development, kernel density estimation Dagum Gini coefficient used characterize evolutionary trends regional differences. Additionally, a two-way fixed-effects model adopted investigate results show that both have been increasing continuously terms trends. From perspective differences, compared services, differences are more significant. intra-regional greater than inter-regional while exhibits opposite trend. findings this paper provide supports for enhance improve service.

Language: Английский

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Digital Transformation: A Challenge for the Romanian Health System

Systems, Journal Year: 2024, Volume and Issue: 12(9), P. 366 - 366

Published: Sept. 14, 2024

This study analyzes the current status of digitalization Romanian Health System (RHS). Data were collected from 135 active public and private health professionals using an online questionnaire with 102 items. The results analysis show that, if qualification level experience managers are high, seniority in management positions is essential factor adoption digital technologies, services increases efficiency quality medical services, success implementation technologies conditioned by harmonization a variety factors because there differences between sectors terms economic determined technologies. There also national worldwide levels, specific that positively influence managerial performance, innovation process level. Because service updated new they can ensure considering performance directly related to type implemented.

Language: Английский

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Potensi Kewirausahaan Bidang Keperawatan dalam Pembangunan Inklusif di Indonesia

Bappenas Working Papers, Journal Year: 2024, Volume and Issue: 7(3), P. 308 - 324

Published: Nov. 29, 2024

Perubahan demografi Indonesia yang memasuki populasi menua dan melihat faktor kerentanan penduduk seperti proporsi penyandang disabilitas, perempuan anak akan berimplikasi pada adaptasi kebutuhan sektor barang jasa. Sementara itu, semakin tinggi peran jasa menjadi identitas kemajuan ekonomi suatu bangsa. Ekonomi keperawatan masuk dalam usaha kesehatan aktivitas sosial, dimana pelaku usahanya masih sangat rendah baik di skala mikro kecil maupun besar menengah, begitu pula dengan sumbangan ke PDB tahun 2023 hanya sebesar 1,26 persen. Metode grounded theory digunakan untuk menghubungkan data kuantitatif mengenai pengembangan kewirausahaan bidang teori atau literatur terkait, bertujuan menghasilkan analisis penentuan strategi kebijakan Hasil simulasi disabilitas lanjut usia rumah tangga berpengaruh terhadap turunnya produktivitas karena bertugas sebagai pemberi rawat bagi keluarganya. Selain digitalisasi penting mendukung akselerasi potensi ini. Untuk direkomendasikan adanya restrukturisasi program dari sisi investasi pembiayaan menyasar jasa, mekanisme kelembagaan oleh pemerintah komunitas swasta, hingga implementasi teknologi manajemen pengelolaan berbasis perawatan jangka panjang.

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