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Introduction 
1. Personal risk will be a better predictor of both responsibilities than species/ 
nature risk. 
2. Responsibility to act will be a better predictor of small green behaviors than 
large green behaviors. 
2. Responsibility to act will be a better predictor of small and large behaviors than 
responsibility for the problem. 
3. Responsibility for the problem will be a better predictor of policy support than 
responsibility to act. 
Methods Results 
Participants: 
-59 residents from the greater Worcester, MA area 
-25 males, 32 females, 2 N/A 
- 28-85 years old 
- Participants are from both political parties 
Procedure: 
This research is embedded within a larger study conducted by Katie 
Lacasse under the supervision of Jim Laird, regarding the exploration of how 
“going green” can influence people’s political opinions regarding climate change 
as well as their future environmentally-related behaviors. It compares people who 
started performing a new green behavior to a control group in order to measure 
how “going green” impacts their political attitudes, climate-related self-perceptions, 
and their behaviors. Participants were recruited from a multitude of 
different groups and organizations in the general Worcester area. They were then 
sent a survey which they completed and mailed back. The survey took roughly 
15-20 minutes to complete, and was intended to measure political opinions, 
personal values, and daily behaviors. 
Measures: 
Risk: Risk was broken into two categories. The first category was personal 
risk. This was measured on the survey with one question, “How much of a 
problem do you think climate change will be for you and your family?” The 
participants were then given a scale of five answers they could choose from 
ranging from “not a problem” to “a very large problem.” The next category was 
species/nature risk. This was measured on the survey with one question, “How 
much of a problem do you think climate change will be for other species of plants 
and animals?” The participants were given the same range of five answers. 
Responsibility: Responsibility was also broken down into two categories. 
The first category was responsibility to act. This looked at the amount of 
responsibility the participant feels he or she has to carry out green behaviors. It 
was measured by questions such as, “It is important for me to do my part, and 
change my personal behaviors to help slow climate change.” The participants 
were given a scale of seven answers they could choose from, ranging from 
“strongly disagree” to “strongly agree.” The second category was responsibility 
for the problem. This looked at the amount of responsibility the participant feels 
he or she has for the actual problems regarding climate change. It was measured 
by questions such as, “I feel jointly responsible for climate change,” and was 
given the same scale of seven answers. 
Green Behaviors: Lastly, types of green behaviors were measured. The 
survey looked at how likely one was to do certain things regarding climate change. 
Behaviors were split up into two categories. Small behaviors include things such 
as carpooling or recycling, while large behaviors include things such as purchasing 
a hybrid vehicle or purchasing a product aimed to reduce water usage, such as a 
low-flush toilet. The last measure – policy support – looked at whether or not the 
participants would support the government instituting changes to prevent climate 
change. One example policy was “Provide tax rebates for people who purchase 
energy-efficient vehicles.” Answers were recorded on a 1-5 scale ranging from 
“strongly oppose” to “strongly support.” 
Research Hypotheses 
Relationships Between Perceived Risk, Responsibility, 
and Green Behaviors 
Francesca Householder (Advisor: Jim Laird) 
Climate change affects more than just a change in weather; it is linked to 
many other things, such as vegetation, sea level changes, and levels of precipitation. 
Over the years, it has become a major concern. It is a great risk, seeing as how it 
has serious impacts both locally and globally. Some of its effects may be 
irreversible, causing difficulty for both the human population and all other living 
species. The risks associated with climate change are often researched and debated 
upon. Many people wonder why climate change is occurring and how action can be 
taken to make it stop. 
Research conducted by Ferguson and Branscombe (2009) studied how guilt 
influences green behaviors. This is similar to the ways in which responsibility 
influence green behaviors. The study manipulated causes and effects of global 
warming, and then measured collective guilt of the participants. The amount of 
guilt felt by the participants proved to be a reliable factor for determining how 
likely they were to perform green behaviors. 
As presented through research conducted by O’Connor, Richard, and Fisher 
(1999), risk is also an influential factor in leading people to be willing to act and 
support policy. The study shows that risk perceptions and knowledge pertaining to 
climate change are significant in predicting pro-environmental behaviors. Similar 
to this study, one of the measures we will also be focusing on is risk. However, we 
will be splitting it into two categories – personal risk and species/nature risk – to 
determine which is a better predictor of responsibility. To feel at risk, one must 
have an understanding of what is going on. Personal risk may lead to heightened 
responsibility because of the fear or concern that something will happen to you. 
Species/nature risk may do the same in result of a fear that you have for the 
environment. Again, feeling any sort of risk means that there is an understanding of 
a potential threat (climate change). In turn, it may drive others to then feel 
responsible for the problem. 
