Background: Some people living near wind turbines have reported adverse health effects and taken the step to vacate/abandon their homes, while others contemplate doing so or have decided to remain in their homes. Research on the extent and outcomes of these events is lacking. To date, our preliminary findings and an overview of results have been published in the scientific literature. Methods: This study utilized a qualitative methodology, specifically Grounded Theory, to interview 67 residents of Ontario living within 10 km of an industrial wind turbine project. Objectives: Quantitative, qualitative and mixed methods research each has strengths and weaknesses in addressing particular research questions. The purpose of this article is to compare the qualitative and quantitative methodologies and to describe the benefits of having used a qualitative methodology, specifically Grounded Theory, to explore the events that influenced families living within 10 km of wind energy facilities to contemplate vacating their homes and to formulate a substantive theory regarding these housing decisions. Results: It was found that research into the impacts of siting industrial wind turbines in a rural residential population can be challenging for a quantitative methodological approach due to factors such as low population density, obtaining a sufficient sample, and achieving statistical power and statistical significance. We conclude that the Grounded Theory methodology was applicable to this study as it assisted with the development of a coherent theory which explained participants’ housing decisions. Discussion: This paper assesses the appropriateness of a qualitative methodology for conducting the vacated/abandoned home study. Through the utilization of the qualitative Grounded Theory methodology, government authorities, researchers, medical and health practitioners, social scientists and policy makers with an interest in health policy and disease prevention have the opportunity to gain an awareness of the potential risk of placing wind energy projects near family homes.
Cite this paper
Krogh, C. M. , McMurtry, R. Y. , Johnson, W. B. , Dumbrille, A. , Alves-Pereira, M. , Punch, J. L. , Hughes, D. , Rogers, L. , Rand, R. W. , James, R. , Ambrose, S. E. and Gillis, L. (2021). Grounded Theory as an Analytical Tool to Explore Housing Decisions Related to Living in the Vicinity of Industrial Wind Turbines. Open Access Library Journal, 8, e7233. doi: http://dx.doi.org/10.4236/oalib.1107233.
Castillo-Montoya, M. (2016) Preparing for Interview Research: The Interview Protocol Refinement Framework University of Connecticut, Storrs, Connecticut, USA. The Qualitative Report, 21, 811-831.
Krogh, C.M., McMurtry, R.Y., Dumbrille, A., Hughes, D. and Gillis, L. (2020) Preliminary Results: Exploring Why Some Families Living in Proximity to Wind Turbine Facilities Contemplate Vacating Their Homes—A Community-Based Study. Open Access Library Journal, 7, e6118. https://doi.org/10.4236/oalib.1106118
Krogh, C.M., McMurtry, R.Y., Johnson, B.W., Dumbrille, A., Alves-Pereira, M, Punch, J.L., Hughes, D., Rogers, L., Rand, W.R., James, R., Ambrose, S.E. and Gillis, L. (2020) Wind Turbines: Why Some Families Living in Proximity to Wind Energy Facilities Contemplate Vacating Their Homes: An Overview of Findings. Open Access Library Journal, 7, e6443. https://doi.org/10.4236/oalib.1106443
Wilson, J., Krogh, C. and Peel, P.C. (2020) Déja vu and Wind Turbines: A Review of Lived Experiences after Appeals of Ontario Industrial-Scale Wind Power Facilities. Open Access Library Journal, 7, e6276. https://doi.org/10.4236/oalib.1106276
Environmental Review Tribunal of Ontario (2016) Case Nos. 13-002/13-003. Alliance to Protect Prince Edward County and Prince Edward County Field Naturalists vs Ministry of Environment (“Director”) and Ostrander Point GP Inc. General Partner for/and Behalf of Ostrander Point Wind Energy LP. Testimony under Oath by: Elmes, E., May 9, 2016; Davey, M., May 14, 2013; Michaud, L., May 15, 2016; Fraser, E., May 16, 2013; Johnson, S. and Desmond, D., May 21, 2016; Kenny, E., May 22, 2013; Whitworth, T., May 23, 2015; and Horton, N. and White, J., May 24, 2016.
