Abstract
Non-source nutrients (e.g., nitrogen, phosphorous) from agriculture have created a massive hypoxic zone in the Gulf of Mexico. This zone contains no oxygen and is devoid of life. US Department of Agriculture programs provide direct payments to farmers to encourage adoption of practices that reduce nutrient pollution. Paying farmers to change behavior, however, is expensive. Personal and social norms may serve to reduce these payment costs by motivating farmers to take action without external reward. This study explored relationships between three normative concepts (awareness of consequences (AC), ascription of responsibility (AR), subjective norms (SN)) and Illinois farmers’ intention to continue participation in conservation without financial compensation. Data were obtained from a mailed questionnaire. Only farmers who were currently being paid to participate in a conservation program were included in the analysis (n = 551). Using norm activation theory and the theory of reasoned action, we hypothesized that SN would be positively related to AC, AR, and conservation intentions without compensation. We also predicted that AC would be positively related to AR, and that AC and AR would be positively related to conservation intentions. All hypotheses were supported. Both personal norms (AC, AR) and social norms (subjective norms) were related to intentions to continue conservation without pay. Behavioral interventions that activate norms may help facilitate conservation without payments. As applied in this study, activating personal and social norms may serve to reduce nutrient pollution from agriculture that is flowing into the Gulf of Mexico and resulting in the hypoxic zone.
Similar content being viewed by others
Notes
Podsakoff et al. (2003) proposed the Harman single factor test as one approach for examining common method bias. This test is based on a principal components exploratory factor analysis (EFA) of all original questionnaire items being examined, without rotation and with the number of factors fixed to one. If this single factor EFA explains < 50% of the variance, method bias is generally not considered to be a problem. Applied to the items in this article, the single factor explained 41% of the variance. This approach, when coupled with the CFA and Cronbach reliability analysis results presented here (e.g., factor loadings, fit indices, reliability coefficients), suggests that common method bias was generally absent.
The indirect effect estimate is unstandardized and was estimated using the maximum likelihood method. The Satorra–Bentler scaled chi-squared, and bootstrapping procedure are not compatible as both are means of obtaining adjusted standard error estimates.
References
Anderson JC, Gerbing DW (1988) Structural equation modeling in practice: a review and recommended two-step approach. Psychol Bull 103(3):411–423
Babcock H (2009) Assuming personal responsibility for improving the environment: moving toward a new environmental norm. Harv Environ Law Rev 33:117
Bagozzi RP, Phillips LW (1982) Representing and testing organizational theories: a holistic construal. Admin Sci Quart 27:459–489
Bamberg S, Möser G (2007) Twenty years after Hines, Hungerford, and Tomera: a new meta-analysis of psycho-social determinants of pro-environmental behavior. J Environ Psychol 27:14–25
Bates B, Quick B, Kloss A (2009) Antecedents of intention to help mitigate wildfire: implications for campaigns promoting wildfire mitigation to the general public in the wildland-urban interface. Saf Sci 47:374–381
Bobinac A (2019) Mitigating hypothetical bias in willingness to pay studies: post-estimation uncertainty and anchoring on irrelevant information. Eur J Health Econ 20:75–82
Bowles S (2008) Policies designed for self-interested citizens may undermine the moral sentiments: evidence from economic experiments. Science 320(5883):1605–1609
Bowles S, Polania-Reyes S (2012) Economic incentives and social preferences: substitutes or complements? J Econ Lit 50(2):368–425
Bratt C (1999) The impact of norms and assumed consequences on recycling behavior. Environ Behav 31:630–656
Brehm JM, Eisenhauer BW, Krannich RS (2006) Community attachments as predictors of local environmental concern. Am Behav Sci 50(2):142–165
Bright AD, Manfredo MJ, Fishbein M, Bath A (1993) Application of the theory of reasoned action to the National Park Service’s controlled burn policy. J Leis Res 25(3):263–280
Brown TA (2015) Confirmatory factor analysis for applied research. Guilford Press, New York, NY
Browne MW, Cudeck R (1993) Alternative ways of assessing model fit. In: Bollen KA, Long JS (Eds) Testing structural equation models. Sage, Newbury Park, CA, p 136–162
