Abstract
Climate change adaptation capacity remains low among vulnerable communities in developing countries such as Vietnam. Vector-borne diseases as dengue fever are increasing as a result of changing weather patterns. This study aims to examine the impact of key psychological variables in the Theory of Reasoned Action, the Theory of Planned Behavior, an Extended Parallel Process Model and the Social Cognitive Theory on the intention of schoolchildren to engage in climate change adaptation behavior—in this study, practices which would help reduce the risks of contracting dengue fever. It also seeks to identify the most salient predictors of the behavioral intention across these theories. Data were obtained from 796 Vietnamese schoolchildren who completed questionnaires measuring constructs of the four theories. Multivariate data analysis demonstrated that self-efficacy and severity appeared to be significant and consistent predictors of the individual’s intention to reduce dengue fever. The results provide practical suggestions for the use of the theorical constructs tested in climate change communication campaigns in Vietnam and insights generally on pro-environmental behavior change.
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References
Ajzen I (1991) The theory of planned behavior. Organ Behav Hum Decis Process 50:170–211
Ajzen I, Manstead ASR (2007) Changing health-related behavior: an approach based on the theory of planned behavior. In: The scope of social psychology: theory and application. Psychology Press, New York
Albarracin D, Johnson B, Fishbein M, Muellerleile P (2001) Theories of reasoned action and planned behavior as models of condom use: a meta-analysis. Psychol Bull 127:719–733
Allen PJ, Bennett K, Heritage B (2014) SPSS statistics version 22: a practical guide. Cengage Learning, South Melbourne, Australia
Anderson JC, Gerbing DW (1988) Structural equation modeling in practice: a review and recommended two-step approach. Psychological Bull 103:411–423
Arunrat N, Wang C, Pumijumnong N, Sereenonchai S, Cai W (2017) Farmers’ intention and decision to adapt to climate change: a case study in the Yom and Nan Basins, Phichit province of Thailand. J Clean Prod 143:672–685
Bandura A (1989) Regulation of cognitive processes through perceived self-efficacy. Dev Psychol 25:729–740
Bandura A (2002) Social cognitive theory in cultural context. Appl Psychol 51:269–290
Bandura A (2004) Health promotion by social cognitive means. Health Educ Behav 31:143–164
Bartholmae MM (2016) The information-motivation-behavioral skills model: an examination of obesity prevention behavioral change in children who participated in the afterschool program Virginia Beach Let’s Move. Doctor of Philosophy (PhD) Dissertation, Health Services Research, Old Dominion University. https://digitalcommons.odu.edu/healthservices_etds/3. Accessed 6 Apr 2020
Bergquist M, Nilssona A, Schultzc WP (2019) A meta-analysis of field-experiments using social norms to promote pro-environmental behaviors. Glob Environ Change 59:101941
Byrne BM (2010) Structural equation modeling with AMOS: basic concepts, applications, and programming, 2nd edn. Routledge, New York
Cabaniss AD (2014) Message matters: application of the theory of planned behavior to increase household hazardous waste program participation. Dissertations, Antioch University, New England
Cameron KA, Dejoy DM (2006) The persuasive functions of warnings: theory and models. In: Wogalter MS (ed) Handbooks of warning. Lawrence Erlbaum Accosiates Inc., New Jersey, USA.
