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Wildlife Society Bulletin; DOI: 10.1002/wsb.462 Original Article Persuasive Communication Aimed at Achieving Wildlife-Disease Management Goals HEATHER A. TRIEZENBERG,1,2 Department of Fisheries and Wildlife, Michigan State University, East Lansing, MI 48824, USA MEREDITH L. GORE, Department of Fisheries and Wildlife, School of Criminal Justice, Michigan State University, East Lansing, MI 48824, USA SHAWN J. RILEY, Department of Fisheries and Wildlife, Michigan State University, East Lansing, MI 48824, USA MARIA K. LAPINSKI, College of Communication Arts and Sciences, AgBioResearch, Michigan State University, East Lansing, MI 48824, USA ABSTRACT Achieving an adequate hunter harvest of game animals that meets wildlife-disease management objectives is a challenge if hunters perceive too few animals relative to expectations. Persuasive communication is a strategy commonly used to influence human perceptions, attitudes, and behaviors in public health. Research on effectiveness of persuasive communication in the context of wildlife-disease management is limited, however, which reduces the utility of communication as a management option. To gain insight into the effectiveness of persuasion in wildlife management, we experimentally evaluated a communication campaign aimed at influencing hunters’ perceptions and behavioral intentions to harvest more antlerless white-tailed deer (Odocoileus virginianus). Reduction of deer density is a prevailing management technique where bovine tuberculosis (Mycobacterium bovis) exists in wild deer populations. In 2012, we conducted an experiment with pre- and post-exposure self-administered mail questionnaires to survey deer hunters in Michigan, USA. Campaign materials were direct mailed with the post-exposure survey. Paired change score analysis was used to evaluate effects of exposure to campaign materials for an intervention relative to control group. Respondents exposed to persuasive communication materials (n ¼ 480) reported changes in perceptions of what others are doing, perceptions of risks from bovine tuberculosis, and behavioral intentions toward hunting and harvesting more antlerless deer. Changes in perceptions of risks from disease management policies negatively affecting deer hunting also were reported in the exposure group. Our results reveal communication can be most persuasive when it focuses on the activity of interest (deer hunting), communicates goals of management (wildlife-disease management), and communicates actions individuals (deer hunters) can take to reduce risks. Ó 2014 The Wildlife Society. KEY WORDS bovine tuberculosis, evaluation, Michigan, Mycobacterium bovis, Odocoileus virginianus, persuasive communication, risk communication, white-tailed deer, wildlife-disease. A challenge in contemporary wildlife management is how to achieve sufficient hunter harvests of white-tailed deer (Odocoileus virginianus) to meet management goals (Riley et al. 2003). If hunting is to be an effective “tool” of game management, hunters occasionally have to kill animals when populations are lower than hunters desire. Such is often the case with wildlife-disease management when populations of animals may be viewed as “too few” from a hunter’s perspective, but still are at levels that sustain prevalence of disease (O’Brien et al. 2011a). Communication campaigns are frequently used interventions to achieve management goals (Gore and Knuth 2009). Received: 18 June 2013; Accepted: 26 February 2014 1 E-mail: [email protected] Present address: Michigan State University, 480 Wilson Road, 13 Natural Resources Building, East Lansing, MI 48824, USA 2 Triezenberg et al. Persuasive Communication In fields such as public health (Gallagher and Updegraff 2012) and emergency preparedness for natural disasters (Wood et al. 2012), persuasion is an effective tool to promote behavioral change of people (Dillard and Shen 2013). The extent to which persuasive communication is an effective means to inform and motivate hunters to harvest more animals is an untested empirical question. Our research experimentally evaluated efficacy of a persuasive communication campaign in changing attitudes, social normative perceptions, and behavioral intentions related to deer harvests within the context of wildlife-disease management. By evaluating such a communication campaign, we sought to improve insights into how wildlife managers can improve their effectiveness in achieving harvest management goals. Wildlife managers can increase agency credibility, decrease public frustration, and improve stakeholder cooperation with effective long-term solutions to managing disease (Baruch-Mordo et al. 2011). 