The Rural Nursing Workforce Hierarchy of Needs: Decision-Making concerning Future Rural Healthcare Employment

Article


Terry, Daniel, Peck, Blake, Baker, Ed and Schmitz, David. 2021. "The Rural Nursing Workforce Hierarchy of Needs: Decision-Making concerning Future Rural Healthcare Employment." Health Care: the journal of delivery science and innovation. 9 (9). https://doi.org/10.3390/healthcare9091232
Article Title

The Rural Nursing Workforce Hierarchy of Needs: Decision-Making concerning Future Rural Healthcare Employment

ERA Journal ID212679
Article CategoryArticle
AuthorsTerry, Daniel, Peck, Blake, Baker, Ed and Schmitz, David
Journal TitleHealth Care: the journal of delivery science and innovation
Journal Citation9 (9)
Article Number1232
Number of Pages16
Year2021
PublisherElsevier BV
Place of PublicationNetherlands
ISSN2213-0764
2213-0772
Digital Object Identifier (DOI)https://doi.org/10.3390/healthcare9091232
Web Address (URL)https://www.mdpi.com/2227-9032/9/9/1232
Abstract

Addressing nursing shortages in rural areas remains essential, and attracting nursing graduates is one solution. However, understanding what factors are most important or prioritized among nursing students contemplating rural employment remains essential. The study sought to understand nursing student decision-making and what aspects of a rural career need to be satisfied before other factors are then considered. A cross-sectional study over three years at an Australian university was conducted. All nursing students were invited to complete a Nursing Community Apgar Questionnaire to examine their rural practice intentions. Data were analyzed using principal component analysis, and mean scores for each component were calculated and ranked. Overall, six components encompassed a total of 35 items that students felt were important to undertake rural practice after graduating. Clinical related factors were ranked the highest, followed by managerial, practical, fiscal, familial, and geographical factors. Maslow’s Hierarchy of Needs provided a lens to examine nursing student decision-making and guided the development of the Rural Nursing Workforce Hierarchy of Needs model. Each element of the model grouped key factors that students considered to be important in order to undertake rural employment. In culmination, these factors provide a conceptual model of the hierarchy of needs that must be met in order to contemplate a rural career.

Keywordsemployment; decision-making; rural; nursing; nursing student; students; workforce; Community Apgar
ANZSRC Field of Research 2020420505. Nursing workforce
Byline AffiliationsFederation University
Boise State University, United States
University of North Dakota, United States
Permalink -

https://research.usq.edu.au/item/w38z2/the-rural-nursing-workforce-hierarchy-of-needs-decision-making-concerning-future-rural-healthcare-employment

Download files


Published Version
Terry Peck Baker Schmitz Sept 2021.pdf
License: CC BY 4.0
File access level: Anyone

  • 89
    total views
  • 37
    total downloads
  • 7
    views this month
  • 0
    downloads this month