Cameron KA (2009) A practitioner’s guide to persuasion: an overview of 15 selected persuasion theories, models and frameworks. Patient Educ Couns 74:309–317
Can Tho Department of Public Health (2017) Dengue fever increasing in Can Tho. Can Tho Department of Public Health. http://soytecantho.vn/Default.aspx?tabid=979&ndid=1839. Accessed 20 Jul 2018
Can Tho People Committee (2018) Cổng thông tin điện tử thành phố Cần Thơ. Can Tho People Committee. https://www.cantho.gov.vn/wps/portal/home/Trang-chu/. Accessed 12 Apr 2018
Chapman A, Van Pham Dang Tri (2018) How climate change is triggering a migrant crisis in Vietnam. Independent. https://www.independent.co.uk/environment/climate-change-vietnam-migration-crisis-poverty-global-warming-mekong-delta-a8153626.html. Accessed 3 Apr 2020
Chen MF (2016) Impact of fear appeals on pro-environmental behavior and crucial determinants. Int J Advert 35:74–92. https://doi.org/10.1080/02650487.2015.1101908
Churchill GA (1979) A paradigm for developing better measures of marketing constructs. J Mark Res 16:64–73
Copsey T, Nguyen Y, Pham PH (2013) How the people of Vietnam live with climate change and what communication can do. BBC Media Action, UK
Corner A, Roberts O, Chiari S, Völler S, Mayrhuber ES, Mandl S, Monson K (2015) How do young people engage with climate change? The role of knowledge, values, message framing, and trusted communicators. WIREs Clim Change 6:523–534
Fishbein M (2008) A reasoned action approach to health promotion. Med Decis Mak 28(6):834–844
Floyd LD, Prentice-Dunn S, Rogers RW (2000) A meta analysis of research on protection motivation theory. J Appl Soc Psychol 30:407–429
Fornell C, Larcker DF (1981) Evaluating structural equation models with unobservable variables and measurement error. J Mark Res 18:39–50
GFDRR (2017) Country profile: Vietnam. Global facility for disaster reduction and recovery. GFDRR. https://www.gfdrr.org/en/publication/country-profile-vietnam. Accessed 25 Feb 2018
Gifford R, Steg L, Reser JP (2011) Environmental psychology. In: Martin PR, Cheung FM, Knowles MC, Kyrios M, Littlefield L, Overmier JB, Prieto JM (eds) The IAAP handbook of applied psychology, 1st edn. Blackwell, London
Greene K, Hale J, Rubin D (1997) A test of the theory of reasoned action in the context of condom use and AIDS. Commun Rep 10:21–33
Greenhalgh T Jr (2011) Assessing a combined theories approach to climate change communication. Dissertation, University of Nevada, Las Vegas, Nevada, USA
Hair JF, Black WC, Babin BJ, Anderson RE (2010) Multivariate data analysis, 7th edn. Prentice Hall, Upper Saddle River, New Jersey
Hart PS, Feldman L (2016) The influence of climate change efficacy messages and efficacy beliefs on intended political participation. PLoS ONE 11(8). https://doi.org/10.1371/journal.pone.0157658
Hieu Ha Dinh (2015) Explaining public support for limate change mitigation policies—a case study of Australia. Dissertation, RMIT University, Melbourne, Australia
Hofstede G (1980) Culture’s consequences: international differences in work-related values. Sage Publications, Newbury Park, California, USA
Hu LT, Bentler PM (1999) Cut off criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model 6:1–55
Iacobucci D (2009) Everything you always wanted to know about SEM (structural equations modeling) but were afraid to ask. J Consum Psychol 19:673–680
ISET International, Can Tho CCCO (2016) Can Tho, Viet Nam: Climate change complicates dengue fever prevention in Viet Nam. ISET International and Can Tho CCCO. https://www.acccrn.net/sites/default/files/publication/attach/ISET_CS_Can%20Tho_DF_ENG_160518%20online.pdf. Accessed 1 Mar 2018
Kamrowski RL, Sutton SG, Tobin RC, Hamann M (2014) Potential applicability of persuasive communication to light-glow reduction efforts: a case study of marine turtle conservation. Environ Manag 54:583–595