1 Persuasive Communication and Wildlife-Disease Management Persuasive communication is an intentional effort on behalf of a communicator to elicit a desired response (Bettinghaus and Cody 1994). For example, a communication effort may aim to change attitudes about hunting expressed by the message receiver. Persuasion can be used to motivate specific beliefs or behaviors to reduce risks or improve well-being (Rossi and Yudell 2012). Persuasive communication campaigns also commonly aim to motivate people to engage in behaviors that have no direct benefits to themselves, such as donating blood or registering as an organ donor (Skumanich and Kintsfather 1996, da Cunha and Dias 2008). Concerns often arise, however, over whether and how managers should be involved in overtly influencing human behaviors (Bettinghaus and Cody 1994). This is especially common in wildlife management, which in the United States is carried out mainly by government agencies (Organ 2013). A recent critique of persuasive communication examined potential objections based upon 1) violations of individuals’ autonomy; 2) harm to an individual or their identity; and 3) objectionable messages (Rossi and Yudell 2012). Those researchers concluded that persuasive communication is not ethically problematic in certain conditions, such as when message recipients are able to make informed choices and all efforts are taken to minimize the possibility that persuasion leads to inadvertent harm. Practically, this indicates conscientious communicators strive to create fair messages that fully inform recipients and help them avoid harm (Rossi and Yudell 2012). For example, persuasive communication that specifically address perceived social norms may be used to communicate the low rate of binge drinking on college campuses, thus reframing students’ inaccurate perceptions of high rates of binge drinking on campuses. In turn students make informed choices about alcohol consumption and reducing their likelihood of alcohol-related death (Haines 1996). In our research, we articulated goals for a persuasive communication campaign a priori, designed a persuasive communication campaign according to best practices, and evaluated the efficacy of such efforts. Bovine Tuberculosis in Free-Ranging White-Tailed Deer Bovine tuberculosis (BTB; Mycobacterium bovis—principally a cattle disease) was detected in 1994 and then became selfsustaining in free-ranging white-tailed deer within a 1,500km2 core area of Northeast Michigan, USA (Carstensen et al. 2011, O’Brien et al. 2011a). A state-level committee of BTB-stakeholders recommended in a 1997 report (Peyton 1997, Carstensen et al. 2011) that BTB in Michigan deer should be eradicated. Achievement of >60% reduction in prevalence of BTB in free-ranging deer was subsequently effected in a relatively short 15-year period due in part to hunter harvests that reduced deer densities to 10–12 deer/ km2 (O’Brien et al. 2011a). At the time of our study, prevalence of BTB in deer within the core area currently was approximately 2% (Carstensen et al. 2011, O’Brien et al. 2011a). Progress toward achieving BTB eradication 2 slowed and public resentment increased during the preceding decade, resulting in fewer deer harvested. Deer densities increased to approximately 30 deer/km2 (O’Brien et al. 2011a). Stakeholder cooperation, especially among deer hunters, was identified as necessary to achieve BTB eradication goals (Muter et al. 2013). Sufficient, sustained harvests of antlerless deer are needed to achieve deer densities that reduce the likelihood of disease transmission between deer or between deer and livestock (Carstensen et al. 2011). Stakeholder opposition to management policies has existed since the beginning of Michigan’s BTB eradication program, driven by perceptions of fairness and agency legitimacy (Carstensen et al. 2011). As with any management intervention, evaluation is needed to assess the effects of communication and planning for future activities. An experimental approach improves reliability of these evaluations (Evans et al. 2009). Our research objectives were to 1. Design and implement a persuasive risk communication campaign aimed at motivating antlerless deer hunters to hunt for and harvest more antlerless deer