Export as

Related outputs

The Australian nursing and midwifery academic workforce: A cross-sectional study
East, Leah, Halcomb, Elizabeth, Terry, Daniel, Jackson, Debra and Hutchinson, Marie. 2024. "The Australian nursing and midwifery academic workforce: A cross-sectional study." Nurse Education in Practice. 81. https://doi.org/10.1016/j.nepr.2024.104156
Nursing and Midwifery Research: Methods and Appraisal for Evidence Based Practice
Whitehead, Dean and Terry, Daniel. Whitehead, Dean and Terry, Daniel (ed.) 2024. Nursing and Midwifery Research: Methods and Appraisal for Evidence Based Practice . Australia. Elsevier.
Analysing data in quantitative research
Terry, Daniel and Hills, Danny. 2024. "Analysing data in quantitative research." Whitehead, Dean and Terry, Daniel (ed.) Nursing and Midwifery Research: Methods and Appraisal for Evidence Based Practice. Australia. Elsevier. pp. 168-191
Assessing measuring instruments
Terry, Daniel and Nguyen, Hoang. 2024. "Assessing measuring instruments." Whitehead, Dean and Terry, Daniel (ed.) Nursing and Midwifery Research: Methods and Appraisal for Evidence Based Practice. Australia. Elsevier. pp. 151-167
Data collection and sampling in quantitative research
Terry, Daniel and Phan, Hoang. 2024. "Data collection and sampling in quantitative research." Whitehead, Dean and Terry, Daniel (ed.) Nursing and Midwifery Research: Methods and Appraisal for Evidence Based Practice. Australia. Elsevier. pp. 133-150
Common quantitative methods
Terry, Daniel and Ha, Hoang. 2024. "Common quantitative methods." Whitehead, Dean and Terry, Daniel (ed.) Nursing and Midwifery Research: Methods and Appraisal for Evidence Based Practice.. Australia. Elsevier. pp. 115-132
The significance of nursing and midwifery research and evidence-based practice
Terry, Daniel and Whitehead, Dean. 2024. "The significance of nursing and midwifery research and evidence-based practice." Whitehead, Dean and Terry, Daniel (ed.) Nursing and Midwifery Research: Methods and Appraisal for Evidence Based Practice. Australia. Elsevier. pp. 2-11
Rural placement frequency and duration among student nurses: A repeated cross-sectional study
Terry, Daniel. 2024. "Rural placement frequency and duration among student nurses: A repeated cross-sectional study." 17th National Rural Health Conference. Perth, Australia 16 - 18 Sep 2024 Perth.
Yoga as a Contemplative Practice and Its Contribution to Participatory Self-Knowledge and Student Retention: A Scoping Review of the First-Year Undergraduate Student Transition
Martin, Beverley, Peck, Blake and Terry, Daniel. 2024. "Yoga as a Contemplative Practice and Its Contribution to Participatory Self-Knowledge and Student Retention: A Scoping Review of the First-Year Undergraduate Student Transition." International Journal of Environmental Research and Public Health. 21 (1). https://doi.org/10.3390/ijerph21070884
Predictive Characteristics of Childhood Emergency Injury Presentations in a Non-Urban Area of Victoria, Australia
Peck, Blake, Terry, Daniel and Kloot, Kate. 2024. "Predictive Characteristics of Childhood Emergency Injury Presentations in a Non-Urban Area of Victoria, Australia." Emergency Care and Medicine. 1 (2), pp. 165-175. https://doi.org/10.3390/ecm1020018
The threshold of rural placement frequency and duration: A repeated cross-sectional study examining rural career aspirations among student nurses
Terry, Daniel, Peck, Blake, Elliott, Jessica, East, Leah, Ryan, Liz, Baker, Ed and Schmitz, David. 2024. "The threshold of rural placement frequency and duration: A repeated cross-sectional study examining rural career aspirations among student nurses." Nurse Education in Practice. 77. https://doi.org/10.1016/j.nepr.2024.103989
This bloke who helps me with my tractor, he’s been the best psychologist: The experience of seeking mental health support in rural Australia
Mutsvairo, Brenda, Terry, Daniel and Peck, Blake. 2024. "This bloke who helps me with my tractor, he’s been the best psychologist: The experience of seeking mental health support in rural Australia." American Journal of Men's Health. https://doi.org/10.1177/15579883241249103
Yoga in schools that contributes to a positive classroom atmosphere for young children and educators: a PRISMA scoping review
