From Occupational Exposure to Personalised Healthcare: Risk Assessment, Prevention and Patient Management

A special issue of Healthcare (ISSN 2227-9032).

Deadline for manuscript submissions: closed (30 April 2026) | Viewed by 1941

Editors


E-Mail Website
Guest Editor
Occupational Diseases Department, Medicine Faculty, “Carol Davila” University of Medicine and Pharmacy, 8 Eroii Sanitari Blvd., 050474 Bucharest, Romania
Interests: occupational diseases; lung function; respiratory physiology
Special Issues, Collections and Topics in MDPI journals

E-Mail Website
Guest Editor Assistant
Discipline of Occupational Health, “Victor Babeş” University of Medicine and Pharmacy, 2 Eftimie Murgu Square, 300041 Timisoara, Romania
Interests: pneumoconises; ergonomics; occupational cancers; occupational emergent risk factors

Special Issue Information

Dear Colleagues,

This Special Issue will focus on occupational health and diseases, with particular attention to new and better-adapted solutions addressing the needs of workers exposed to occupational hazards. For the purposes of this Issue, occupational health will be considered in a broader sense. Therefore, any scientific contribution aimed at promoting employee well-being in the workplace or preventing work-related diseases and injuries will be evaluated.

The scope also includes workplace risk assessment, novel approaches to screening and monitoring for both occupational and non-occupational diseases within occupational medicine, and interventions designed to maintain fitness for work. Vulnerable populations—such as adolescents, the elderly, pregnant individuals, and people with chronic conditions—are of particular interest. Personalised solutions are often developed for these groups, and sharing this knowledge can help enhance the efficacy and efficiency of healthcare practices.

Regarding occupational diseases, this Special Issue welcomes contributions on innovative biomarkers for diagnosis, strategies for health monitoring after the end of occupational exposure (e.g., to carcinogens or mineral dusts), and research on emerging occupational hazards. These include, but are not limited to, digitalisation, psychosocial risks, exposure to nanoparticles, climate change, biological risks and electromagnetic fields.

Dr. Marina Ruxandra Otelea
Guest Editor

Dr. Florina Georgeta Popescu
Guest Editor Assistant

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 250 words) can be sent to the Editorial Office for assessment.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-anonymized peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Healthcare is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2700 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • emergent risk factors
  • ergonomics
  • occupational diseases
  • occupational cancers
  • pneumoconiosis
  • biomarkers
  • muscular-skeletal disorders
  • occupational poisoning
  • AI
  • nanoparticles

Benefits of Publishing in a Special Issue

  • Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
  • Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
  • Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
  • External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
  • Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.

Further information on MDPI's Special Issue policies can be found here.

Published Papers (2 papers)

Order results
Result details
Select all
Export citation of selected articles as:

Research

19 pages, 1004 KB  
Article
Radiation Safety Knowledge, Perceptions, and Self-Reported Practices Among Healthcare Workers in Radiology and Nuclear Medicine: A Cross-Sectional Survey
by Eda Kaya Pepele and Serdar Deniz
Healthcare 2026, 14(15), 2370; https://doi.org/10.3390/healthcare14152370 - 3 Aug 2026
Viewed by 262
Abstract
Background/Objectives: This study aimed to evaluate radiation safety knowledge, perceptions, and self-reported protective practices among healthcare workers (HCWs) working in radiology and nuclear medicine departments, with particular attention to occupational dose limits, radiation protection principles, dosimetry, and personal protective equipment use. Methods [...] Read more.
Background/Objectives: This study aimed to evaluate radiation safety knowledge, perceptions, and self-reported protective practices among healthcare workers (HCWs) working in radiology and nuclear medicine departments, with particular attention to occupational dose limits, radiation protection principles, dosimetry, and personal protective equipment use. Methods: A cross-sectional survey was conducted among 138 HCWs (25 specialist doctors, 101 technicians, 9 nurses and 3 radiophysicists) in radiology and nuclear medicine departments from May to June 2024. Data were collected using a structured 31-item survey assessing sociodemographic characteristics, perceived radiation exposure risk, knowledge of radiation protection principles and occupational dose limits, dosimeter use, personal protective equipment use, and awareness of institutional radiation safety procedures. The total knowledge score was calculated by summing correct responses to knowledge items (range: 0–10) and analyzed as a continuous outcome using multivariable linear regression with HC3 robust standard error. Because of the small and uneven distribution of some subgroups, item-level subgroup comparisons were interpreted descriptively and cautiously. Results: Although most HCWs reported receiving radiation safety information through formal education or institutional training, important knowledge and self-reported practice gaps remained. While 96.4% perceived themselves to be at high risk of radiation exposure, 61.6% reported not using any PPE in routine practice and 21.0% reported not using a dosimeter. Only 13.8% correctly identified the 5-year average permissible occupational dose, whereas 32.6% correctly identified the annual maximum dose limit. Knowledge of ionizing-radiation methods was higher among postgraduates than undergraduates (100% vs. 27.5%, p < 0.001) and among nuclear medicine staff than radiology staff (100% vs. 37.8%, p < 0.001). Knowledge of all three basic radiation protection methods was also higher among postgraduates than undergraduates (100% vs. 15.6%, p < 0.001). Because some subgroup distributions were small and uneven, these item-level subgroup findings should be interpreted descriptively and with appropriate caution. In multivariable linear regression with HC3 robust standard errors, technicians (B = −3.09, 95% CI = −3.52 to −2.67, p < 0.001) and nurses (B = −3.84, 95% CI = −5.26 to −2.43, p < 0.001) had lower total knowledge scores than specialist doctors. Nuclear medicine was associated with a higher total score than radiology (B = 2.33, 95% CI = 0.81 to 3.85, p = 0.003), whereas >3 years of work experience was associated with a lower score than ≤3 years (B = −1.53, 95% CI = −2.40 to −0.66, p = 0.001). When postgraduate education was evaluated instead of professional role because of collinearity, postgraduate education was associated with a higher total knowledge score. Because of the cross-sectional design, these associations should not be interpreted as causal. The internal consistency of the knowledge subscale was minimally acceptable (Cronbach’s alpha = 0.694). Conclusions: Significant gaps and variations were observed in radiation safety knowledge and self-reported practices among HCWs. These patterns differed according to educational level, professional role, departmental affiliation, and experience; however, they should be interpreted in light of the cross-sectional design and the small and uneven distribution of some subgroups. These findings identify potential areas for future institutional quality-improvement efforts, including targeted education programs and review of radiation safety policies, whose effectiveness should be evaluated in future studies. Full article
Show Figures

Figure 1

14 pages, 441 KB  
Article
Neglected Occupational Risk Factors—A Contributor to Diagnostic Delays in Lung Cancer
by Cristina Mandanach, Andreea Maftei, Ocxana Maria Țocan, Claudia Lucia Toma and Marina Ruxandra Oțelea
Healthcare 2026, 14(1), 106; https://doi.org/10.3390/healthcare14010106 - 1 Jan 2026
Viewed by 1132
Abstract
Introduction: For lung cancer, the total interval time to diagnosis (TITD) is very important. If not detected by the screening program, the actual guidelines emphasize the need for a short delay to assure the initiation of treatment before 2 months from the initial [...] Read more.
Introduction: For lung cancer, the total interval time to diagnosis (TITD) is very important. If not detected by the screening program, the actual guidelines emphasize the need for a short delay to assure the initiation of treatment before 2 months from the initial symptoms. In order to shorten TITD, the individual risk has to be properly assessed by the primary physician. Objective: The assessment of the influence of the occupational exposure on the diagnostic delay—from the onset of symptoms to confirmed diagnosis—in a population of patients with lung cancer. Material and methods: A total of 110 cases were recruited and were divided into two groups based on the individual assessment by an occupational physician. Results: There were 38 cases (34.55%) at high risk according to their occupational exposure and 72 controls. On average, the TITD was 3.41 +/−5.12 months. The TITD was significantly longer in the high-risk group (p = 0.03). A larger proportion cases had longer TITD: 55.17% of cases vs. 44.83% of controls (p = 0.006). In a multivariate analysis including covariates’ age, sex, level of education, health literacy, number of packs-years, family history of cancer, and previous lung diseases associated with a high risk of lung cancer, the highest risk derived from the previous occupational exposure was the only variable statistically associated with TITD (OR = 10.57, 2.06–54.34, p = 0.01). Discussion: Awareness about the occupational risk in workers who are or have been exposed and in health providers could reduce the total interval time to diagnosis. Full article
Show Figures

Figure 1

Back to TopTop