Kim S, Jeong SH, Hwang Y (2015) Predictors of pro-environmental behaviors of American and Korean students: the application of the theory of reasoned action and protection motivation theory. Sci Commun 35:168–188
Kobau R, Dilorio C (2003) Epilepsy self-management: a comparison of self-efficacy and outcome expectancy for medication adherence and lifestyle behaviors among people with epilepsy. Epilepsy Behav 4:217–225
Konrad KA, Thum M (2014) The role of economic policy in climate change adaptation. CESifo Econ Stud 60:32–61
La Peyre M, Mendelssohn I, Reams M et al. (2001) Identifying determinants of Nations’ Wetland Management Programs using structural equation modeling: an exploratory analysis. Environ Manag 27:859–868
Leventhal H (1970) Findings and theory in the study of fear communications. Adv Exp Soc Psychol 5:119–186
Lin SP (2012) The gap between global issues and personal behaviors: pro-environmental behaviors of citizens toward climate change in Kaohsiung, Taiwan. Mitig Adapt Strateg Glob Change 18:773–783
Mackenzie SB (2001) Opportunities for improving consumer research through latent variable structural equation modeling. J Consum Res 28:159–166
Malhotra NK (2010) Marketing research: an applied orientation, 6 edn. Pearson Education, Upper Saddle River, New Jersey
Malhotra NK, Kim SS, Patil A (2006) Common method variance in is research: a comparison of alternative approaches and a reanalysis of past research. Manag Sci 52:1865–1883
Masud MM, Al-Amin AQ, Junsheng H, Ahmed F, Yahaya SR, Akhtar R, Banna H (2016) Climate change issue and theory of planned behaviour: Relationship by empirical evidence. J Clean Prod 113:613–623
McDonald R, Chai HY, Newell BR (2015) Personal experience and the ‘psychological distance’ of climate change: an integrative review. J Environ Psychol 44:109–118
Meinhold JI, Malkus AJ (2005) Adolescent environmental behaviors. can knowledge, attitudes, and self-efficacy make a difference? Environ Behav 37:511–532
Miller ZD, Freimund W, Metcalf EC, Nickerson N, Powell RB (2019) Merging elaboration and the theory of planned behavior to understand bear spray behavior of day hikers in Yellowstone National Park. Environ Manag 63(3):366–378
Milne S, Sheeran P, Orbell S (2000) Prediction and intervention in health-related behavior: a meta-analytic review of protection motivation theory. J Appl Soc Psychol 30:106–143
Munro S, Lewin S, Swart T, Volmink J (2007) A review of health behaviour theories: how useful are these for developing interventions to promote long-term medication adherence for TB and HIV/AIDS? BMC Public Health 7(16). https://doi.org/10.1186/1471-2458-7-104
Murray-Johnson L, Witte K, Boulay M, Figueora ME, Storey D, Tweedie I (2001) Using health education theories to promote behavior change: a cross-country analysis. Int Q Community Health Educ 25:185–207
Ngoc Thao (2018) Nguy cơ bùng phát bệnh sốt xuất huyết ở Cần Thơ. http://www.qdnd.vn/xa-hoi/y-te/nguy-co-bung-phat-benh-sot-xuat-huyet-o-can-tho-541378. Accessed 15 Apr 2018
Nguyen Q et al. (2018) Theory of reasoned action as a framework for communicating climate risk: a case study of schoolchildren in the Mekong Delta in Vietnam. Sustainability. https://doi.org/10.3390/su10062019
Nguyen N, Greenland S, Lobo A, Nguyen HV (2019) Demographics of sustainable technology consumption in an emerging market: the significance of education to energy efficient appliance adoption. Soc Responsib J 15(6):803–818
Nguyen TN, Nguyen HV, Lobo A (2017) Encouraging Vietnamese household recycling behavior: insights and implications. Sustainability 9:179–194
Nguyen TN, Lobo A, Greenland S (2016) Pro-environmental purchase behaviour: the role of consumers’ biospheric values. J Retail Consum Serv 33:98–108
Nguyen TN, Lobo A, Greenland S (2017) The influence of cultural values on green purchase behaviour. Mark Intell Plan 35:377–396
Nguyen TTP, Zhu D, Le NP (2015) Factors influencing waste separation intention of residential households in a developing country: evidence from Hanoi, Vietnam. Habitat Int 48:169–176