in the upcoming hunting season than they did the previous season; 2. Experimentally evaluate the efficacy of exposure to the persuasive communication campaign at achieving desired wildlife-disease management goals; and 3. Identify the variables that predict change in behavioral intentions for hunting and harvesting more antlerless deer in the hunting season following the survey than in the previous season. METHODS The sample-frame for this research was Michigan residents who purchased antlerless deer licenses anytime during a 5year period (2007–2011) for Deer Management Unit 487 and who reported deer hunting in the Northeast Michigan BTB area in recent hunting seasons (2007–2009) on annual harvest surveys. The Michigan Department of Natural Resources (MDNR) provided the name and mailing address for individuals meeting sample-frame criteria. We stratified the antlerless deer license buyers into those who frequently purchased licenses (3-yr out of the 5-yr period) and infrequently purchased licenses (2-yr out of the 5-yr period), from which we randomly selected 1,500 each and randomly selected 1,000 hunters who reported hunting in the region, for an overall sample of n ¼ 4,000 aged 18 years who received the pre-survey. We conducted the pre-survey (n ¼ 4,000) in April–early May 2012, while we conducted the post-survey (n ¼ 3,759) in late May–July 2012 following a modified tailored designmethod (Dillman et al. 2009). Approximately half of the sample (n ¼ 1,846) was randomly selected to receive the BTB materials in the same envelope as their post-survey for this quasi-experimental approach (Campbell and Stanley 1963); we assumed post-exposure survey participants reviewed BTB materials. We gave potential respondents the option of completing the paper survey they received in the mail and Wildlife Society Bulletin 9999 returning it in a postage-paid envelope or accessing an online survey with their unique access code on a secure website. A sample (n ¼ 20) of pre-exposure survey non-respondents completed a brief telephone survey, consisting of a subset of survey items, in an effort to detect non-response bias (Dillman et al. 2009). The Michigan State University Committee on Research Involving Human Subjects reviewed and approved (x12-104e) the methods used in this research on 8 March 2012. Survey Development Questions about perceived risks from BTB and its management policies included items about threats to human health, economic livelihood, hunting, and culture of deer hunting (e.g., hunting and deer camp culture) in Northeast Michigan (Riley et al. 2010, Triezenberg et al. 2014). We developed subjective norm items that measured perceptions about social groups (e.g., family members, hunt club members) desiring the respondent to engage in the preferred behaviors (e.g., harvest antlerless deer and reduce BTB) based on work by Lapinski et al. (2007). We also developed descriptive norm items that measured perceptions about actions (e.g., harvest antlerless deer to manage BTB, reducing BTB, and harvesting antlerless deer) that other Northeast Michigan deer hunters are engaged in, also based on Lapinski et al. (2007). Two questions measured behavioral intentions for hunting and harvesting more antlerless deer in Deer Management Unit 487 during the upcoming hunting season (2012–2013). These questions parallel the major concepts of attitudes, norms, and behavioral intentions in the cognitive hierarchy framework that is well-tested in wildlife management contexts (Fulton et al. 1996). We also included general socio-demographic questions (Dillman et al. 2009). We pre-tested the survey with graduate students, faculty, and staff from the Department of Fisheries and Wildlife at Michigan State University and professionals at the MDNR Wildlife Disease Lab for face validity and relevance of questions (Trochim 2000). We incorporated their feedback into the final survey to improve clarity. The same survey was used for both the pre-exposure survey and post-exposure survey. BTB Persuasive Communication Campaign A solid foundation of BTB outreach information existed prior to our research effort (Rudolph et al. 2006, O’Brien et al. 2011b). We modified messages from existing BTB outreach materials to incorporate best practices for persuasive communication (Larson 2010). Our persuasive message comprised 1) high threat and high efficacy, especially conveying what hunters can do to be part of the wildlifedisease solution (Muter et al. 2013); 2) topics that