Perception of Health Challenges, Self-Rated Health and Feeling of Empowerment in a Changing Climate and Environment with Permafrost Thawing
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Collection
2.2. Statistical Analysis
2.2.1. Questionnaire and Independent Variables
2.2.2. Analysis and Dependent Variables
3. Results
3.1. Characteristics of the Participants
3.2. Perception of Permafrost Thaw and Health Challenges
3.3. Associations with Self-Rated Health and Empowerment
3.4. Associations between Feeling of Empowerment and Perceived Environmental and Adaptation Factors
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Box, J.E.; Colgan, W.T.; Christensen, T.R.; Schmidt, N.M.; Lund, M.; Parmentier, F.-J.W.; Brown, R.; Bhatt, U.S.; Euskirchen, E.S.; Romanovsky, V.E.; et al. Key indicators of Arctic climate change: 1971–2017. Environ. Res. Lett. 2019, 14, 045010. [Google Scholar] [CrossRef]
- IPCC. Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change; Pachauri, R.K., Meyer, L.A., Eds.; IPCC: Geneva, Switzerland, 2014; 151p. [Google Scholar]
- Stern, G.A.; Macdonald, R.W.; Outridge, P.M.; Wilson, S.; Chételat, J.; Cole, A.; Hintelmann, H.; Loseto, L.L.; Steffen, A.; Wang, F.; et al. How does climate change influence arctic mercury? Sci. Total Environ. 2012, 414, 22–42. [Google Scholar] [CrossRef]
- Farquharson, L.M.; Romanovsky, V.E.; Cable, W.L.; Walker, D.A.; Kokelj, S.V.; Nicolsky, D. Climate Change Drives Widespread and Rapid Thermokarst Development in Very Cold Permafrost in the Canadian High Arctic. Geophys. Res. Lett. 2019, 46, 6681–6689. [Google Scholar] [CrossRef] [Green Version]
- Schaefer, K.; Lantuit, H.; E Romanovsky, V.; Schuur, E.A.G.; Witt, R. The impact of the permafrost carbon feedback on global climate. Environ. Res. Lett. 2014, 9, 085003. [Google Scholar] [CrossRef] [Green Version]
- McMichael, A.J. Globalization, Climate Change, and Human Health. N. Engl. J. Med. 2013, 368, 1335–1343. [Google Scholar] [CrossRef] [Green Version]
- Whiteman, G.; Hope, C.; Wadhams, P. Vast costs of Arctic change. Nat. Cell Biol. 2013, 499, 401–403. [Google Scholar] [CrossRef] [PubMed]
- Cianconi, P.; Betrò, S.; Janiri, L. The Impact of Climate Change on Mental Health: A Systematic Descriptive Review. Front. Psychiatry 2020, 11, 74. [Google Scholar] [CrossRef] [PubMed]
- Hambling, T.; Weinstein, P.; Slaney, D. A Review of Frameworks for Developing Environmental Health Indicators for Climate Change and Health. Int. J. Environ. Res. Public Health 2011, 8, 2854–2875. [Google Scholar] [CrossRef] [PubMed]
- Ebi, K. Climate Change and Health Risks: Assessing And Responding To Them Through ‘Adaptive Management’. Health Aff. 2011, 30, 924–930. [Google Scholar] [CrossRef]
- Bourque, F.; Willox, A.C. Climate change: The next challenge for public mental health? Int. Rev. Psychiatry 2014, 26, 415–422. [Google Scholar] [CrossRef]
- Watts, N.; Adger, W.N.; Agnolucci, P.; Blackstock, J.; Byass, P.; Cai, W.; Chaytor, S.; Colbourn, T.; Collins, M.; Cooper, A.; et al. Health and climate change: Policy responses to protect public health. Lancet 2015, 386, 1861–1914. [Google Scholar] [CrossRef]
- Berry, H.L.; Bowen, K.; Kjellstrom, T. Climate change and mental health: A causal pathways framework. Int. J. Public Health 2010, 55, 123–132. [Google Scholar] [CrossRef] [PubMed]