Martin, Beverley, Peck, Blake and Terry, Daniel. 2024. "Yoga in schools that contributes to a positive classroom atmosphere for young children and educators: a PRISMA scoping review." Frontiers in Education. 9. https://doi.org/10.3389/feduc.2024.1352780
Understanding rural pharmacists' perspectives: lived experiences and insights associated with rural recruitment and retention
Terry, Daniel R, Peck, Blake, Phan, Hoang, Hills, Danny, Bishop, Jaclyn, Kirschbaum, Mark, Obamiro, Kehinde O, Baker, Ed and Schmitz, David. 2024. "Understanding rural pharmacists' perspectives: lived experiences and insights associated with rural recruitment and retention." Rural and Remote Health. pp. 1-15. https://doi.org/10.22605/RRH8687
Nurse-led clinics in primary health care: A scoping review of contemporary definitions, implementation enablers and barriers and their health impact
Terry, Daniel, Hills, Danny, Bradley, Cressida and Govan, Linda. 2024. "Nurse-led clinics in primary health care: A scoping review of contemporary definitions, implementation enablers and barriers and their health impact." Journal of Clinical Nursing. 33 (5), pp. 1724-1738. https://doi.org/10.1111/jocn.17003
Self-efficacy, grit, and rural career aspirations among early career nurses: A repeated cross-sectional study
Terry, Daniel, Peck, Blake, Baker, Ed and Schmitz, David. 2024. "Self-efficacy, grit, and rural career aspirations among early career nurses: A repeated cross-sectional study." BMC Nursing. 23. https://doi.org/10.1186/s12912-024-01723-4
The mechanisms of student grit at the height of a major crisis: Identifying key predictors when times get really tough
Terry, Daniel, Peck, Blake and Biangone, Marianne. 2024. "The mechanisms of student grit at the height of a major crisis: Identifying key predictors when times get really tough ." Nursing Open. 11 (1), p. e2069. https://doi.org/10.1002/nop2.2069
Paediatric Emergency Asthma Presentations: Temporal Trends and Representations in Rural Australia
Terry, Daniel, Peck, Blake and Kloot, Kate. 2023. "Paediatric Emergency Asthma Presentations: Temporal Trends and Representations in Rural Australia ." Healthcare. 11 (24). https://doi.org/10.3390/healthcare11243113
An exploration of nurses’ experience following a face-to-face or web-based intervention on patient deterioration
Kim, Jeong-ah, Jones, Linda, Terry, Daniel and Connell, Cliff. 2023. "An exploration of nurses’ experience following a face-to-face or web-based intervention on patient deterioration." Healthcare. 11 (24). https://doi.org/10.3390/healthcare11243112
Student success strategies: Approaches to navigating and understanding the determinants of health outside the classroom
Terry, Daniel, Peck, Blake, Smith, Andrew and Gazula, Swapnali. 2023. "Student success strategies: Approaches to navigating and understanding the determinants of health outside the classroom." Innovations in Education and Teaching International. https://doi.org/10.1080/14703297.2023.2283127
Enhancing Students’ Cultural Competency in Tertiary Health Education Using Internationalization at Home
Huang, Wai Shan Shirley, Terry, Daniel and Peck, Blake. 2023. "Enhancing Students’ Cultural Competency in Tertiary Health Education Using Internationalization at Home." Journal of Nursing Education. 62 (4), pp. 199-206. https://doi.org/10.3928/01484834-20230208-04
Health literacy amongst children living with a long-term condition: ‘What I know and who I tell'
Peck, Blake, Bray, Lucy, Dickson, Annette, Blamires, Julie, Terry, Daniel and Carter, Bernie. 2023. "Health literacy amongst children living with a long-term condition: ‘What I know and who I tell'." Health Education Journal. 82 (5), pp. 487-504. https://doi.org/10.1177/00178969231168210
Changes in grit and psychological capital at the time of major crisis: nursing students’ perseverance, resources, and resilience
Terry, Daniel, Peck, Blake and Biangone, Marianne. 2023. "Changes in grit and psychological capital at the time of major crisis: nursing students’ perseverance, resources, and resilience ." International Journal of Nursing Education Scholarship. 20 (1). https://doi.org/10.1515/ijnes-2022-0114
Totally devoted to you: A qualitative study examining the experiences of sacrifice among pharmacists in rural and regional areas