Noar SM, Zimmerman RS (2005) Health behavior theory and cumulative knowledge regarding health behaviors: are we moving in the right direction? Health Educ Res 20:275–290
Peattie K (2010) Green consumption: behavior and norms. Annu Rev Environ Resour 35:195–228
Podsakoff PM, MacKenzie SB, Lee JY, Podsakoff NP (2003) Common method biases in behavioral research: a critical review of the literature and recommended remedies. J Appl Psychol 88:879–903. https://doi.org/10.1037/0021-9010.88.5.879
Podsakoff PM, MacKenzie SB, Podsakoff NP (2012) Sources of method bias in social science research and recommendations on how to control it. Annu Rev Psychol 63:539–569
Popova L (2012) The extended parallel process model: illuminating the gaps in research. Health Educ Behav 39:455–473
Pradhananga AK, Davenport MA (2019) Predicting farmer adoption of water conservation practices using a norm-based moral obligation model. Environ Manag 64:483–496
Redding C, Rossi J, Rossi SR, Velicer WF, Prochaska JO (2000) Health behaviour models. Int Electron J Health Educ 3:180–193
Richard JA, Johnson MP (2014) A case for theoretical integration: combining constructs from the theory of planned behavior and the extended parallel process model to predict exercise intentions. https://doi.org/10.1177/2158244014534830
Riley WT, Martin CA, Rivera DE, Hekler EB, Adams MA, Buman MP, Pavel M, King AC (2016) Development of a dynamic computational model of social cognitive theory. TBM 6:483–495. https://doi.org/10.1007/s13142-015-0356-6
Isabel Richter I, Thøgersen J, Klöckner CA (2018) A social norms intervention going wrong: boomerang effects from descriptive norms information. Sustainability 10:2848. https://doi.org/10.3390/su10082848
Rogers RW (1983) Cognitive and physiological processes in fear appeals and attitude change: a revised theory of protection motivation. Guilford Press, New York
Salkind NJ (2014) Exploring research, 8th edn, new international edition. Pearson, Harlow, Essex
Savalei V, Bentler PM (2006) The handbook of marketing research: uses, misuses, and future advances. SAGE Publications, Thousand Oaks, CA
Sawitri DR, Hadiyantob H, Sudharto PH (2015) Pro-environmental behavior from a social cognitive theory perspective. Procedia Environ Sci 23:27–33
Spence A, Poortinga W, Pidgeon N (2012) The psychological distance of climate change. Risk Anal 32:957–972
Stacey FG, James EL, Chapman K, Courneya KS, Lubans DR (2015) A systematic review and meta-analysis of social cognitive theory-based physical activity and/or nutrition behavior change interventions for cancer survivors. J Cancer Survivorship 9:305–338
Stroebe W (2000) Social psychology and health, 2nd edn. Open University Press, Buckingham
Tabernero C, Hernandez B (2010) Self-efficacy and intrinsic motivation. Environ Behav 43:658–675
Taylor D, Bury M, Campling N et al. (2007) A review of the use of the Health Belief Model (HBM), the Theory of Reasoned Action (TRA), the Theory of Planned Behaviour (TPB) and the Trans-Theoretical Model (TTM) to study and predict health related behaviour change. The National Institute for Health and Clinical Excellence. https://www.nice.org.uk/guidance/ph6/resources/behaviour-change-taylor-et-al-models-review2. Accessed 20 Apr 2018
Thomas AS, Milfont TL, Gavin MC (2016) A new approach to identifying the drivers of regulation compliance using multivariate behavioural models. PLoS ONE 11(10):e0163868. https://doi.org/10.1371/journal.pone.0163868
Tikir A, Lehmann B (2011) Climate change, theory of planned behavior and values: a structural equation model with mediation analysis. Clim Change 104:389–402
UNICEF (2015) Unless we act now: the impact of climate change on children. UNICEF. https://www.unicef.org/publications/files/Unless_we_act_now_The_impact_of_climate_change_on_children.pdf. Accessed 25 Oct 2018
Vicky S (1997) Older women: social cognitive theory correlates of health behavior. Women Health 26:71–85
