Application of artificial intelligence to the public health education DOI Creative Commons

Xueyan Wang,

Xiujing He, Jiawei Wei

и другие.

Frontiers in Public Health, Год журнала: 2023, Номер 10

Опубликована: Янв. 10, 2023

With the global outbreak of coronavirus disease 2019 (COVID-19), public health has received unprecedented attention. The cultivation emergency and compound professionals is general trend through education. However, current education limited to traditional teaching models that struggle balance theory practice. Fortunately, development artificial intelligence (AI) entered stage intelligent cognition. introduction AI in opened a new era computer-assisted education, which brought possibilities for learning AI-based on big data not only provides abundant resources research management but also brings convenience students obtain information, conducive construction introductory professional courses students. In this review, we elaborated status limitations summarized application practice, further proposed framework how integrate into curriculum. rapid technological advancements, believe will revolutionize paradigm help respond emergencies.

Язык: Английский

Quiet quitting: A significant risk for global healthcare DOI Creative Commons
Yasemin Boy, Mahmut Sürmeli

Journal of Global Health, Год журнала: 2023, Номер 13

Опубликована: Март 30, 2023

Язык: Английский

Процитировано

55

The Future of Healthcare and Patient-Centric Care DOI
Shaik Aminabee

Advances in healthcare information systems and administration book series, Год журнала: 2024, Номер unknown, С. 240 - 262

Опубликована: Фев. 14, 2024

The future of healthcare is a dynamic landscape characterized by rapid advancements, evolving patient needs, and transformative technologies. This chapter explores key trends predictions shaping the industry. It covers integration AI, telemedicine, genomics, empowerment. These shifts promise ecosystem that more efficient, accessible, personalized than ever before. However, they also present challenges, including data privacy, ethical considerations, equitable access. Navigating this will require thoughtful balance innovation practice, ensuring benefits all segments society. aims to equip stakeholders with insights strategies navigate complex landscape, advocating for prioritizes patient-centricity while embracing technological progress in way inclusive beneficial all.

Язык: Английский

Процитировано

47

Nurses quietly quit their job more often than other healthcare workers: An alarming issue for healthcare services DOI
Petros Galanis, Aglaia Katsiroumpa, Irène Vraka

и другие.

International Nursing Review, Год журнала: 2024, Номер 71(4), С. 850 - 859

Опубликована: Янв. 9, 2024

To assess the level of quiet quitting among healthcare workers (HCWs) and identify possible differences between nurses, physicians, other HCWs. We investigated impact sociodemographic variables, job burnout, satisfaction on levels.

Язык: Английский

Процитировано

27

Violence against healthcare professionals in intensive care units: a systematic review and meta-analysis of frequency, risk factors, interventions, and preventive measures DOI Creative Commons
Sebastian Berger, Pascale Grzonka,

Anja I. Frei

и другие.

Critical Care, Год журнала: 2024, Номер 28(1)

Опубликована: Фев. 26, 2024

Abstract Background To assess the frequency, risk factors, consequences, and prevention of violence against healthcare workers in intensive care units. Methods PubMed, Scopus, Google Scholar, EMBASE, Cochrane, Web Science were searched for studies on adult Risk patient characteristics, implications collected. Study quality, bias, level evidence assessed using established tools. Results Seventy-five with 139,533 from 32 countries included. The overall median frequency was 51% (IQR 37–75%). Up to 97% experienced verbal violence, up 82% victims physical violence. Meta-analysis revealed an average 31% (95% CI 22–41%) 57% 48–66%), 12% sexual 4–23%). Heterogeneity high according I 2 statistics. Patients most common perpetrators (median 56%), followed by visitors 22%). Twenty-two reported increased ratios 2.3 or odds 22.9 ICU compared other workers. factors experiencing included young age, less work experience, being a nurse. who exhibited violent behavior often male, older, physically impaired drugs. Violence underreported 80% cases associated higher burnout rates, anxiety, turnover intentions. Overall low. Conclusions Workplace is frequent units, potential serious consequences workers, calling heightened awareness, screening, preventive measures. should be further investigated. Systematic review registration : protocol this registered Prospero January 15, 2023 (ID CRD42023388449).

Язык: Английский

Процитировано

27

Depression, professional self-efficacy, and job performance as predictors of life satisfaction: the mediating role of work engagement in nurses DOI Creative Commons
Wilter C. Morales-García, María Asunción Vallejos, Liset Z. Sairitupa-Sanchez

и другие.

Frontiers in Public Health, Год журнала: 2024, Номер 12

Опубликована: Фев. 1, 2024

Background The life satisfaction and job performance of nursing professionals are affected by a multitude factors, including work engagement, self-efficacy, depression. Job Demands-Resources (JD-R) model provides theoretical framework to explore these relationships. Objective Our study aimed analyze the primary goal this research, which is examine mediating role engagement in relationship between depression, professional performance, their impact on nurses, using JD-R theory as guide. Methods This cross-sectional involved 579 participants aged 21 57 years ( M = 39, SD 9.95). Mediation analysis was used influence turn, its effect satisfaction. Results Findings indicated that plays crucial Interventions increase could assist nurses better managing depression improving Conclusions highlights need for workplace policies strategies foster self-efficacy among while effectively demands prevent Moreover, findings underscore importance understand improve nurses' suggest areas future exploring other potential factors applying across different contexts cultures.

Язык: Английский

Процитировано

17

Work engagement, resilience and turnover intentions among nurses: a mediation analysis DOI Creative Commons
Collins Atta Poku, Jonathan Bayuo,

Veronica Adwoa Agyare

и другие.