Byrne B (1998) Structural equation modeling with LISREL, PRELIS, and SIMPLIS: Basic concepts, applications, and programming. Erlbaum Associates, Mahwah, NJ
Cernat A (2015) The impact of mixing modes on reliability in longitudinal studies. Soc Met Res 44(3):427–457
Chou CP, Bentler PM (1995) Estimates and tests in structural equation modeling. In: Hoyle RH (Ed) Structural equation modeling. Sage, Thousand Oaks, CA
Cialdini RB, Kallgren CA, Reno RR (1990) A focus theory of normative conduct: a theoretical refinement and reevaluation of the role of norms in human behavior. Advan Exp Soc Psych 24:201–234
Cialdini RB, Trost MR (1998) Social influence: Social norms, conformity and compliance. In: Gilbert D, Fiske S, Lindzey G (eds.) The Handbook of social psychology, 4th edn. McGraw-Hill, New York, NY, p 151–192
Dayer AA, Lutter SH, Sesser K, Hickey CM, Gardali T (2018) Private landowner conservation behavior following participation in voluntary incentive programs: recommendations for facilitate behavioral persistence. Conserv Lett 11(2):1–11
De Young R (1993) Changing behavior and making it stick: the conceptualization and management of conservation behavior. Environ Behav 25(3):485–505
De Young R (2000) New ways to promote pro-environmental behavior: expanding and evaluating motives for environmentally responsible behavior. J Soc Issues 56:509–526
Dillman DA, Smyth JD, Christian LM (2014) Internet, phone, mail and mixed-mode surveys: the tailored design method. 4th edn. John Wiley, Hoboken, NJ
Echeverria JD (2005) Regulating versus paying landowners to protect the environment. J Land Res Environ Law 26:46
Environmental Working Group (EWG) (2017) Farm subsidy database. https://farm.ewg.org/subsidyprimer.php
Fang WT, Ng E, Zhan YS (2018) Determinants of pro-environmental behavior among young and older farmers in Taiwan. Sustainability 10:1–15
Fishbein M, Ajzen I (1975) Belief, attitude, intention and behavior: an introduction to theory and research. Addison-Wesley, Reading, MA
Fishbein M, Ajzen I (2010) Predicting and changing behavior: the reasoned action approach. Psychology Press Taylor & Francis, New York, NY
Floress K, Jalon Garcia S, Church SP, Babin N, Ulrich-Schad JD, Prokopy LS (2017) Toward a theory of farmer conservation attitudes: dual interests and willingness to take action to protect water quality. J Environ Psychol 53:73–80
Fornell C, Larcker DF (1981) Evaluating structural equation models with unobservable variables and measurement error. J Mark Res 18(1):39–50
Fox J (1991) Regression diagnostics. Sage, Thousand Oaks, CA
Freyfogle ET (2007) On private property: finding common ground on the ownership of land. Beacon Press, Boston, MA
Goldstein NJ, Cialdini RB, Griskevicius V (2008) A room with a viewpoint: using social norms to motivate environmental conservation in hotels. J Consum Res 35:472–482
Goldstein NJ, Griskevicius V, Cialdini RB (2007) Invoking social norms—a social psychology perspective on improving hotels’ Linen-Reuse programs. Cornell Hotel Restaur Admin Q 48:145–150
Grasmick HG, Bursik Jr RJ, Kinsey KA (1991) Shame and embarrassment as deterrents to noncompliance with the law: The case of an antilittering campaign. Environ Behav 23:233–251
Hair JF, Black WC, Babin BJ, Anderson RE (2010) Multivariate data analysis. Prentice-Hall, Upper Saddle River, NJ.
Harland P, Staats H, Wilke HAM (2007) Situational and personality factors as direct or personal norm mediated predictors of pro-environmental behavior: questions derived from norm-activation theory. Basic Appl Soc Psychol 29(4):323–334
Heberlein TA (1972) The land ethic realized: Some social psychological explanations for changing environmental attitudes. J Soc Issues 28:79–87
Hu L, Bentler PM (1999) Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Struct Equ Modeling 6(1):1–55
Illinois (2014) State of Illinois Fiscal Year 2015 Annual Budget Fact Sheet. Office of the Governor, Pat Quinn, http://www2.illinois.gov/gov/budget/documents/budget%20book/fy%202015%20budget%20book/fy%202015%20agency%20budget%20fact%20sheets.pdf
Illinois EPA (2015) Illinois Nutrient Loss Reduction Strategy. http://www.epa.illinois.gov/Assets/iepa/water-quality/watershed-management/nlrs/nlrs-final-revised-083115.pdf
Illinois Department of Agriculture (2019) Facts about Illinois agriculture. Illinois Department of Agriculture, Springfield, IL. https://www2.illinois.gov/sites/agr/About/Pages/Facts-About-Illinois-Agriculture.aspx
Kaiser F, Hubner G, Bogner FX (2005) Contrasting the theory of planned behavior with the value-belief-norm model in explaining conservation behavior. J Appl Soc Psychol 35(10):2150–2170