Colby, W.D., Dobie, R., Leventhall, G., Lipscomb, D.M., McCunney, R.J., Seilo, M.T. and Søndergaard, B. (2009) Wind Turbine Sound and Health Effects. An Expert Panel Review. Prepared for: American Wind Energy Association and Canadian Wind Energy Association.
https://www.canr.msu.edu/uploads/resources/pdfs/windturbinesoundhealtheffects.pdf
Taylor, J. and Klenk, N. (2019) The Politics of Evidence: Conflicting Social Commitments and Environmental Priorities in the Debate over Wind Energy and Public Health. Energy Research & Social Science, 47, 102-112.
https://doi.org/10.1016/j.erss.2018.09.001
Jeffery, R.D., Krogh, C.M.E. and Horner, B. (2014) A Review. Industrial Wind turbines and Adverse Health Effects. Canadian Journal of Rural Medicine, 19, 21-256.
http://www.ncbi.nlm.nih.gov/pubmed/24398354
Krogh, C.M.E. (2011) Industrial Wind Turbine Development and Loss of Social Justice? Bulletin of Science Technology & Society, 31, 321-333.
http://bst.sagepub.com/content/31/4/321
https://doi.org/10.1177/0270467611412550
Ontario Municipal Board (2007) Decision/Order No: 1989. PL060986. J. P. Atcheson, Member. Testimony by d’Entremont, D., Brownell, R., Marshall, E. and Connor, W. PDF Copy Available on Request.
Standing Committee on General Government (2009) Green Energy and Green Economy Act, 2009. Legislative Assembly of Ontario. Hansard. Ashbee B (pg G 516) and Ripley Group (pg G 547).
https://www.ola.org/sites/default/files/node-files/hansard/document/pdf/2009/2009-04/committee-transcript-1-EN-15-APR-2009_G023.pdf
Ontario Superior Court of Justice (Divisional Court) (2014) Court File No.: 2055/14. Factum. Tribunal Case No.: 13-084-13-087. Between Scotty Dixon, Jennifer Dixon, Thomas Ryan and Catherin Ryan and the Director, Ministry of the Environment and St. Columban Energy LP and between Shawn Drennan and Tricia Drennan and the Director, Ministry of the Environment and K2 Wind Ontario, operating as K2 Wind Ontario Limited Partnership and between Kenneth George Kroeplin and Sharon Anne Kroeplin and the Director, Ministry of the Environment and SP Armow Wind Ontario GP In. as general partner for and on behalf of SP Armow Wind Ontario LP. Testimony by: Ashbee, B. and Macleod, S. pg 39: Weaver, D. and Whitworth, T. pg 62; and MacKenzie, B., Reyneveld, N. and Schmidt, N. pg 68.
Planet e. ZDF. (2018) Infrasound Caused by Industrial Wind Turbines. Documentary by the German Television Programme “Planet e”. A 28-Minute Documentary by the Science Programme “Planet e.” of the Second German Television ZDF. Time Approximately 26:48 (26 minutes, 49 seconds). Friends against Wind.
http://en.friends-against-wind.org/films/infrasound-caused-by-iwt
Le Coz, E. and Sherman, L. (2017) In the Shadow of Wind Farms. How the Wind Industry Angers Landowners and Divides Communities in Pursuit of Billions of Dollars in Subsidies and Other Incentives. GateHouse Media.
https://stories.usatodaynetwork.com/windfarms/home/
National Wind Watch (2016) Families Forced from Homes Due to Wind Farm Noise Win Court Case.
https://www.wind-watch.org/news/2016/12/11/families-forced-from-homes-due-to-wind-farm-noise-win-court-case/
Follett, A. (2016) Nearby Wind Turbines Cause Family to Abandon Home, Which Greenies Then Turned Into A Research Center. Daily Caller News Foundation.
https://dailycaller.com/2016/08/22/nearby-wind-turbines-cause-family-to-abandon-home-which-greenies-then-turned-into-a-research-center/
Hartke, T. (2014) Submission of Ted Hartke. Boone County Zoning Meeting, Boone, 28 May 2013.
https://www.wind-watch.org/documents/submission-of-ted-hartke/
Wilson, L. (2009) Farmers Flee as Turbines Trigger Despair. The Australian.
https://www.wind-watch.org/news/2009/08/22/farmers-flee-as-turbines-trigger-despair/
Environmental Review Tribunal of Ontario (2013) Case Nos. 13-084/13-085/13- 086/13-087/13-088/13-89. Dixon, S. and Ryan, T. and C.; Middlesex-Lambton Wind Action Group Inc. and Wrightman, H. vs St. Columban Energy Inc as General Partner for and on Behalf of St. Columban Energy L.P. Testimony by Ashbee, B. and MacLeod, S.