- Jungsberg, L.; Turunen, E.; Heleniak, T.; Wang, S.; Ramage, J.; Roto, J. Atlas of Population, Society and Economy in the Arctic; Nordregio Working Paper; Nordregio: Stockholm, Sweden, 2019; Volume 3. [Google Scholar]
- Ford, J.D. Indigenous Health and Climate Change. Am. J. Public Health 2012, 102, 1260–1266. [Google Scholar] [CrossRef]
- Cunsolo Willox, A.; Harper, S.L.; Ford, J.D.; Edge, V.L.; Landman, K.; Houle, K.; Blake, S.; Wolfrey, C. Climate change and mental health: An exploratory case study from Rigolet, Nunatsiavut, Canada. Clim. Chang. 2013, 121, 255–270. [Google Scholar] [CrossRef]
- Chatwood, S.; Paulette, F.; Baker, G.R.; Eriksen, A.M.A.; Hansen, K.L.; Eriksen, H.; Hiratsuka, V.; Lavoie, J.; Lou, W.; Mauro, I.; et al. Indigenous Values and Health Systems Stewardship in Circumpolar Countries. Int. J. Environ. Res. Public Health 2017, 14, 1462. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- McClymont Peace, D.; Myers, E. Community-based Participatory Process—Climate Change and Health Adaptation Program for Northern First Nations and Inuit in Canada. Int. J. Circumpolar Health 2012, 71, 1–8. [Google Scholar] [CrossRef] [Green Version]
- Patz, J.A.; Frumkin, H.; Holloway, T.; Vimont, D.J.; Haines, A. Climate change: Challenges and opportunities for global health. JAMA 2014, 312, 1565–1580. [Google Scholar] [CrossRef] [PubMed]
- Hayes, K.; Blashki, G.; Wiseman, J.; Burke, S.; Reifels, L. Climate change and mental health: Risks, impacts and priority actions. Int. J. Ment. Health Syst. 2018, 12, 1–12. [Google Scholar] [CrossRef] [PubMed]
- Watts, N.; Amann, M.; Ayeb-Karlsson, S.; Belesova, K.; Bouley, T.; Boykoff, M.; Byass, P.; Cai, W.; Camp-bell-Lendrum, D.; Chambers, J.; et al. The Lancet Countdown on health and climate change: From 25 years of inac-tion to a global transformation for public health. Lancet 2018, 391, 581–630. [Google Scholar] [CrossRef]
- Hartmann, P.; Apaolaza, V.; D’Souza, C. The role of psychological empowerment in climate-protective consumer behaviour: An extension of the value-belief-norm framework. Eur. J. Mark. 2018, 52, 392–417. [Google Scholar] [CrossRef]
- Brubaker, M.; Berner, J.; Chavan, R.; Warren, J. Climate change and health effects in Northwest Alaska. Glob. Health Action 2011, 4, 8445. [Google Scholar] [CrossRef]
- Cunsolo Willox, A.; Harper, S.L.; Ford, J.D.; Landman, K.; Houle, K.; Edge, V.L. “From this place and of this place:” climate change, sense of place, and health in Nunatsiavut, Canada. Soc. Sci. Med. 2012, 75, 538–547. [Google Scholar] [CrossRef]
- Ford, J.D.; Berrang-Ford, L.; King, M.; Furgal, C. Vulnerability of Aboriginal health systems in Canada to climate change. Glob. Environ. Chang. 2010, 20, 668–680. [Google Scholar] [CrossRef] [PubMed]
- Ford, J.D.; Willox, A.C.; Chatwood, S.; Furgal, C.; Harper, S.; Mauro, I.; Pearce, T. Adapting to the Effects of Climate Change on Inuit Health. Am. J. Public Health 2014, 104, e9–e17. [Google Scholar] [CrossRef] [PubMed]
- Finnish National Board on Research Integrity, TENK. 2019. Available online: https://www.tenk.fi/en/ethical-review-in-human-sciences (accessed on 1 October 2020).