hunters cared about, such as risks of BTB and its management policies to hunting and culture of hunting (Triezenberg et al. 2014); and 3) reframed subjective and descriptive norms of what other stakeholders (i.e., hunters) are doing to reduce BTB and what other stakeholders want hunters to do to reduce BTB (Lapinski and Rimal 2005). The 3 core behavioral outcomes of the persuasive message, which were Triezenberg et al. Persuasive Communication repeated in all materials multiple times, were to 1) follow baiting regulations or choose not to bait; 2) harvest more antlerless deer; and 3) have harvested deer heads checked at a deer-check station. Research reported herein focused on detecting changes in intentions to hunt and harvest more antlerless deer because these are the most important behavioral outcomes that directly relate to reducing BTB prevalence. The goals of the campaign were to 1) increase perceptions of others (e.g., family, friends, hunt camp members) supporting and wanting one to support BTB management goals (i.e., subjective norms); 2) increase risk perceptions that BTB is a disease that can infect both deer and cattle; 3) decrease perceptions of the risks from the BTB management policies; and 4) increase behavioral intentions to hunt for and harvest more antlerless deer in the region. We developed campaign goals in response to stakeholder concerns revealed by Riley et al. (2010) and Triezenberg et al. (2014), and differentiated between concerns about a wildlifedisease and the collateral impacts from its management policies (Decker et al. 2006). These goals reflect the major concepts in the cognitive hierarchy framework, which links attitudes, norms, and behavioral intentions (Fulton et al. 1996). We mailed the campaign (hereafter called “BTB materials”) to randomly selected individuals from the sample along with the post-exposure survey for this quasiexperimental design (Campbell and Stanley 1963). The BTB materials were 1) an 8-page informational brochure that summarized BTB in Michigan, its prevalence from 1995 to 2010, and the 3 core behavioral outcomes summarized above; 2) a lens cloth that encouraged hunters to be part of the solution to BTB in Michigan and included the 3 core behavioral outcomes; 3) a series of 3 magnets where each one articulated a core behavioral outcome; 4) a series of 3 wallet-sized “BTB tip cards” that included the reasons why and how one could engage in each of the core behavioral outcomes; and 5) an Internet address for an online interactive informational graphic (i.e., “infographic”). We implemented BTB materials through direct mail because we believed hunters used information primarily from MDNR printed publications for learning about and making decisions about antlerless deer hunting in Michigan Bovine tuberculosis materials can be viewed online at http://deer.fw. msu.edu/outreachsummary. Data Analysis We used efficacy analysis to determine the effects of exposure to persuasive communication because it allows for 1) examination of causal effects of message exposure, and 2) research to be structured for comparing randomized experimental design (Evans et al. 2009). First, we created factor means for each respondent as long as responses were available for n 1 items (Vaske 2008). Computed factors were as follows: harvest antlerless deer subjective norm, reduce BTB subjective norm, others doing something descriptive norm, disease risk perceptions, and management of disease risk perceptions. Next, we identified respondents who replied to both pre- and post-exposure surveys and computed a change score by subtracting pre-responses from 3 post-responses for computed factors and behavioral intentions. The change scores were calculated for both independent and dependent variables used in regression analysis (Allison 1990). Finally, we conducted regression analysis using block modeling by including socio-demographic variables (block 1), and then adding exposure to BTB materials variable (e.g., dummy coded treatment variable; block 2), and factor change scores (block 3) for predicting change in behavioral intentions for hunting for more deer (model 1) and harvesting more deer (model 2). We conducted all data analysis using SPSS versions 18 and 19 (SPSS Inc., Chicago, IL; IBM Corp., Armonk, NY). RESULTS We received 480 responses (13% response rate) from people who responded to both pre-and post-exposure surveys. The paired pre- and post-exposure response rates were 12% response for the control