Kurz Industrial Solutions (2019) Spacing it Out: How Much Land Is Required for Wind Turbines?
https://kurz.com/spacing-it-out-how-much-land-is-required-for-wind-turbines/
Brenner, L. (2018) The Best Places to Put Wind Turbines to Produce Electricity. Leaf Group Media.
https://sciencing.com/places-wind-turbines-produce-electricity-5159049.html
Christidis, T. and Law, J. (2013) Mapping Ontario’s Wind Turbines: Challenges and Limitations. ISPRS International Journal of Geo-Information, 2, 1092-1105.
https://doi.org/10.3390/ijgi2041092
Renewable Energy Approval (2013) K2 Number 3259-09EQ3G. K2 Wind Ontario Inc. Operating as a General Partner of and on Behalf of K2 Wind Ontario Limited Partnership, Toronto.
Montgomery, B. (2018) Lack of Responses Sink Study on Wind Turbine Impacts.
https://blackburnnews.com/midwestern-ontario/midwestern-ontario-news/2018/12/12/lack-responses-sink-study-wind-turbine-impacts/
Ministry of the Environment (2017) Conservation and Parks, Ontario. Compliance Protocol for Wind Turbine Noise.
https://www.ontario.ca/page/compliance-protocol-wind-turbine-noise
Golder Associates (2011) Nextera Energy Canada, ULC Summerhaven Wind Energy Centre Application for a Renewable Energy Approval. Report Number 10.1151. 0035, Section 4.0 Receptors: 4.1 Point of Reception.
https://www.cordeliopower.com/wp-content/uploads/2018/06/2011-08-03-Noise-Study-Report.pdf
Ontario Regulation 359/09 (2019) Renewable Energy Approvals. Part V.0.1. Under the Environmental Protection Act R.S.O. 1990 c. E. 19
https://www.ontario.ca/laws/regulation/090359
Canadian Wind Energy Association (2020) Today’s Wind Energy Is the Lowest-Cost Source of New Electricity Generation for Ontario.
https://canwea.ca/wind-energy/ontario-market-profile/
The Free Medical Dictionary by Farlex (2003) Miller-Keane Encyclopedia and Dictionary of Medicine, Nursing, and Allied Health. Seventh Edition, Saunders, Philadelphia. https://medical-dictionary.thefreedictionary.com/Quantitative research
Choy, L.T. (2014) The Strengths and Weaknesses of Research Methodology; Comparison and Complimentary between Qualitative and Quantitative Approaches. Journal of Humanities and Social Science, 19, 99-104.
https://www.researchgate.net/publication/269752866_The_Strengths_and_Weaknesses_of_Research_Methodology_Comparison_and_Complimentary_between_Qualitative_and_Quantitative_Approaches
Bloor, M. and Wood, F. (2006) Keywords in Qualitative Methods. A Vocabulary of Research Concepts. Library of Congress Control Number 2005936298, SAGE Publications Ltd., Thousand Oaks.
Ministry of Education (Ontario) (2013) The Ontario Curriculum, Grades 9 to 12: Social Sciences and Humanities.
http://www.edu.gov.on.ca/eng/curriculum/secondary/ssciences9to122013.pdf
Barry, R., Sulsky S.I. and Kreiger N. (2018) Using Residential Proximity to Wind Turbines as an Alternative Exposure Measure to Investigate the Association between Wind Turbines and Human Health. The Journal of the Acoustical Society of America, 143, Article No. 3278.
https://asa.scitation.org/doi/abs/10.1121/1.5039840?journalCode=jas&27
https://doi.org/10.1121/1.5039840
Onakpoya, I.J., O’Sullivan, J., Thompson, M.J. and Heneghan, C.J. (2015) The Effect of Wind Turbine Noise on Sleep and Quality of Life: A Systematic Review and Meta-Analysis of Observational Studies. Environment International, 82, 1-9.
http://www.sciencedirect.com/science/article/pii/S0160412015001051
https://doi.org/10.1016/j.envint.2015.04.014
Merlin, T., Newton, S., Ellery, B., Milverton, J. and Farah, C. (2015) Systematic Review of the Human Health Effects of Wind Farms. National Health and Medical Research Council, Canberra.
https://puc.sd.gov/commission/dockets/electric/2018/EL18-026/prefiledexhibits/prevailing/a4-2c.pdf
Crossman, A. (2020) An Overview of Qualitative Research Methods. Direct Observation, Interviews, Participation, Immersion, Focus Groups. Thought Co.