VOV (2017) Dengue increased in the South, there were 16 deaths. VOV. https://vov.vn/suc-khoe/nhi-khoa/sot-xuat-huyet-gia-tang-o-mien-nam-da-co-16-ca-tu-vong-429528.vov. Accessed 22 Aug 2018
Wang S, Hurlstone MJ, Leviston Z, Walker I, Lawrence C (2019) Climate change from a distance: an analysis of construal level and psychological distance from climate change. Front Psychol 10:230. https://doi.org/10.3389/fpsyg.2019.00230
Westen D, Rosenthal R (2003) Quantifying construct validity: two simple measures. J Personal Soc Psychol 84:608–618
Witte K (1992) Putting the fear back into fear appeals: the extended parallel process model. Commun Monogr 59:329–349
Witte K, Allen M (2000) A meta-analysis of fear appeals: implications for effective public health campaigns. Health Educ Behav 27:608–632
Witte K, Cameron KA, McKeon JK, Berkowitz JM (1996) Predicting risk behaviors: development and validation of a diagnostic scale. J Health Commun 1:317–341
Young HN, Lipowski EE, Cline RJW (2005) Using social cognitive theory to explain consumers’ behavioral intentions in response to direct-to-consumer prescription drug advertising. Res Soc Adm Pharm 1:270–288
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This research was funded by the International Development Research Centre (IDRC), Canada, grant number [106707-001].
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Appendix
Appendix
Measurement Items
Severity
I believe that climate change has serious consequences to humanity.
I believe that climate change is extremely harmful to humanity.
I believe that dengue fever is a severe disease.
I believe that dengue fever has adverse health effects.
I believe that dengue fever is a serious threat to human health.
Susceptibility
It is likely that I will be at risk to the impacts of climate change.
It is likely that the place where I live will be affected by climate change.
It is likely that I will be at risk of catching dengue fever.
It is likely that I will be affected by dengue fever.
Self-efficacy/Perceived behavior control
I am able to cover the water tanks in my house.
I can easily overturn things that collect rainwater such as bottles, jars, coconut shells in my house.
I and my family are capable of clearing off bushes and rubbish in the yard.
Response efficacy/Attitude/Outcome expectations
Covering water tanks with lids is effective in reducing the mosquitoes’ population to prevent dengue fever.
Overturning things that collect rainwater such as bottles, jars, and coconut shells work in reducing mosquitoes’ population to prevent dengue fever.
Clearing bushes and rubbish in the yard of my house is an effective way in preventing dengue fever.
Regularly working with others to eliminate mosquitos’ habitat and breeding site will help preventing dengue fever in the future.
Subjective norm
Teachers who are important to me expect that I will clear bushes in the yard of my house.
My parents would support me clearing bushes and rubbish in the yard of my house.
Neighbors in my village often together overturn things that collect water such as bottles, jars, coconut shells to prevent dengue fever.
Intention
How often will you cover water tanks with lids in your house in the 12 months?
How often will you overturn things that collect rainwater such as bottles, jars, coconut shells in your house in the 12 months?
How often will you clear bushes and rubbish in the yard of your house in the next 12 months?
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Nguyen, Q.A., Hens, L., Nguyen, N. et al. Explaining Intentions by Vietnamese Schoolchildren to Adopt Pro-Environmental Behaviors in Response to Climate Change Using Theories of Persuasive Communication. Environmental Management 66, 845–857 (2020). https://doi.org/10.1007/s00267-020-01334-0
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DOI: https://doi.org/10.1007/s00267-020-01334-0