Kim Y, Dykema J, Stevenson J, Black P, Moberg DP (2019) Straightlining: overview of measurement, comparison of indicators, and effects in mail-web mixed mode surveys. Soc Sci Comp Rev 37(2):214–233
Kling CI (2001) Economic incentives to improve water quality in agricultural landscapes: some new variations on old ideas. Am J Agric Econ 93(2):297–309
Landon AC, Kyle GT, Kaiser RA (2016) Predicting compliance with an information-based residential outdoor water conservation program. J Hydrol 536:26–36
Landon AC, Kyle GT, Kaiser RA (2017) An augmented norm activation model: the case of residential outdoor water use. Soc Nat Resour 30(8):903–918
Landon AC, Woosnam KM, Boley BB (2018) Modeling the psychological antecedents to tourists’ pro-sustainable behaviors: An application of the value-belief-norm model. J Sustain Tour 6(6):957–972
Landon AC, Woodward RT, Kyle GT, Kasier RA (2018) Evaluating the efficacy of an information-based residential outdoor water conservation program. J Clean Prod 195:56–65
Leopold A (1949) A Sand County Almanac and Sketches Here and There. Oxford University Press, New York, NY
Linder JR, Murphy TH, Briers GE (2001) Handling nonresponse in social science research. J Agric Educ 42(4):43–53
Manning M (2009) The effects of subjective norms on behaviour in the theory of planned behaviour: a meta-analysis. Br J Soc Psychol 48:649–705
Marsh HW, Hocevar D (1985) Application of confirmatory factor analysis to the study of self-concept: first and higher order factor models and their invariance across groups. Psych Bull 97:562–582
Mastrangelo ME, Gavin MC, Laterra P, Linklater WL, Milfont TL (2014) Psycho‐social factors influencing forest conservation intentions on the agricultural frontier. Conserv Lett 7(2):103–110
Meijboom FLB, Stafleu FR (2016) Farming ethics in practice: from freedom to professional moral autonomy for farmers. Agric Hum Values 33(2):403–414
Mezzatesta M, Newburn DA, Woodward RT (2013) Additionality and the adoption of farm conservation practices. Land Econ 89(4):722–742
Niemiec RM, Champine V, Vaske JJ, Mertens A (2020) Does the impact of norms vary by type of norm and type of conservation behavior? A meta-analysis. Soc Nat Resour. https://doi.org/10.1080/08941920.2020.1729912
Nolan JM (2017) Environmental policies can buttress conservation norms. Soc Nat Resour 30(2):228–244
Netemeyer RG, Bearden WO, Sharma S (2003) Scaling procedures: Issues and applications. Sage, Thousand Oaks, CA
Okuman M, Marin-Ortega J, Novo P (2018) Effects of awareness on farmers’ compliance with diffuse pollution mitigation measures: a conditional process modelling. Land Use Pol 76:36–45
Osmond DL, Hoag DL, Luloff AE, Meals DW, Neas K (2015) Farmers’ use of nutrient management: Lessons from watershed case studies. J Environ Qual 44:382–390
Podsakoff P, MacKenzie S, Lee J, Podsakoff N (2003) Common method biases in behavioral research: a critical review of the literature and recommended remedies. J Appl Psychol 88:879–903
Pradhananga AK, Davenport MA (2015) Landowner motivations for civic engagement in water resource protection. J Am Waters Resour Assoc 51(6):1600–1612
Pradhananga AK, Davenport MA, Fulton DC, Maruyama GM, Current D (2017) An integrated moral obligation model for landowner conservation norms. Soc Nat Resour 30(2):212–217
Prager K, Posthumus H (2010) Socio-economic factors influencing farmers’ adoption of soil conservation practices in Europe. p. 1-21 In: Napier TL (ed) Human dimensions soil and water conservation, Nova Science Publications, Inc., United Kingdom, p. 388
Prokopy LS, Floress K, Klotthor-Weinkauf D, Baumgart-Getz A (2008) Determinants of agricultural best management practice adoption: evidence from the literature. J Soil Water Conserv 63:300–311
Prokopy LS, Towery D, Babin N (2014) Adoption of agricultural conservation practices: insights from research and practice. Purdue University Extension FNR-488-W, West Layaette, Indiana
Rabotyagov SS, Kling CL, Gassman PW, Rabalais NN, Turner RE (2014) Economics of dead zones: causes, impacts, policy challenges, and a model of the Gulf of Mexico hypoxic zone. Environ Econ Pol 8:58–79
Rabotyagov SS, Campbell T, Jha M, Gassman PW, Arnold J, Kurkalova L, Secchi S, Feng H, Kling CL (2010) Least-cost control of agricultural nutrient contributions to the Gulf of Mexico hypoxic zone. Ecol Appl 20:1542–1555
Ramsdell CP, Sorice MG, Dwyer AM (2016) Using financial incentives to motivate conservation of an at-risk species on private lands. Environ Conserv 43(1):34–44
Raykov T (1997) Estimation of composite reliability for congeneric measures. Appl Psychol Meas 21(2):173–184
