In the era of digital economy, the opening of public data holds significant importance as a pivotal means to maximize the utilization of data elements and enhance the quality of urban employment. Leveraging urban-level data spanning from 2011 to 2021 in China, this study employs a Multi-period DID method to systematically investigate the mechanisms underlying the impact of public data openness on urban employment quality.The empirical findings reveal that the openness of public data markedly elevates the quality of urban employment. Notably, these results persist even after rigorous robustness and endogeneity tests, ensuring the reliability and validity of our conclusions.A deeper analysis further unveils that the opening of public data enhances urban employment quality through various mechanisms, including increased urban innovation investment, advancements in digital finance, and the upgrading of industrial structures. Additionally, heterogeneity tests demonstrate that the impact of public data openness policies is particularly pronounced in coastal regions and larger cities, highlighting the differential effects across geographical and urban scales.The insights gained from this study offer crucial policy implications for accelerating the opening of public data and enhancing the quality of urban employment, ultimately contributing to the high-quality economic development of our cities and nations.
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http://dx.doi.org/10.1016/j.heliyon.2024.e40943 | DOI Listing |
J Med Internet Res
January 2025
Department of Anesthesiology, Daping Hospital, Army Medical University, Chongqing, China.
Background: Recent research has revealed the potential value of machine learning (ML) models in improving prognostic prediction for patients with trauma. ML can enhance predictions and identify which factors contribute the most to posttraumatic mortality. However, no studies have explored the risk factors, complications, and risk prediction of preoperative and postoperative traumatic coagulopathy (PPTIC) in patients with trauma.
View Article and Find Full Text PDFUrogynecology (Phila)
February 2025
Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI.
Importance: Women who identify as Black or African American are underrepresented in research about pelvic floor disorders.
Objectives: The objectives of this study were to describe the prevalence of and factors associated with urinary incontinence (UI) and UI care-seeking among adult women in a Wisconsin household survey.
Study Design: This was a cross-sectional analysis of data collected by the Survey of the Health of Wisconsin (SHOW).
J Med Microbiol
January 2025
NIHR Health Protection Research Unit in Gastrointestinal Infections, University of Liverpool, Liverpool, UK.
Diarrhoeagenic (DEC) pathotypes are defined by genes located on mobile genetic elements, and more than one definitive pathogenicity gene may be present in the same strain. In August 2022, UK Health Security Agency (UKHSA) surveillance systems detected an outbreak of hybrid Shiga toxin-producing /enterotoxigenic (STEC-ETEC) serotype O101:H33 harbouring both Shiga toxin () and heat-stable toxin (). These hybrid strains of DEC are a public health concern, as they are often associated with enhanced pathogenicity.
View Article and Find Full Text PDFEnviron Sci Process Impacts
January 2025
Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan, 450001, PR China.
: several adverse effects of ozone (O) and nitrogen dioxide (NO) are assessed using combined oxidant capacity (O) and redox-weighted oxidant capacity (Owtx) as surrogates. However, the associations of oxidant capacity (O and Owtx) with platelet-based inflammatory indicators and the potential modifying role of physical activity (PA) remain unclear. : 31 318 participants were selected from the baseline survey of the Henan Rural Cohort Study.
View Article and Find Full Text PDFJAMA Netw Open
January 2025
University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, Ohio.
Importance: A substantial number of individuals worldwide experience long COVID, or post-COVID condition. Other postviral and autoimmune conditions have a female predominance, but whether the same is true for long COVID, especially within different subgroups, is uncertain.
Objective: To evaluate sex differences in the risk of developing long COVID among adults with SARS-CoV-2 infection.
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