Discussion 
References 
There were significant results with most, but not all, of the measures we 
tested. We ran two regressions to see how risk affects responsibility. The first 
regression tested the effects personal risk and species risk had on responsibility 
to act, F = 18.43, p < .001, R2 = .406. The second regression tested the effects 
personal risk and species risk had on responsibility for the problem, F = 20.152, 
p < .001, R2 = .43. Both models were significant. 
We ran three regressions to see how responsibility affects behavior. The 
first regression we ran tested the effects responsibility to act and responsibility 
for the problem had on small actions or behaviors, F=10.6, p < .001, R2 = .27. 
The second regression we ran tested the effects responsibility to act and 
responsibility for the problem had on large actions or behaviors, F = 16.6, p < . 
001, R2 = .39. The third and final regression we ran tested the effects 
responsibility to act and responsibility for the problem had on policy support, F = 
37.29, p < .001, R2 = .57. All three models were also significant. 
The overall models shows that risks are leading to responsibilities and 
these responsibilities are leading to these behaviors. Although the overall 
models were statistically significant, some of the individual measures within the 
models were not. Some measures were better predictors of green behaviors than 
others. For example, when looking at the relationships between responsibilities 
and behavior, responsibility to act and responsibility for the problem do not 
significantly account for all of the measures. When looking at small green 
behaviors, responsibility to act does not have a significant impact, β = .257, 
while responsibility for the problem does, β = .305. When looking at large 
green behaviors, however, the results are the opposite. Responsibility for the 
problem does not have a significant impact, β = .156, while responsibility to act 
does, β = .503. Both measures of responsibility significantly predict for policy 
support. Nevertheless, the overall model was statistically significant. 
Ferguson, M., & Branscombe, N. (2009). Collective guilt mediates the effect of 
beliefs about global warming on willingness to engage in mitigation 
behavior. Journal of Environmental Psychology, 30, 135-142. 
O’Connor, R., Bord, R., & Fisher, A. (1999). Risk perceptions, general 
environmental beliefs, and willingness to address climate change. Risk 
Analysis, 19(3), 461-471. 
Abstract 
The present research examines the relationships between risk, responsibility, and 
green behaviors. We studied the different types of risk (personal vs. species/ 
nature) and the effects that they had on different types of responsibility 
(responsibility to act vs. responsibility for the problem). Furthermore, we then 
studied the effects that these responsibilities had on three different types of green 
behavior – small, large, and policy support. Regressions were used to test our 
hypotheses. Our findings show that risk leads to responsibility, and the feeling of 
responsibility then leads to actions. They also show that responsibility to act was 
a better predictor for some actions than responsibility for the problem was, and 
vice versa. This research was drawn from a larger study regarding attitudes and 
climate change. 
The results show that the perception of risk and responsibility are both a 
determining factor of green behaviors. Both personal risk and species/ 
nature risk were equal predictors of responsibility to act and responsibility 
for the problem. The reason they were so statistically similar in their ability 
to affect responsibility may be because people responded to these questions 
in the same way. There was a positive correlation between participants who 
believed climate change was a very large problem for themselves and 
participants who believed it was very large problem for other species. The 
two types of responsibilities, however, had very different results. 
Responsibility for the problem was a stronger predictor of small behaviors 
than was responsibility to act; in contrast, responsibility to act was a 
stronger predictor of large behaviors than was responsibility for the 
problem. This may be because personal risk has more of an impact on 
responsibility to act than does species/nature risk; this being said, those who 
feel a responsibility to act may complete larger green behaviors in order to 
get rid of the personal risk that is being felt. Similarly, those who feel a 
responsibility for the problem may believe or understand that humans are 
contributing to climate change, however, may not feel that they themselves 
are at as great of a risk. Because less of a personal risk is associated with 
responsibility for the problem, people may not feel as driven to do large 
green behaviors because they feel no personal threat. 
There were certain limitations that may have influenced our results. One 
was the types of questions on the survey. A majority of the questions used 
to measure green behaviors were hypothetical. For example, there was a 
section measuring large green behaviors where the participant was 
instructed to indicate how likely they would be to perform the given 
behaviors in the future. This being said, the results are reflective of how risk 
and responsibility lead to the likelihood of green behaviors. Another factor 
that may have influenced our results was the number of participants. With 
any experiment, the more participants you have, the stronger your results 
are. In this case, we had 59 participants. The results may have changed if 
we had more. To eliminate these limitations, future research could focus on 
questions that were all associated with completed behaviors or actions, 
rather than measuring hypothetical behaviors. This way, responsibility and 
risk will be better indicators of when people perform certain green 
behaviors. 
Climate change has become a major concern over the years, as it is a 
great risk to the environment. This being said, it is important to have 
knowledge about why it is occurring, and how action can be taken to reduce 
it. Our results showed that both personal and species/nature risk have 
almost an equal impact on both types of responsibility. In addition, both 
types of responsibility have different impacts on green behaviors. 