- Cardwell, F.S.; Elliott, S.J. Making the links: Do we connect climate change with health? A qualitative case study from Canada. BMC Public Health 2013, 13, 208. [Google Scholar] [CrossRef] [Green Version]
- Aitken, C.; Chapman, R.; McClure, J. Climate change, powerlessness and the commons dilemma: Assessing New Zealanders’ preparedness to act. Glob. Environ. Chang. 2011, 21, 752–760. [Google Scholar] [CrossRef]
- Spein, A.R.; Pedersen, C.P.; Silviken, A.C.; Melhus, M.; Kvernmo, S.E.; Bjerregaard, P. Self-rated health among Greenlandic Inuit and Norwegian Sami adolescents: Associated risk and protective correlates. Int. J. Circumpolar Health 2013, 72. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Parlee, B.; Furgal, C. Well-being and environmental change in the arctic: A synthesis of selected research from Canada’s International Polar Year program. Clim. Chang. 2012, 115, 13–34. [Google Scholar] [CrossRef]
- Kral, M.J.; Idlout, L. It’s All in the Family: Well-being among Inuit in Arctic Canada. In Happiness across Cultures. Science Across Cultures: The History of Non-Western Science; Selin, H., Davey, G., Eds.; Springer: Dordrecht, The Netherlands, 2012; Volume 6. [Google Scholar] [CrossRef]
- Waits, A.; Emelyanova, A.; Oksanen, A.; Abass, K.; Rautio, A. Human infectious diseases and the changing climate in the Arctic. Environ. Int. 2018, 121, 703–713. [Google Scholar] [CrossRef]
- Palma, D.; Varnajot, A.; Dalen, K.; Basaran, I.K.; Brunette, C.; Bystrowska, M.; Korablina, A.D.; Nowicki, R.C.; Ronge, T.A. Cruising the marginal ice zone: Climate change and Arctic tourism. Polar Geogr. 2019, 42, 215–235. [Google Scholar] [CrossRef] [Green Version]
- Statistic Greenland. Greenland in Figures, 2018, 15th ed.; Statistics Greenland, Government of Greenland: Nuuk, Greenland, 2018; ISBN 978-87-998113-3-5.
- Nuttall, M. Anticipation, climate change, and movement in Greenland. Études Inuit Studies 2010, 34, 21–37. [Google Scholar] [CrossRef] [Green Version]
- Barrett, B.; Charles, J.W.; Temte, J.L. Climate change, human health, and epidemiological transition. Prev. Med. 2015, 70, 69–75. [Google Scholar] [CrossRef] [Green Version]
- Roser-Renouf, C.; Maibach, E.; Li, J. Adapting to the Changing Climate: An Assessment of Local Health Department Preparations for Climate Change-Related Health Threats, 2008–2012. PLoS ONE 2016, 11, e0151558. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gifford, E.; Gifford, R. The largely unacknowledged impact of climate change on mental health. Bull. At. Sci. 2016, 72, 292–297. [Google Scholar] [CrossRef]
Demographic Variables (n/%) | Total | ||||||||
---|---|---|---|---|---|---|---|---|---|
Age | 18–34 | 35–54 | ≥55 | ||||||
30 (30%) | 39 (39%) | 31 (31%) | 100 (100%) | ||||||
Profession | Public sector | Private business | Hunter/fisherman | Not employed | Retired | Student | Home-maker | Other | |
23 (23%) | 8 (8%) | 11 (11%) | 2 (2%) | 7 (7%) | 8 (8%) | 2 (2%) | 39 (39%) | 100 (100%) | |
Language at home | Danish | Greenlandic | Both | ||||||
5 (5%) | 90 (90%) | 5 (5%) | 100 (100%) | ||||||
Gender | Female | Male | |||||||
48 (48%) | 52 (52%) | 100 (100%) | |||||||
Variables of self-rated health and empowerment (n/%) | |||||||||
Self-rated health | Low | Medium | High | Missing | |||||
7 (7%) | 69 (69%) | 23 (23%) | 1 (1%) | 100 (100%) | |||||
Empowered to face changes | No | Somewhat | Yes | Missing | |||||
13 (13%) | 27 (27%) | 54 (54%) | 6 (6%) | 100 (100%) |
Self-Rated Health | ||||||||
---|---|---|---|---|---|---|---|---|
Low | Medium | High | ||||||
n | (%) | n | (%) | n | (%) | p-Value | Effect Size ** | |
Challenges are associated with housing, buildings, roads (n = 96) | ||||||||