group and 14% for the exposure group. Data were not weighted in additional analyses because non-respondents to the pre-exposure survey indicated lower perceived risks of BTB management threatening the culture of deer hunting than did pre-exposure survey respondents (x21 ¼ 7.62, P 0.010). The average age of pre-exposure survey respondents was 56.3 years (SD ¼ 13.5 yr), and 95% of respondents were male. Seventy-two percent of respondents reported having at least some college or technical school training or higher. Nearly half (50.7%) of respondents reported earning an annual household income of <US $60,000/year. Comparison of pre- versus post-changes revealed modest effects for the group exposed to the BTB materials as compared with the control group that did not receive the persuasive communication (Fig. 1). Exposure to the BTB materials resulted in detectable changes: increased subjective norm perceptions about others wanting respondent to reduce BTB (DM ¼ 0.24, SD ¼ 0.84, t190 ¼ 3.87, P 0.001), increased disease risk perceptions (DM ¼ 0.35, SD ¼ 0.85, t232 ¼ 6.27, P 0.001), decreased management of disease risk perceptions (DM ¼ 0.12, SD ¼ 0.91, t234 ¼ 2.00, P 0.050), increased intentions to hunt more (DM ¼ 0.20, SD ¼ 0.98, t234 ¼ 3.20, P 0.010), and intentions to harvest more antlerless deer (DM ¼ 0.18, SD ¼ 0.96, t233 ¼ 2.88, P 0.010) (Table 1). No changes were detected for the control group for these same items. Exposure to the BTB materials (unstandardized b coeff. ¼ 0.38) and change in perceptions about what others were doing to reduce BTB (unstandardized b coeff. ¼ 0.18) were statistically significant variables in the regression analysis predicting change in behavioral intentions to hunt more antlerless deer in the season following the survey (Table 2, model 1, block 3). Exposure to the BTB materials (unstandardized b coeff. ¼ 0.38) and change in perceptions about others wanting the respective respondent to harvest antlerless deer (unstandardized b coeff. ¼ 0.20) also were predictors of change in intentions to harvest more antlerless deer during the hunting season following the survey (Table 2, model 2, block 3). DISCUSSION Changes we detected in respondent attitudes, norms, and behavioral intentions as a result of being exposed to a campaign suggest risk communication has a promising role in wildlife-disease management. Antlerless deer hunters expressed the desired directional increase in willingness to hunt for and harvest more antlerless deer during the season following our survey. Perceived social norms can be a Mean level of agreement 1 = strongly disagree, 5 = strongly agree 5 4 Harvest antlerless deer norm Reduce BTB norm 3 Others doing something norm Disease risk perceptions 2 Management of disease risk perceptions 1 Pre-survey Post-survey Control Pre-survey Post-survey Exposure Figure 1. Comparison of pre- and post-survey effects, exposure versus control groups, from a bovine tuberculosis risk communication campaign (BTB materials) on resident white-tailed deer hunter respondents’ (n ¼ 480) attitudes and norms toward BTB and BTB management in Deer Management Unit 487, northeast Michigan, USA, 2012. 4 Wildlife Society Bulletin 9999 Table 1. Comparison of pre- and post-survey, exposure versus control groups, effects from a bovine tuberculosis risk communication campaign (BTB materials) on resident deer hunter respondents’ (n ¼ 480) attitudes, norms, and intentions to harvest antlerless white-tailed deer in Deer Management Unit 487, northeast Michigan, USA, 2012. Control group Pre-survey Questionnaire items Norm: Harvest antlerless deer Norm: Reduce BTB Norm: Others doing something Disease risk perceptions Management of disease risk perceptions Intention to hunt more antlerless deer Intention to harvest more antlerless deer Exposure to BTB materials group Post-survey Pre-survey Mean SD Mean SD t df 3.29 3.01 2.89 3.18 3.15 2.69 2.69 0.95 0.96 0.89 0.89 0.83 1.07 1.12 3.16 3.08 2.90 3.18 3.09 2.72 2.70 0.95 0.96 0.89 0.84 0.82 1.11 1.13 2.26 0.90 0.21 0.06 0.97 0.44 0.08 193 175 171 202 204 208 206 Post-survey Mean SD Mean SD t df 3.51 3.10 3.01 2.98 3.12 3.09 3.11 0.98 1.05 0.86 0.93 0.85 1.06 1.15 3.45 3.34 3.06 3.32 3.00 3.30 3.29 0.97 0.93 0.88 0.83 0.86 1.00 1.08 1.03 3.87 0.71 6.27 2.00 3.20 2.88 210 190 193 232 234 234 233 Equal variances assumed: P 0.050; P 0.010; P 0.001. motivator for behavior change among group members (Lapinski and Rimal 2005, Manfredo 2008). In our case, exposure to the BTB materials that