Responsibility to act is a better predictor of large behaviors than is 
responsibility for the problem; contrarily, responsibility for the problem is a 
better predictor of small behaviors than is responsibility to act. As 
previously mentioned, the understood threat of climate change may be what 
leads people to feel responsible for the problem in some way. The 
responsibilities are then what drive people to their actions. Knowing what 
factors influence people’s willingness to act can potentially help determine 
what needs to be done to get people to do pro-environmental behaviors.

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Relationships Between Perceived Risk, Responsibility, and Green Behaviors

  • 1. Introduction 1. Personal risk will be a better predictor of both responsibilities than species/ nature risk. 2. Responsibility to act will be a better predictor of small green behaviors than large green behaviors. 2. Responsibility to act will be a better predictor of small and large behaviors than responsibility for the problem. 3. Responsibility for the problem will be a better predictor of policy support than responsibility to act. Methods Results Participants: -59 residents from the greater Worcester, MA area -25 males, 32 females, 2 N/A - 28-85 years old - Participants are from both political parties Procedure: This research is embedded within a larger study conducted by Katie Lacasse under the supervision of Jim Laird, regarding the exploration of how “going green” can influence people’s political opinions regarding climate change as well as their future environmentally-related behaviors. It compares people who started performing a new green behavior to a control group in order to measure how “going green” impacts their political attitudes, climate-related self-perceptions, and their behaviors. Participants were recruited from a multitude of different groups and organizations in the general Worcester area. They were then sent a survey which they completed and mailed back. The survey took roughly 15-20 minutes to complete, and was intended to measure political opinions, personal values, and daily behaviors. Measures: Risk: Risk was broken into two categories. The first category was personal risk. This was measured on the survey with one question, “How much of a problem do you think climate change will be for you and your family?” The participants were then given a scale of five answers they could choose from ranging from “not a problem” to “a very large problem.” The next category was species/nature risk. This was measured on the survey with one question, “How much of a problem do you think climate change will be for other species of plants and animals?” The participants were given the same range of five answers. Responsibility: Responsibility was also broken down into two categories. The first category was responsibility to act. This looked at the amount of responsibility the participant feels he or she has to carry out green behaviors. It was measured by questions such as, “It is important for me to do my part, and change my personal behaviors to help slow climate change.” The participants were given a scale of seven answers they could choose from, ranging from “strongly disagree” to “strongly agree.” The second category was responsibility for the problem. This looked at the amount of responsibility the participant feels he or she has for the actual problems regarding climate change. It was measured by questions such as, “I feel jointly responsible for climate change,” and was given the same scale of seven answers. Green Behaviors: Lastly, types of green behaviors were measured. The survey looked at how likely one was to do certain things regarding climate change. Behaviors were split up into two categories. Small behaviors include things such as carpooling or recycling, while large behaviors include things such as purchasing a hybrid vehicle or purchasing a product aimed to reduce water usage, such as a low-flush toilet. The last measure – policy support – looked at whether or not the participants would support the government instituting changes to prevent climate change. One example policy was “Provide tax rebates for people who purchase energy-efficient vehicles.” Answers were recorded on a 1-5 scale ranging from “strongly oppose” to “strongly support.” Research Hypotheses Relationships Between Perceived Risk, Responsibility, and Green Behaviors Francesca Householder (Advisor: Jim Laird) Climate change affects more than just a change in weather; it is linked to many other things, such as vegetation, sea level changes, and levels of precipitation. Over the years, it has become a major concern. It is a great risk, seeing as how it has serious impacts both locally and globally. Some of its effects may be irreversible, causing difficulty for both the human population and all other living species. The risks associated with climate change are often researched and debated upon. Many people wonder why climate change is occurring and how action can be taken to make it stop. Research conducted by Ferguson and Branscombe (2009) studied how guilt influences green behaviors. This is similar to the ways in which responsibility influence green behaviors. The study manipulated causes and effects of global warming, and then measured collective guilt of the participants. The amount of guilt felt by the participants proved to be a reliable factor for determining how likely they were to perform green behaviors. As presented through research conducted by O’Connor, Richard, and Fisher (1999), risk is also an influential factor in leading people to be willing to act and support policy. The study shows that risk perceptions and knowledge pertaining to climate change are significant in predicting pro-environmental behaviors. Similar to this study, one of the measures we will also be focusing on is risk. However, we will be splitting it into two categories – personal risk and species/nature risk – to determine which is a better predictor of responsibility. To feel at risk, one must have an understanding of what is going on. Personal risk may lead to heightened responsibility because of the fear or concern that something will happen to you. Species/nature risk may do the same in result of a fear that you have for the environment. Again, feeling any sort of risk means that there is an understanding of a potential threat (climate change). In turn, it may drive others to then feel responsible for the problem. Discussion References There were significant results with most, but not all, of the measures we tested. We ran two regressions to see how risk affects responsibility. The first regression tested the effects personal risk and species risk had on responsibility to act, F = 18.43, p < .001, R2 = .406. The second regression tested the effects personal risk and species risk had on responsibility for the problem, F = 20.152, p < .001, R2 = .43. Both models were significant. We ran three regressions to see how responsibility affects behavior. The first regression we ran tested the effects responsibility to act and responsibility for the problem had on small actions or behaviors, F=10.6, p < .001, R2 = .27. The second regression we ran tested the effects responsibility to act and responsibility for the problem had on large actions or behaviors, F = 16.6, p < . 