BMC Health Services Research, Год журнала: 2025, Номер 25(1)

Опубликована: Янв. 14, 2025

Healthcare organizations experience difficult challenges as a result of nursing staff turnover. This is because it not only interrupts continuity service but also its financial implications. The purpose the study was to find out effects work engagement on nurses' intentions leave their jobs while considering resilience mediating factor. used descriptive-analytical design using survey questionnaire nurses working in different healthcare settings. Utrecht Work Engagement Scale, Brief Resilience and Turnover Intention Scale were among validated scales that employed. hypothesized relations tested descriptive mediation analyses at significance <0.05. Though turnover intention (n = 3.83 ± 1.42) level 4.03 1.32) high, average 2.48, SD: 0.63). had negative association with (β - 0.5699, p < .0001), there significant between relationship -0.0367, .05). Disengaged are more likely jobs. Moreover, acts mechanism through which influences intentions. emphasizes need encourage lessen profession. Among factors can improve reduce include conducting regular assessments, fostering positive workplace cultures, employing flexible scheduling practices, offering resources for personal professional development.

Язык: Английский

Процитировано

3

The influence of job burnout on quiet quitting among nurses: the mediating effect of job satisfaction DOI Creative Commons
Petros Galanis, Aglaia Katsiroumpa, Irène Vraka

и другие.

Research Square (Research Square), Год журнала: 2023, Номер unknown

Опубликована: Июль 3, 2023

Abstract Introduction: Quiet quitting seems to be a new threat for healthcare workers and organizations. Individuals now tend stay at their jobs covering only the bare requirements. High levels of burnout among nurses especially after COVID-19 pandemic could further increase quiet quitting. Objective: To investigate impact nurses’ job on Moreover, we assessed mediating effect satisfaction relationship between Methods: We conducted cross-sectional study in Greece. collected data during June 2023. A convenience sample 946 was obtained. used “Quiet Quitting” Scale (QQS) measure within nurses, “Copenhagen Burnout Inventory” burnout, “Job Satisfaction Survey” (JSS) satisfaction. In mediation analysis, controlled effects demographic characteristics. Results: Mean score QQS 2.36, while JSS 101.23. Also, mean scores work-related personal client-related were 62.25, 64.53, 64.45 respectively. Job positive predictor (beta = 0.009, 95% confidence interval 0.007 0.012, p < 0.001), negative -0.004, -0.006 -0.003, 0.001). partially mediated (indirect 0.0035, 0.0021 0.0051, Conclusion: affected through It is essential reduce improve decrease level nurses. Effective measures should taken order thereby

Язык: Английский

Процитировано

33

Fixing the health workforce crisis in Europe: retention must be the priority DOI Open Access
Tomas Zapata, Natasha Azzopardi‐Muscat, Martin McKee

и другие.

BMJ, Год журнала: 2023, Номер unknown, С. p947 - p947

Опубликована: Апрель 26, 2023

Health and care workers in all parts of Europe are experiencing overwork, with high levels burnout.

Язык: Английский

Процитировано

25

Quiet Quitting among Nurses Increases Their Turnover Intention: Evidence from Greece in the Post-COVID-19 Era DOI Open Access
Petros Galanis, Ioannis Moisoglou, Μαρία Μαλλιαρού

и другие.

Healthcare, Год журнала: 2023, Номер 12(1), С. 79 - 79

Опубликована: Дек. 29, 2023

As turnover intention is a strong determinant of actual behavior, scholars should identify the determinants intention. In this context, aim study was to assess effect quiet quitting on nurses’ intentions. Additionally, examined impact several demographic and job characteristics A cross-sectional with 629 nurses in Greece conducted. The data were collected September 2023. Quiet measured “Quiet Quitting” scale. study, 60.9% considered quitters, while 40.9% experienced high levels Multivariable regression analysis showed that higher increased Moreover, found among females, shift workers, private sector, those who their workplace understaffed. Also, clinical experience associated positively Since affects intention, organizations, policymakers, managers address issue improve intentions stay at jobs.

Язык: Английский

Процитировано

25

From incivility to outcomes: tracing the effects of nursing incivility on nurse well-being, patient engagement, and health outcomes DOI Creative Commons
Nourah Alsadaan, Osama Mohamed Elsayed Ramadan, Mohammed Alqahtani

и другие.

BMC Nursing, Год журнала: 2024, Номер 23(1)

Опубликована: Май 13, 2024

Abstract Background Nursing incivility, defined as disrespectful behaviour toward nurses, is increasingly recognized a pressing issue that affects nurses’ well-being and quality of care. However, research on the pathways linking incivility to outcomes limited, especially in Saudi hospitals. Methods: This cross-sectional study examined relationships between perceived nursing nurse stress, patient engagement, health four Using validated scales, 289 nurses 512 patients completed surveys exposure stress levels, activation, medication adherence. The included readmissions at 30 days satisfaction. Results: More than two-thirds reported experiencing moderate severe workplace incivility. Correlation regression analyzes revealed was positively associated with stress. An inverse relationship found participation. Serial mediation analysis illuminated detrimental cascade, contributing increased subsequently diminishing ultimately worsening care quality. Conclusions findings present robust evidence has adverse ripple effects, directly impacting while indirectly affecting through reduced involvement. Practical implications advocate for systemic interventions focused constructive cultures empowerment improve both healthcare provider conditions provides compelling information inform policies strategies mitigate mistreatment encourage participation among outcomes.

Язык: Английский

Процитировано

13