described what other hunters were doing may have influenced participants’ perceptions of other people taking action to reduce BTB. Geographically dispersed hunters otherwise have limited access to accurate information about what other hunters are doing. Our results indicate that perceptions of whether others are taking action to reduce BTB is an important variable for explaining change in intentions to hunt for more antlerless deer, particularly because deer hunters are not likely to observe each other. People in situations other than hunting are more likely to take action when they observe other people taking action (Wood et al. 2012). Given that cooperation by hunters in harvesting adequate numbers of antlerless deer has been integral to achieving a >60% reduction in BTB prevalence in the core endemic area, continued cooperation and even greater harvests will be Table 2. Efficacy of risk communication exposure (Bovine tuberculosis [BTB] materials) regression results (unstandardized coeff. with SE in parenthesis) for change in behavioral intentions by resident deer hunter respondents (n ¼ 382) to hunt more antlerless deer (model 1) and harvest more antlerless deer (model 2) in Deer Management Unit 487, northeast Michigan, USA, 2012. Model 1 Model 2 Change in intentions to Block 1 2 3 Variable …hunt more antlerless deer …harvest more antlerless deer Constant Gender (female) Age Education Income Constant Gender (female) Age Education Income Exposure to BTB materials Constant Gender (female) Age Education Income Exposure to BTB materials Change in norm: Harvest antlerless deer Change in norm: Reduce BTB Change in norm: Others doing activities to reduce BTB Change in disease risk perceptions Change in management of disease risk perceptions 0.29 (0.54) 0.16 (0.28) 0.00 (0.01) 0.13 (0.07) 0.03 (0.04) 0.27 (0.56) 0.06 (0.28) 0.00 (0.01) 0.16 (0.07) 0.02 (0.04) 0.40 (0.13) 0.26 (0.55) 0.02 (0.28) 0.00 (0.01) 0.13 (0.07) 0.01 (0.04) 0.38 (0.13) 0.04 (0.08) 0.07 (0.07) 0.18 (0.07) 0.13 (0.08) 0.07 (0.08) 2 R ¼ 0.02; F ¼ 1.04; df ¼ 4 R2 ¼ 0.07; F ¼ 2.72 ; df ¼ 5 R2 ¼ 0.14; F ¼ 2.83 ; df ¼ 10 0.36(0.53) 0.23 (0.28) 0.00 (0.01) 0.01 (0.07) 0.03 (0.04) 0.20 (0.55) 0.13 (0.28) 0.00 (0.01) 0.03 (0.07) 0.04 (0.04) 0.40 (0.13) 0.24 (0.55) 0.07 (0.28) 0.00 (0.01) 0.00 (0.07) 0.06 (0.04) 0.38 (0.13) 0.20 (0.08) 0.01 (0.07) 0.03 (0.07) 0.06 (0.08) 0.02 (0.08) R2 ¼ 0.01; F ¼ 0.45; df ¼ 4 R2 ¼ 0.06; F ¼ 2.28 ; df ¼ 5 R2 ¼ 0.10; F ¼ 1.94 ; df ¼ 10 1 2 3 P 0.05; P 0.01. Triezenberg et al. Persuasive Communication 5 necessary for eradication of BTB (O’Brien et al. 2011a). In our study, persuasive communication may have motivated some hunters to harvest additional antlerless deer when the benefits of such behavioral intentions are most likely to accrue to livestock producers. Producers incur severe economic risks if cattle become infected with BTB; in contrast, the disease has little effect on deer populations or hunters (Etter et al. 2006). Although our findings demonstrate only a modest effect size and modest changes in attitudes, managers have reason for tempered optimism about being able to increase hunter cooperation with use of persuasive communication. If non-respondents in our study were representative of hunters statewide, we predict effect sizes would be smaller than observed in our current results when the goal of the campaign was to reduce the perceived risks from BTB management. Respondents in our more limited intervention expressed higher risk perceptions about BTB management policies compared with survey nonrespondents. Tailoring communication efforts to the target audiences where the largest impact is likely (e.g., those hunters with either high or low risk perceptions), such as in our study, may be necessary for efficient use of management resources. Nonetheless, the degree of change is encouraging given lower changes in perceptions detected in other wildlife-related evaluation studies (Gore et al. 2008). Emphasis on specific information intended to make it more memorable and on framing (i.e., how information is presented, what medium is used, and how it is interpreted) are important aspects of effective persuasive communication (Muter et al. 2009). Effective message frames in wildlifedisease management address 1) high threat and high efficacy, especially what people can do to be part of the solution (Muter et al. 2013); 2) topics that deer hunters care about, such as risks of disease and management policies to hunting and the culture