Terry, Daniel, Peck, Blake and Phan, Hoang. 2023. "Totally devoted to you: A qualitative study examining the experiences of sacrifice among pharmacists in rural and regional areas ." Research in Social and Administrative Pharmacy. 19 (5), pp. 793-799. https://doi.org/10.1016/j.sapharm.2023.02.014
The experience of methamphetamine use disorder and the negative consequences of relapse – a qualitative study
Klein, Talia, Terry, Daniel and Peck, Blake. 2024. "The experience of methamphetamine use disorder and the negative consequences of relapse – a qualitative study." Journal of Addictive Diseases. 42 (2), pp. 147-153. https://doi.org/10.1080/10550887.2023.2165870
The Use of an Interactive Social Simulation Tool for Adults Who Stutter: A Pilot Study
Meredith, Grant, Achterbosch, Leigh, Peck, Blake, Terry, Daniel, Dekker, Evan and Packman, Ann. 2023. "The Use of an Interactive Social Simulation Tool for Adults Who Stutter: A Pilot Study." European Journal of Investigation in Health Psychology and Education. 13 (1), pp. 187-198. https://doi.org/10.3390/ejihpe13010014
Young Children's Experiences with Yoga after School
Martin, Beverly, Peck, Blake and Terry, Daniel. 2023. "Young Children's Experiences with Yoga after School." Journal of Occupational Therapy, Schools and Early Intervention: innovations in practice, theory, and research. 16 (2), pp. 194-211. https://doi.org/10.1080/19411243.2022.2037490
Sustaining rural pharmacy workforce understanding key attributes for enhanced retention and recruitment
Terry, Daniel, Peck, Blake, Hills, Danny, Bishop, Jaclyn, Kirschbaum, Mark, Obamiro, Kehinde, Phan, Hoang, Baker, Ed and Schmitz, David. 2023. "Sustaining rural pharmacy workforce understanding key attributes for enhanced retention and recruitment." Australian Journal of Rural Health. 31 (2), pp. 218-229. https://doi.org/10.1111/ajr.12942
Learning on the periphery: A pilot study of an undergraduate nursing student communities of practice model
Terry, Daniel, Peck, Blake, Perkins, Alicia J. and Burgener, Wendy. 2022. "Learning on the periphery: A pilot study of an undergraduate nursing student communities of practice model." Journal of Nursing Education and Practice. 12 (11), pp. 18-27. https://doi.org/10.5430/jnep.v12n11p18
The Pharmacy Community Apgar Questionnaire: a modified Delphi technique to develop a rural pharmacist recruitment and retention tool
Terry, Daniel R, Peck, Blake, Hills, Danny, Bishop, Jaclyn, Kirschbaum, Mark, Obamiro, Kehinde O, Phan, Hoang, Baker, Ed and Schmitz, David. 2022. "The Pharmacy Community Apgar Questionnaire: a modified Delphi technique to develop a rural pharmacist recruitment and retention tool." Rural and Remote Health. 22 (4), pp. 1-17. https://doi.org/10.22605/RRH7347
Outcomes of a pilot evaluation of a group urotherapy programme for children with complex elimination disorders: An Australian experience
Peck, Blake, Terry, Daniel, Martin, Benita, Mathews, Belinda and Green, Andrea. 2022. "Outcomes of a pilot evaluation of a group urotherapy programme for children with complex elimination disorders: An Australian experience." Journal of Child Health Care. 26 (3), pp. 438-447. https://doi.org/10.1177/13674935211022537
Group-urotherapy for children with complex elimination disorder: An Australian study
Peck, Blake, Terry, Daniel, Martin, Benita, Mathews, Belinda and Green, Andrea. 2022. "Group-urotherapy for children with complex elimination disorder: An Australian study." International Journal of Urological Nursing. 16 (3), pp. 211-217. https://doi.org/10.1111/ijun.12320
Practice nurses’ communication with people living with type 2 diabetes: A scoping review
Hills, Sharon, Terry, Daniel, Gazula, Swapnali and Browning, Colette. 2022. "Practice nurses’ communication with people living with type 2 diabetes: A scoping review." Patient Education and Counseling. 105 (8), pp. 2664-2670. https://doi.org/10.1016/j.pec.2022.03.024
The influence of probiotics on gastrointestinal tract infections among children attending childcare: A systematic review and meta-analysis
Ahmed, Hafiz H., Peck, Blake and Terry, Daniel. 2022. "The influence of probiotics on gastrointestinal tract infections among children attending childcare: A systematic review and meta-analysis." Journal of Applied Microbiology. 132 (3), pp. 1636-1651. https://doi.org/10.1111/jam.15374
Pediatric emergency asthma presentations in Southwest Victoria: a retrospective cross-sectional study 2017 to 2020