not important, little important | 0 | (0) | 4 | (6) | 5 | (23) | 0.010 | 0.264 b |
important, very important | 1 | (4) | 40 | (60) | 11 | (50) | ||
I don’t know | 6 | (86) | 23 | (34) | 6 | (27) | ||
Challenges are associated with physical environment (n = 98) | ||||||||
not important, little important, important | 2 | (29) | 23 | (47) | 7 | (30) | 0.048 | 0.225 b |
very important | 0 | 0 | 12 | (18) | 9 | (40) | ||
I don’t know | 7 | (71) | 24 | (35) | 7 | (30) | ||
Feeling of empowerment | ||||||||
no, somewhat | yes | |||||||
n | (%) | n | (%) | p-value | ||||
Being in natural environment for economic activities (n = 94) | ||||||||
never, rarely, sometimes | 40 | (100) | 42 | (78) | 0.003 * | 0.329 b | ||
very often | 0 | (0) | 10 | (18) | ||||
N/A | 0 | (0) | 2 | (4) | ||||
Being in natural environment for recreational activities (n = 94) | ||||||||
never, rarely, sometimes | 21 | (53) | 17 | (31) | 0.056 | 0.212 a | ||
very often | 19 | (47) | 37 | (69) |
Yes (n/%)/Total | OR | 95% CI | p-Value | |
---|---|---|---|---|
Variables | Feeling of empowerment | |||
Being in nature for economical activities a | ||||
never, rarely | 38 (51%)/74 | 0.30 | 0.09–1.00 | 0.050 |
sometimes, very often | 14 (78%)/18 | Ref. | ||
Model statistics AIC123.601; R20.062 | ||||
Being in nature for recreational activities a | ||||
never, rarely, sometimes | 17 (45%)/38 | 0.42 | 0.18–0.97 | 0.042 |
very often | 37 (66%)/56 | Ref. | ||
Model statistics AIC 126.000 R20.059 | ||||
Challenges associated with physical environment a | ||||
not important, little important, important | 19 (49%)/39 | 0.32 | 0.10–1.04 | 0.058 |
very important | 15 (75%)/20 | Ref. | ||
Model statistics AIC 78.533; R20.086 | ||||
Being in nature for economical activities b | ||||
never, rarely | 38 (51%)/74 | 0.33 | 0.10–1.10 | 0.072 |
sometimes, very often | 14 (78%)/18 | Ref. | ||
Model statistics AIC 129.801; R2 0.087; HL: χ2 7.795, df 7, p 0.351 | ||||
Being in nature for recreational activities b | ||||
never, rarely, sometimes | 17 (45%)/38 | 0.42 | 0.17–1.01 | 0.053 |
very often | 37 (66%)/56 | Ref. | ||
Model statistics AIC 131.636; R2 0.9; HL: χ2 3.441, df 8, p 0.904 | ||||
Self-rated health c | ||||
low | 2 (40%)/5 | |||
medium | 35 (54%)/65 | 0.39 | 0.14–1.14 | 0.086 |
high | 17 (74%)/23 | Ref. | ||
Model statistics AIC125.378; R2 0.072; HL: χ2 1.358, df 3, p 0.673 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Timlin, U.; Kauppila, S.; Jungsberg, L.; Nordström, T.; Schmidt-Pedersen, K.; Kyngäs, H.; Rautio, A. Perception of Health Challenges, Self-Rated Health and Feeling of Empowerment in a Changing Climate and Environment with Permafrost Thawing. Sci 2021, 3, 28. https://doi.org/10.3390/sci3020028
Timlin U, Kauppila S, Jungsberg L, Nordström T, Schmidt-Pedersen K, Kyngäs H, Rautio A. Perception of Health Challenges, Self-Rated Health and Feeling of Empowerment in a Changing Climate and Environment with Permafrost Thawing. Sci. 2021; 3(2):28. https://doi.org/10.3390/sci3020028
Chicago/Turabian StyleTimlin, Ulla, Sofia Kauppila, Leneisja Jungsberg, Tanja Nordström, Kirsten Schmidt-Pedersen, Helvi Kyngäs, and Arja Rautio. 2021. "Perception of Health Challenges, Self-Rated Health and Feeling of Empowerment in a Changing Climate and Environment with Permafrost Thawing" Sci 3, no. 2: 28. https://doi.org/10.3390/sci3020028
APA StyleTimlin, U., Kauppila, S., Jungsberg, L., Nordström, T., Schmidt-Pedersen, K., Kyngäs, H., & Rautio, A. (2021). Perception of Health Challenges, Self-Rated Health and Feeling of Empowerment in a Changing Climate and Environment with Permafrost Thawing. Sci, 3(2), 28. https://doi.org/10.3390/sci3020028