https://www.thoughtco.com/qualitative-research-methods-3026555
Charmaz, K. (2020) “With Constructivist Ground Theory You Can’t Hide”: Social Justice Research and Critical Inquiry in the Public Sphere. Qualitative Inquiry, 26, 165-176. https://journals.sagepub.com/doi/full/10.1177/1077800419879081
https://doi.org/10.1177/1077800419879081
Rose, S., Spinks, N. and Canhoto, A.I. (2015) Chapter 6: Management Research: Applying the principles? 2015. Figure 2 Coding Paradigm (Adapted from Corbin and Strauss 1990. Strauss and Corbin 1998, Corbin and Strauss 2008)
Gerlitz, J., Joyce, R., Gadermann, A.M., Hubley, A.M., Zhu, S.M. and Stowe, M. (2017) Observations from the Field: Interviewers’ Experiences Interviewing and Retaining Homeless and Vulnerably Housed Participants in Longitudinal Health Research. Journal of Social Distress and Homelessness, 26, 128-137.
https://www.semanticscholar.org/paper/Observations-from-the-field%3A-interviewers%E2%80%99-and-and-Gerlitz-Joyce/34c12480df1ec69f934cff5dd8eec839b5db6aff
https://doi.org/10.1080/10530789.2017.1349598
Cobb, A.K. and Forbes, S. (2002) Qualitative Research: What Does It Have to Offer to the Gerontologist? Journals of Gerontology. Series A, 57, M197-M202.
https://pubmed.ncbi.nlm.nih.gov/11909883/
https://doi.org/10.1093/gerona/57.4.M197
Shazia, J. (2014) Qualitative Research Method-Interviewing and Observation. Journal of Basic and Clinical Pharmacy, 5, 87-88.
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4194943/
Dicle, M.F. and Dicle, B. (2017) Content Analysis: Frequency Distribution of Words. Stata Journal, 18, 379-386. https://dx.doi.org/10.2139/ssrn.2997101
Vasconcellos-Silva; P.R., Carvalho, D. and Lucena, C. (2013) Word Frequency and Content Analysis Approach to Identify Demand Patterns in a Virtual Community of Carriers of Hepatitis C. Interactive Journal of Medical Research, 2, e12.
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3713912/
https://doi.org/10.2196/ijmr.2384
Price, P.C., Jhangiani, R.S. and Chiang, I.-C.A. (2015). Research Methods in Psychology (2nd Canadian Edition). The Saylor Foundation, BCCAMPUS, VICTORIA, B.C., p. 4/11. https://opentextbc.ca/researchmethods/
Dorey, F.J. (2011) In Brief: Statistics in Brief: Statistical Power: What Is It and When Should It Be Used? Clinical Orthopaedics and Related Research, 469, 619-620.
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3018227/
https://doi.org/10.1007/s11999-010-1435-0
Health Canada (2014) Environmental and Workplace Health. Wind Turbine Noise and Health Study: Summary of Results.
https://www.canada.ca/en/health-canada/services/health-risks-safety/radiation/everyday-things-emit-radiation/wind-turbine-noise/wind-turbine-noise-health-study-summary-results.html
Adams, A. (2016) Director General, Health Canada. Site Control and Statistical Power. Correspondence Received by C. Krogh. PDF Copy Available on Request.
Health Canada (2013) Environmental & Workplace Health. Consultations. Health Impacts and Exposure to Sound from Wind Turbines: Updated Research Design and Sound Exposure Assessment.
https://www.canada.ca/en/health-canada/services/environmental-workplace-health/consultations/health-impacts-exposure-wind-turbine-noise-research-design-noise-exposure-assessment-2012-health-canada-consultation-document.html
Council of Ontario Universities (2010) Chair in Renewable Energy Technologies and Health and Two Chairs in Green Chemistry and Engineering Awarded in COU competition.
https://cou.ca/articles/cou-announces-new-ontario-research-chairs-in-environmental-science/
Paller, C. and Christidis, T. (2016) Use of Admail and a Geographic Information System to Send Survey to Target Populations. Canadian Journal of Rural Medicine, 21, 67-72. https://pubmed.ncbi.nlm.nih.gov/27386913/
Huron County Health Unit (2018) Interim Report for Huron County Wind Turbine Study about Noise, Vibration and Light: Fall 2018.