Terry, Daniel, Peck, Blake, Kloot, Kate and Hutchins, Toinette. 2022. "Pediatric emergency asthma presentations in Southwest Victoria: a retrospective cross-sectional study 2017 to 2020." Journal of Asthma. 59 (2), pp. 264-272. https://doi.org/10.1080/02770903.2020.1845725
Impact of dementia literacy interventions for non-health-professionals: systematic review and meta-analysis
Nguyen, Hoang, Phan, Hoang T, Terry, Daniel, Doherty, Kathleen and McInerney, Fran. 2022. "Impact of dementia literacy interventions for non-health-professionals: systematic review and meta-analysis ." Aging and Mental Health. 26 (3), pp. 442-456. https://doi.org/10.1080/13607863.2021.1884843
"Thank You for Listening": An Exploratory Study Regarding the Lived Experience and Perception of Medical Errors Among Those Who Receive Care
Terry, Daniel, Kim, Jeong-ah, Glibert, Julia, Jang, Sunny and Nguyen, Hoang. 2022. ""Thank You for Listening": An Exploratory Study Regarding the Lived Experience and Perception of Medical Errors Among Those Who Receive Care." International Journal of Health Services. 52 (2), pp. 292-302. https://doi.org/10.1177/0020731419893036
Learning on the periphery: a modified Delphi study of a nursing student communities of practice model
Terry, Daniel, Peck, Blake, Perkins, Alicia J. and Burgener, Wendy. 2022. "Learning on the periphery: a modified Delphi study of a nursing student communities of practice model." International Journal of Nursing Education Scholarship. 19 (1), pp. 1-14. https://doi.org/10.1515/ijnes-2021-0143
Twice-Daily Moisturizer Application for Skin Tear Prevention among Older Adults in Acute Care
Mornane, Carolyn, Peck, Blake, Terry, Daniel and Ryan, Michael. 2021. "Twice-Daily Moisturizer Application for Skin Tear Prevention among Older Adults in Acute Care." Advances in Skin and Wound Care: the journal for wound prevention and healing. 34 (2), pp. 1-4. https://doi.org/10.1097/01.ASW.0000725180.14180.da
Factors contributing to the recruitment and retention of rural pharmacist workforce: a systematic review
Terry, Daniel, Phan, Hoang, Peck, Blake, Hills, Danny, Kirschbaum, Mark, Bishop, Jaclyn, Obamiro, Kehinde, Ha, Hoang, Nguyen, Hoang, Baker, Ed and Schmitz, David. 2021. "Factors contributing to the recruitment and retention of rural pharmacist workforce: a systematic review ." BMC Health Services Research. 21 (1). https://doi.org/10.1186/s12913-021-07072-1
The Historic to Contemporary Challenges among International Medical Graduates Seeking to Practise in Australia
Terry, Daniel, Ha, Hoang, Peck, Blake and Le, Quynh. 2021. "The Historic to Contemporary Challenges among International Medical Graduates Seeking to Practise in Australia." Health and History. 23 (1), pp. 61-78. https://doi.org/10.5401/healthhist.23.1.0061
The Socioeconomic Characteristics of Childhood Injuries in Regional Victoria, Australia: What the Missing Data Tells Us
Peck, Blake, Terry, Daniel and Kloot, Kate. 2021. "The Socioeconomic Characteristics of Childhood Injuries in Regional Victoria, Australia: What the Missing Data Tells Us." International Journal of Environmental Research and Public Health. 18 (13), pp. 1-13. https://doi.org/10.3390/ijerph18137005
The Kids Are Alright: Outcome of a Safety Programme for Addressing Childhood Injury in Australia
Peck, Blake and Terry, Daniel. 2021. "The Kids Are Alright: Outcome of a Safety Programme for Addressing Childhood Injury in Australia." European Journal of Investigation in Health Psychology and Education. 11 (2), pp. 546-556. https://doi.org/10.3390/ejihpe11020039
Self-Regulation for and of Learning: Student Insights for Online Success in a Bachelor of Nursing Program in Regional Australia
Peck, B., smith, a., Terry, Daniel and Porter, J.. 2021. "Self-Regulation for and of Learning: Student Insights for Online Success in a Bachelor of Nursing Program in Regional Australia ." Nursing Reports. 11 (2), pp. 364-372. https://doi.org/10.3390/nursrep11020035
Nurses’ Experience of Caring for Patients with Delirium: Systematic Review and Qualitative Evidence Synthesis
Thomas, Nissy, Coleman, Mardhie and Terry, Daniel. 2021. "Nurses’ Experience of Caring for Patients with Delirium: Systematic Review and Qualitative Evidence Synthesis ." Nursing Reports. 11 (1), pp. 164-174. https://doi.org/10.3390/nursrep11010016