of deer hunting (Heberlein 2004, Triezenberg et al. 2014); and 3) social normative reframing of what other stakeholders are doing and want message recipients to do to cooperate with wildlife-disease management activities (Lapinski and Rimal 2005). Message frames that emphasize susceptibility to the TB threat (e.g., human health risk if milk from a TB-infected cow gets into food supply) or capability to engage in recommended behaviors that reduce risk (Muter et al. 2013) may improve the likelihood of motivating one to act Content that focuses on topics deer hunters care about, such as opportunities to hunt with family and friends, harvest deer, or keep their freezer full of venison may be appealing to message recipients. Message content that addresses what other people are doing to reduce BTB (e.g., approx. 50% of Michigan deer hunters purchased at least one antlerless deer license in 2010; >900 livestock producers have implemented biosecurity practices to prevent BTB transmission between deer and cattle by 2012) and what other people want hunters to do (e.g., follow baiting regulations or choose not to bait; harvest more antlerless deer; have your deer head checked) likely motivates behavioral intentions for hunting and harvesting more antlerless deer. Effective message framing emphasizes themes around culture of deer hunting (Triezen6 berg et al. 2014), such as hunting heritage, and modes of communication that the intended audience typically receives or seeks information from, such as printed materials from the MDNR (Rudolph et al. 2006). The field of public health communication has used persuasive communication for decades. Despite repeated scrutiny of the ethical and moral dimensions of persuasion, it continues to be an accepted method for achieving public health goals (Gallagher and Updegraff 2012, Rossi and Yudell 2012). Best practices discourage use of persuasive communication, such as propaganda, to intentionally deceive for political purposes (Larson 2010). Nonetheless, much of wildlife management is aimed at changing human behaviors (Gore and Knuth 2009), and when persuasive communication follows ethical standards (Rossi and Yudell 2012) it becomes another tool available to wildlife managers. Wildlife managers and human dimensions researchers can adapt insights from persuasive risk and health communication fields because of the similarity to wildlife health and public health fields (Hanisch et al. 2012). Hunter cooperation is necessary to achieve wildlife-disease management goals in the case of BTB in the study area and elsewhere (Heberlein 2004, O’Brien et al. 2011b). Increasing the ability of wildlife managers to anticipate the extent to which persuasive communication can be incorporated into management activities has positive implications for management efficiency, such as elevated credibility of wildlife agencies, reduced public frustration, and progress toward longer term solutions (Baruch-Mordo et al. 2011), and also for setting realistic expectations for its effects. Additional research that quantifies how many hunters actually change their behavior can provide a useful assessment of campaign efficacy that managers could incorporate into their decisionmaking. MANAGEMENT IMPLICATIONS Persuasive communication, when conducted according to accepted ethical standards, can contribute to achievement of wildlife management interventions such as affecting changes in hunter harvests. In situations such as BTB management, persuasive messages are most effective when they 1) focus on hunters, deer, and deer hunting; 2) communicate susceptibility to disease threats and how to take actions that may reduce those threats; and 3) communicate what other people are doing and what other people want to achieve in wildlifedisease management. ACKNOWLEDGMENTS We thank questionnaire respondents for sharing their perspectives. This project was supported by the U.S. Department of Agriculture, Michigan Department of Natural Resources through the Partnership for Ecosystem Research and Management, and Michigan State University AgBioResearch. We thank B. Muter, D. O’Brien, S. Schmitt, M. Wyman, B. Richard, C. Hardman, and J. Hardy for their contributions to our research. Wildlife Society Bulletin 9999 LITERATURE CITED Allison, P. D. 1990. Change scores as dependent variables in regression analysis. Sociological Methodology 20:93–114. Baruch-Mordo, S., S. W. Breck, K. R. Wilson, and J. 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