https://www.hpph.ca/en/partners-and-professionals/resources/Documents/WindTurbineStudy-Fall2018-interimReport.pdf
Huron County Health Unit (2019) Final Report Huron County Wind Turbine Study about Noise, Vibration and Light, 4.
https://cs.uwaterloo.ca/~mannr/WT-final-report_AccessibleEC-edits.pdf
Stachura, C. (2018) Huron County MOH Suffers from Cognitive Dissonance When It Comes to Wind Turbines. Personal communiqué. Ontario Wind Resistance.
http://ontario-wind-resistance.org/2019/10/18/huron-county-moh-suffers-from-cognitive-dissonance-when-it-comes-to-wind-turbines/
Michaud, D.S., Feder, K., Voicescu, S.A., Marro, L., Than, J., Guay, M., Lavigne, E., et al. (2018) Clarifications on the Design and Interpretation of Conclusions from Health Canada’s Study on Wind Turbine Noise and Health. Acoustics Australia, 46, 99-110. https://link.springer.com/article/10.1007%2Fs40857-017-0125-4
https://doi.org/10.1007/s40857-017-0125-4
Administrative Appeals Tribunal (2017) Waubra Foundation vs ACNC. Decision & Reasons, Summary of the Effect of the Medical and Scientific Evidence.
https://waubrafoundation.org.au/wp-content/uploads/2017/12/Decision-4-Dec-17.pdf
Krogh, C.M., Dumbrille, A., McMurtry, R.Y., James, R., Rand, R.W., Nissenbaum, M.A., Aramini, J.J. and Ambrose, S.E. (2018) Health Canada’s Wind Turbine Noise and Health Study—A Review Exploring Research Challenges, Methods, Limitations and Uncertainties of Some of the Findings. Open Access Library Journal, 5, e5046.
http://www.oalib.com/articles/5301313#.XBr6_PSno9M
https://doi.org/10.4236/oalib.1105046
McCunney, R. (2019) Before the Public Utilities Commission of the State of South Dakota. Exhibit A40. In the Matter of the Application of Crowned Ridge, LLC. For a Facilities Permit to Construction 300 Megawatt Wind Facility. Docket No. EL19- 003. Rebuttal Testimony and Exhibits of Dr. Robert McCunney.
https://puc.sd.gov/commission/dockets/electric/2019/EL19-003/prefiledexhibits/crownedridge/a40.pdf
Isenberg, S. (2019) Wind Farm Hearing Features Medical Expert. Times News.
https://www.wind-watch.org/news/2019/08/06/wind-farm-hearing-features-medical-expert/
Lawrence, J. and Tar, U. (2013) The Use of Grounded Theory Techniques as a Practical Tool for Qualitative Data Collection and Analysis. The Electronic Journal of Business Research Methods, 11, 29-40.
https://scholar.google.ca/scholar?q=Electronic Journal of Business Research Methods Volume 11 Issue 1 2013&hl=en&as_sdt=0&as_vis=1&oi=scholart
Cho, J.Y. and Lee, E-H. (2014) Reducing Confusion about Grounded Theory and Qualitative Content Analysis: Similarities and Differences. The Qualitative Report, 19, Article No. 64.
https://nsuworks.nova.edu/cgi/viewcontent.cgi?article=1028&context=tqr
Pedersen, E., Hallberg, L.R-M. and Waye, K.P. (2007) Living in the Vicinity of Wind Turbines—A Grounded Theory Study. Qualitative Research in Psychology, 4, 49-63. https://www.tandfonline.com/doi/full/10.1080/14780880701473409
https://doi.org/10.1080/14780880701473409
Walker, C., Baxter, J. and Ouellette, D. (2014) Beyond Rhetoric to Understanding Determinants of Wind Turbine Support and Conflict in two Ontario, Canada Communities. Environment and Planning A: Economy and Space, 46, 730-745.
https://journals.sagepub.com/doi/10.1068/a130004p
https://doi.org/10.1068/a130004p
The BMJ (2019) Paola Kruger: The Role of a Patient Expert in a Medical Team.
https://blogs.bmj.com/bmj/2019/08/14/paola-kruger-the-role-of-a-patient-expert-in-a-medical-team/
Goldstein, B.D. (2001) The Precautionary Principle Also Applies to Public Health Actions. American Journal of Public Health, 91, 1358-1361.
https://ajph.aphapublications.org/doi/10.2105/AJPH.91.9.1358
https://doi.org/10.2105/AJPH.91.9.1358