Traversing the Funambulist’s Fine Line between Nursing and Male Identity: A Systematic Review of the Factors that Influence Men as They Seek to Navigate the Nursing Profession
Terry, Daniel, Peck, Blake, Carden, Clarissa, Perkins, Alicia J. and Smith, Andrew. 2020. "Traversing the Funambulist’s Fine Line between Nursing and Male Identity: A Systematic Review of the Factors that Influence Men as They Seek to Navigate the Nursing Profession ." European Journal of Investigation in Health Psychology and Education. 10 (3), pp. 691-703. https://doi.org/10.3390/ejihpe10030051
Factors That Impact Measures of Grit among Nursing Students: A Journey Emblematic of the Koi Fish
Terry, Daniel and Peck, Blacke. 2020. "Factors That Impact Measures of Grit among Nursing Students: A Journey Emblematic of the Koi Fish." European Journal of Investigation in Health Psychology and Education. 10 (2), pp. 564-574. https://doi.org/10.3390/ejihpe10020041
Academic and clinical performance among nursing students: What's grit go to do with it?
Terry, Daniel and Peck, Blake. 2020. "Academic and clinical performance among nursing students: What's grit go to do with it?" Nurse Education Today. 88, pp. 1-6. https://doi.org/10.1016/j.nedt.2020.104371
Occupational Self-Efficacy and Psychological Capital Amongst Nursing Students: A Cross Sectional Study Understanding the Malleable Attributes for Success
Terry, Daniel, Peck, Blake, Smith, Andrew and Nguyen, Hoang. 2020. "Occupational Self-Efficacy and Psychological Capital Amongst Nursing Students: A Cross Sectional Study Understanding the Malleable Attributes for Success." European Journal of Investigation in Health Psychology and Education. 10 (1), pp. 159-172. https://doi.org/10.3390/ejihpe10010014
Television as a Career Motivator and Education Tool: A Final-Year Nursing Student Cohort Study
Terry, Daniel and Peck, Blake. 2020. "Television as a Career Motivator and Education Tool: A Final-Year Nursing Student Cohort Study." European Journal of Investigation in Health Psychology and Education. 10 (1), pp. 346-357. https://doi.org/10.3390/ejihpe10010026
Chronic ill health in a regional Victoria setting: A 13-year comparison
Glenister, Kristen, Bourke, Lisa, Terry, Daniel and Simmons, David. 2019. "Chronic ill health in a regional Victoria setting: A 13-year comparison." Australian Journal of Rural Health. 27 (6), pp. 527-534. https://doi.org/10.1111/ajr.12565
Communication training and its effects on carer and care-receiver outcomes in dementia settings: A systematic review
Nguyen, Hoang, Terry, Daniel, Phan, Hoang, Vickers, James and McInerney, Fran. 2019. "Communication training and its effects on carer and care-receiver outcomes in dementia settings: A systematic review ." Journal of Clinical Nursing. 28 (7-8), pp. 1050-1069. https://doi.org/10.1111/jocn.14697
Acute circulatory complications in people with diabetes mellitus type 2: How admission varies between urban and rural Victoria
Gardiner, Gardiner, Robins, Shalley and Terry, Daniel. 2019. "Acute circulatory complications in people with diabetes mellitus type 2: How admission varies between urban and rural Victoria." Australian Journal of Rural Health. 27 (1), pp. 49-56. https://doi.org/10.1111/ajr.12459
Health professional students' rural placement satisfaction and rural practice intentions: A national cross-sectional survey
Smith, Tony, Sutton, Keith, Sabrina, Pit, Muyambi, Kuda, Terry, Daniel, Farthing, Annie, Courtney, Claire and Cross, Merylin. 2018. "Health professional students' rural placement satisfaction and rural practice intentions: A national cross-sectional survey." Australian Journal of Rural Health. 26 (1), pp. 26-32. https://doi.org/10.1111/ajr.12375
Competing food consumption discourses and proper gendered behaviour among over 50s: are you really what you eat?
Malatzky, Christina, Terry, Daniel, Bourke, Lisa, Glenister, Kristen and Ervin, Kaye. 2018. "Competing food consumption discourses and proper gendered behaviour among over 50s: are you really what you eat?" Journal of Research for Consumers. 32, pp. 1-31.
Asthma hospitalisation trends from 2010 to 2015: variation among rural and metropolitan Australians
Terry, Daniel, Robins, Shalley, Gardiner, Samantha, Ruby, Wyett and Islam, Md Rafiqul. 2017. "Asthma hospitalisation trends from 2010 to 2015: variation among rural and metropolitan Australians." BMC Public Health. 17. https://doi.org/10.1186/s12889-017-4704-y