001, R2 = .39. The third and final regression we ran tested the effects responsibility to act and responsibility for the problem had on policy support, F = 37.29, p < .001, R2 = .57. All three models were also significant. The overall models shows that risks are leading to responsibilities and these responsibilities are leading to these behaviors. Although the overall models were statistically significant, some of the individual measures within the models were not. Some measures were better predictors of green behaviors than others. For example, when looking at the relationships between responsibilities and behavior, responsibility to act and responsibility for the problem do not significantly account for all of the measures. When looking at small green behaviors, responsibility to act does not have a significant impact, β = .257, while responsibility for the problem does, β = .305. When looking at large green behaviors, however, the results are the opposite. Responsibility for the problem does not have a significant impact, β = .156, while responsibility to act does, β = .503. Both measures of responsibility significantly predict for policy support. Nevertheless, the overall model was statistically significant. Ferguson, M., & Branscombe, N. (2009). Collective guilt mediates the effect of beliefs about global warming on willingness to engage in mitigation behavior. Journal of Environmental Psychology, 30, 135-142. O’Connor, R., Bord, R., & Fisher, A. (1999). Risk perceptions, general environmental beliefs, and willingness to address climate change. Risk Analysis, 19(3), 461-471. Abstract The present research examines the relationships between risk, responsibility, and green behaviors. We studied the different types of risk (personal vs. species/ nature) and the effects that they had on different types of responsibility (responsibility to act vs. responsibility for the problem). Furthermore, we then studied the effects that these responsibilities had on three different types of green behavior – small, large, and policy support. Regressions were used to test our hypotheses. Our findings show that risk leads to responsibility, and the feeling of responsibility then leads to actions. They also show that responsibility to act was a better predictor for some actions than responsibility for the problem was, and vice versa. This research was drawn from a larger study regarding attitudes and climate change. The results show that the perception of risk and responsibility are both a determining factor of green behaviors. Both personal risk and species/ nature risk were equal predictors of responsibility to act and responsibility for the problem. The reason they were so statistically similar in their ability to affect responsibility may be because people responded to these questions in the same way. There was a positive correlation between participants who believed climate change was a very large problem for themselves and participants who believed it was very large problem for other species. The two types of responsibilities, however, had very different results. Responsibility for the problem was a stronger predictor of small behaviors than was responsibility to act; in contrast, responsibility to act was a stronger predictor of large behaviors than was responsibility for the problem. This may be because personal risk has more of an impact on responsibility to act than does species/nature risk; this being said, those who feel a responsibility to act may complete larger green behaviors in order to get rid of the personal risk that is being felt. Similarly, those who feel a responsibility for the problem may believe or understand that humans are contributing to climate change, however, may not feel that they themselves are at as great of a risk. Because less of a personal risk is associated with responsibility for the problem, people may not feel as driven to do large green behaviors because they feel no personal threat. There were certain limitations that may have influenced our results. One was the types of questions on the survey. A majority of the questions used to measure green behaviors were hypothetical. For example, there was a section measuring large green behaviors where the participant was instructed to indicate how likely they would be to perform the given behaviors in the future. This being said, the results are reflective of how risk and responsibility lead to the likelihood of green behaviors. Another factor that may have influenced our results was the number of participants. With any experiment, the more participants you have, the stronger your results are. In this case, we had 59 participants. The results may have changed if we had more. To eliminate these limitations, future research could focus on questions that were all associated with completed behaviors or actions, rather than measuring hypothetical behaviors. This way, responsibility and risk will be better indicators of when people perform certain green behaviors. Climate change has become a major concern over the years, as it is a great risk to the environment. This being said, it is important to have knowledge about why it is occurring, and how action can be taken to reduce it. Our results showed that both personal and species/nature risk have almost an equal impact on both types of responsibility. In addition, both types of responsibility have different impacts on green behaviors. Responsibility to act is a better predictor of large behaviors than is responsibility for the problem; contrarily, responsibility for the problem is a better predictor of small behaviors than is responsibility to act. As previously mentioned, the understood threat of climate change may be what leads people to feel responsible for the problem in some way. The responsibilities are then what drive people to their actions. Knowing what factors influence people’s willingness to act can potentially help determine what needs to be done to get people to do pro-environmental behaviors.