Leveraging Administrative Health Databases to Address Health Challenges in Farming Populations: Scoping Review and Bibliometric Analysis (1975-2024)

被引:1
|
作者
Petit, Pascal [1 ]
Vuillerme, Nicolas [1 ,2 ]
机构
[1] Univ Grenoble Alpes, Lab AGEIS, Batiment Jean Roget,UFR Med Domaine Merci, F-38706 La Tronche, France
[2] Inst Univ France, Paris, France
来源
JMIR PUBLIC HEALTH AND SURVEILLANCE | 2025年 / 11卷
关键词
farming population; digital public health; digital epidemiology; administrative health database; farming exposome; review; bibliometric analysis; data reuse; INFLAMMATORY-BOWEL-DISEASE; OCCUPATIONAL RISK-FACTORS; JOB-EXPOSURE MATRICES; PROSTATE-CANCER RISK; BIG DATA; PESTICIDE USE; AGRICULTURAL HEALTH; PARKINSONS-DISEASE; MULTIPLE-SCLEROSIS; SYSTEMATIC REVIEWS;
D O I
10.2196/62939
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Although agricultural health has gained importance, to date, much of the existing research relies on traditional epidemiological approaches that often face limitations related to sample size, geographic scope, temporal coverage, and the range of health events examined. To address these challenges, a complementary approach involves leveraging and reusing data beyond its original purpose. Administrative health databases (AHDs) are increasingly reused in population-based research and digital public health, especially for populations such as farmers, who face distinct environmental risks. Objective: We aimed to explore the reuse of AHDs in addressing health issues within farming populations by summarizing the current landscape of AHD-based research and identifying key areas of interest, research gaps, and unmet needs. Methods: We conducted a scoping review and bibliometricanalysis using PubMed and Web of Science. Building upon previous reviews of AHD-based public health research, we conducted a comprehensive literature search using 72 terms related to the farming population and AHDs. To identify research hot spots, directions, and gaps, we used keyword frequency, co-occurrence, and thematic mapping. We also explored the bibliometric profile of the farming exposome by mapping keyword co-occurrences between environmental factors and health outcomes. Results: Between 1975 and April 2024, 296 publications across 118journals, predominantly from high-income countries, were identified. Nearly one-third of these publications were associated with well-established cohorts, such as Agriculture and Cancer and Agricultural Health Study. The most frequently used AHDs included disease registers (158/296, 53.4%), electronic health records (124/296, 41.9%), insurance claims (106/296, 35.8%), population registers (95/296, 32.1%), and hospital discharge databases (41/296, 13.9%). Fifty (16.9%) of 296 studies involved >1 million participants. Although a broad range of exposure proxies were used, most studies (254/296, 85.8%) relied on broad proxies, which failed to capture the specifics of farming tasks. Research on thefarming exposome remains underexplored, with a predominant focus on the specific external exposome, particularly pesticide exposure. A limited range of health events have been examined, primarily cancer, mortality, and injuries. Conclusions:The increasing use of AHDs holds major potential to advance public health research within farming populations. However, substantial research gaps persist, particularly in low-income regions and among underrepresented farming subgroups, such as women, children, and contingent workers. Emerging issues, including exposure to per- and polyfluoroalkyl substances, biological agents, microbiome, microplastics, and climate change, warrant further research. Major gaps also persist in understanding various health conditions, including cardiovascular, reproductive, ocular, sleep-related, age-related, and autoimmune diseases. Addressing these overlooked areas is essential for comprehending the health risks faced by farming communities and guiding public health policies. Within this context, promoting AHD-based research, in conjunction with other digital data sources (eg, mobile health, social health data, and wearables) and artificial intelligence approaches, represents a promising avenue for future exploration.
引用
收藏
页数:43
相关论文
共 29 条
  • [21] Addressing Challenges When Applying GRADE to Public Health Guidelines: A Scoping Review Protocol and Pilot Analysis
    Kantorova, Lucia
    Friessova, Tereza
    Slezakova, Simona
    Langaufova, Alena
    Kantor, Jiri
    Munn, Zachary
    Barker, Timothy Hugh
    Katikireddi, Srinivasa Vittal
    Mustafa, Reem A.
    Zuljevic, Marija Franka
    Lukezic, Marina
    Klugarova, Jitka
    Riad, Abanoub
    Vrbova, Tereza
    Pokorna, Andrea
    Burilova, Petra
    Buril, Jiri
    Kirkovski, Aleksandar
    Cacic, Nensi
    Delac, Ljerka
    Tokalic, Ruzica
    Pericic, Tina Poklepovic
    Klugar, Miloslav
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (02)
  • [23] Comparative safety of TNF-alpha inhibitors in patients with rheumatoid arthritis in administrative health databases: A systematic review and meta-analysis
    Santos, Djanilson Barbosa
    Castro, Caroline T.
    Carreiro, Roberto
    Rodrigues, Daniella C.
    Barreto, Mauricio
    Silva, Wania C.
    Albuquerque, Flavia
    Brandao, Celmario
    Queiroz, Mariana
    Azevedo, Jesse
    Andrade, Wenderson
    Barros, Sandra
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2021, 30 : 414 - 415
  • [24] Secondary analysis of a scoping review of health promotion interventions for persons with disabilities: Do health promotion interventions for people with mobility impairments address secondary condition reduction and increased community participation?
    White, Glen W.
    Gonda, Chiaki
    Peterson, Jana J.
    Drum, Charles E.
    DISABILITY AND HEALTH JOURNAL, 2011, 4 (02) : 129 - 139
  • [25] Application of e-Health tools in the assessment of inhalation therapy adherence in patients with chronic obstructive pulmonary disease: Scoping review coupled with bibliometric analysis
    Xu, Haibo
    Jiang, Xiaoke
    Zeng, Qiuxuan
    Li, Ronghua
    RESPIRATORY MEDICINE, 2025, 236
  • [26] Localisation of digital health tools used by displaced populations in low and middle-income settings: a scoping review and critical analysis of the Participation Revolution
    Benson, Jennifer
    Brand, Tilman
    Christianson, Lara
    Lakeberg, Meret
    CONFLICT AND HEALTH, 2023, 17 (01)
  • [27] Health and well-being of older populations affected by humanitarian crises in low- and middle-income countries: a scoping review of peer-reviewed literature (vol 18, 73, 2024)
    Al Omari, Sarah
    Mccall, Stephen J.
    Hneiny, Layal
    Sibai, Abla Mehio
    CONFLICT AND HEALTH, 2025, 19 (01):
  • [28] PRIORITIES FOR VECTOR-BORNE DISEASE RESEARCH UNDER A PLANETARY HEALTH FRAMEWORK: A SCOPING REVIEW AND BIBLIOMETRIC ANALYSIS OF CLIMATE CHANGE AND AEDES-VECTORED DISEASES IN AUSTRALIA AND INDOPACIFIC REGION
    Onyango, Esther Achieng
    Mackey, Brendan
    McCallum, Hamish
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2021, 105 (05): : 28 - 28
  • [29] Impact of Ebola and COVID-19 on maternal, neonatal, and child health care among populations affected by conflicts: a scoping review exploring demand and supply-side barriers and solutions (vol 18, 12, 2024)
    Shafiq, Yasir
    Rubini, Elena
    Fazal, Zoha Zahid
    Bukhari, Muhammad Murtaza
    Zakaria, Maheen
    Zeeshan, Noor ul Huda
    Muhammad, Ameer
    Ragazzoni, Luca
    Barone-Adesi, Francesco
    Valente, Martina
    CONFLICT AND HEALTH, 2024, 18 (01)