Raymond C, Brown G, Robinson G (2011) The influence of place attachment and moral normative concerns on the conservation of native vegetation: a test of two behavioral models. J Environ Psychol 31:323–335
Reimer AP, Prokopy LS (2014) Farmer participation in US Farm Bill conservation programs. Environ Manag 53:318–332
Ruhl JB (2007) The background principles of natural capital and ecosystem services—did “Lucas” open Pandora’s box? J Land Use Environ Law 22:525–547
Rundquist S, Cox C (2015) Iowa’s low hanging fruit: Stream buffer rule = cleaner water, little cost. http://www.ewg.org/research/iowas-low-hanging-fruit#.Wam7vk3rtaQ
Schepers J, Wetzels M (2007) A meta-analysis of the technology acceptance model: investigating subjective norms and moderation effects. Inf Manag 40:90–103
Schwartz SH (1968) Awareness of consequences and the influence of moral norms on interpersonal behavior. Sociometry 31:355–369
Schwartz SH (1973) Normative explanations of helping behavior: a critique, proposal, and empirical test. J Exp Soc Psychol 9:349–364
Schwartz SH (1977) Normative influences on altruism. Adv Exp Soc Psychol 10:221–279
Schultz PW (2011) Conservation means behavior. Conserv Biol 25(6):1080–1083
Shortle JS, Horan RD (2001) The economics of non-point pollution control. J Econ Surv 15(3):255–289
Sorice MG, Conner JR (2010) Predicting private landowner intentions to enroll in an incentives program to protect endangered species. Hum Dimens Wildl 15(2):77–89
Steil M (2017) Minnesota farmers say Dayton plan to curb runoff is laced with problems. https://www.mprnews.org/story/2017/01/13/minnesota-farmers-say-dayton-pollution-runoff-plan-too-costly
Stern P, Dietz T, Abel T, Guagnano G, Kalof L (1999) A value-belief-norm theory of support for social movements: the case of environmentalism. Res Hum Ecol 6(2):81–97
Stern P (2000) Toward a coherent theory of environmentally significant behavior. J Soc Issues 56:407–424
Stubbs M (2014) Conservation Reserve Program (CRP): status and issues. Congr Res Serv Rep. 42783:24
Thøgersen J (1996) Recycling and morality: a critical review of the literature. Environ Behav 28:536–558
Thompson AW, Reimer A, Prokopy LS (2015) Farmers’ views of the environment: the influence of competing attitude frames on landscape conservation efforts. Agric Hum Values 32(3):385–399
Tilman D, Cassman KG, Matson PA, Naylor R, Polasky S (2002) Agricultural sustainability and intensive production practices. Nature 418(6898):671–677
Trumbo CW, O’Keefe GJ (2007) Intention to conserve water: environmental values, reasoned action, and information effects across time. Soc Nat Res 18(6):573–585
Turner RE, Rabalais NN, Scavia D, McLsaac GF (2007) Corn belt landscapes and hypoxia of the Gulf of Mexico. In: Nassaur JI, Santelmann MV, Scavia D eds. From the Corn Belt to the Gulf: Ecological and societal implications of alternative agricultural future. RFF Press, Baltimore, MD, p 10–27
USDA (2014) Conservation Reserve Program Report. US Department of Agriculture. http://www.fsa.usda.gov/Internet/FSA_File/augupdate14.pdf
USDA Farm Services Agency (2017) Conservation Reserve Program. https://www.fsa.usda.gov/programs-and-services/conservation-programs/conservation-reserve-program/
USC 33 1251 (1972) Federal Water Pollution Act Amendments of 1972. U.S. Government Printing Office, Washington, DC
Van Riper CJ, Kyle GT (2014) Understanding the internal processes of behavioral engagement in a national park: a latent variable path analysis of the value-belief-norm theory. J Environ Psychol 53:145–156
Van Vugt M (1998) The psychology of social dilemmas. Psychology 6:289–292
Vaske JJ (2019) Survey research and analysis, 2nd edn. Sagamore-Venture Publishing LLC, Urbana, Ill
Vaske JJ, Whittaker D (2004) Normative approaches to natural resources. In: Manfredo MJ, Vaske JJ, Bruyere BL, Field DR, Brown P (Eds.) Society and natural resources: a summary of knowledge. Modern Litho, Jefferson, MO, p 283–294
Vaske JJ, Jacobs MH, Espinosa TK (2015) Carbon footprint mitigation on vacation: a norm activation model. J Outdoor Recreat Tour 11:80–86
Acknowledgements
This research was funded by US Department of the Interior (US Fish & Wildlife Service) Grant 11676851. The questionnaire was approved by the University of Illinois Internal Review Board (IRB number 10236). The authors would like to Samantha Pallazza for her assistance on the paper.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Vaske, J.J., Landon, A.C. & Miller, C.A. Normative Influences on Farmers’ Intentions to Practice Conservation Without Compensation. Environmental Management 66, 191–201 (2020). https://doi.org/10.1007/s00267-020-01306-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00267-020-01306-4