Bagging a Greener Future: Social Norms Appeals and Financial Incentives in Promoting Reusable Bags Among Grocery Shoppers
Abstract
1. Introduction
1.1. Social Norms Appeals and Pro-Environmental Behaviors
1.1.1. Static Descriptive and Injunctive Norms
1.1.2. Dynamic Descriptive and Injunctive Norms
1.2. Financial Incentives and Pro-Environmental Behaviors
1.3. Social Norm Appeals and Financial Incentives
2. Materials and Methods
2.1. Participants
2.2. Research Design and Procedures
2.3. Message Stimuli
2.4. Measures
3. Results
3.1. Random Assignment and Identification of Covariates
3.2. Test the Hypotheses and Answer Research Questions (RQs)
4. Discussion
4.1. Implications
4.2. Limitations and Future Research
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Map of the Data Collection Locations
Appendix B. Screenshots of the Video Used in the Experiment
Appendix C. Message Stimuli
Appendix D. Results of Regression Analysis for Identifying Covariates
95.0% Confidence Interval for B | |||||||
Unstandardized B | Standard Error | Standardized β | t | p | Lower Bound | Upper Bound | |
(Intercept) | 0.06 | 0.47 | 0.13 | 0.90 | −0.86 | 0.99 | |
Age | 0.01 | 0.00 | 0.08 | 2.18 | 0.03 | 0.00 | 0.01 |
Gender | 0.04 | 0.07 | 0.02 | 0.67 | 0.51 | −0.09 | 0.17 |
Education | −0.03 | 0.02 | −0.03 | −1.07 | 0.29 | −0.07 | 0.02 |
White (1) | 0.02 | 0.14 | 0.01 | 0.18 | 0.86 | −0.25 | 0.29 |
Black (1) | −0.11 | 0.17 | −0.03 | −0.61 | 0.55 | −0.45 | 0.24 |
Household Size | 0.00 | 0.03 | 0.00 | −0.09 | 0.93 | −0.05 | 0.05 |
Income | 0.01 | 0.02 | 0.01 | 0.32 | 0.75 | −0.03 | 0.05 |
Single (1) | 0.01 | 0.23 | 0.01 | 0.05 | 0.96 | −0.44 | 0.46 |
Married (1) | 0.04 | 0.22 | 0.02 | 0.17 | 0.86 | −0.40 | 0.48 |
Separated/Divorced/Widowed (1) | −0.08 | 0.23 | −0.03 | −0.33 | 0.74 | −0.53 | 0.37 |
Religious (1) | 0.12 | 0.07 | 0.06 | 1.87 | 0.06 | −0.01 | 0.25 |
Republican | 0.26 | 0.25 | 0.11 | 1.03 | 0.30 | −0.23 | 0.75 |
Democrat | 0.30 | 0.25 | 0.13 | 1.18 | 0.24 | −0.20 | 0.80 |
Independent | 0.29 | 0.25 | 0.12 | 1.16 | 0.25 | −0.20 | 0.78 |
Liberal-Conservative | 0.00 | 0.01 | −0.02 | −0.46 | 0.65 | −0.01 | 0.01 |
Prior Plastic Bags Usage | 0.00 | 0.00 | −0.03 | −0.61 | 0.54 | −0.00 | 0.00 |
Prior Reusable Bags Usage | 0.00 | 0.00 | 0.13 | 3.17 | 0.00 | 0.00 | 0.01 |
Weekly Shop Trip | −0.02 | 0.02 | −0.03 | −0.91 | 0.36 | −0.05 | 0.02 |
Shop Responsibility | −0.08 | 0.06 | −0.04 | −1.35 | 0.18 | −0.20 | 0.04 |
Shop Mode | −0.01 | 0.08 | 0.00 | −0.14 | 0.89 | −0.17 | 0.14 |
Environmental Concerns | 0.14 | 0.04 | 0.12 | 3.40 | <0.001 | 0.06 | 0.22 |
Attitudes | 0.65 | 0.05 | 0.53 | 13.70 | <0.001 | 0.56 | 0.74 |
adjusted R2 = 0.45, F(22, 696) = 27.24, p < 0. 001 |
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Percentage | Mean (SD) | |
---|---|---|
Race/Ethnicity (2022 U.S. Census Data) | ||
Asian/Asian American | 6.8 (6.3) | |
Black or African American | 14.4 (13.6) | |
Native American or Alaskan Natives | 0.4 (1.3) | |
Pacific Islander/Native Hawaiian | 0.2 (0.3) | |
White | 74.5 (75.5) | |
Bi- or Multiracial | 2.8 (3) | |
Other/Prefer not to answer | 0.9 | |
Hispanic or Latino (collected separately from racial identity) | 17.9 (19.1) | |
Marital Status | ||
Single (never married) | 32.8 | |
Married | 43.1 | |
Separated | 1.7 | |
Divorced | 13.5 | |
Widowed | 6.5 | |
In a relationship/cohabitation | 0.4 | |
Other/Prefer not to answer | 2.1 | |
Education | ||
Less than high school | 2.4 | |
High school graduate | 21.5 | |
2-year associate degree | 11.9 | |
Some college (without receiving a degree or diploma) | 22.6 | |
4-year college degree | 25.1 | |
Master or professional degree | 12.6 | |
Doctorate | 2.8 | |
Other | 1 | |
Household Income | ||
Less than USD 25,000 | 24 | |
USD 25,000 to USD 34,999 | 15.8 | |
USD 35,000 to USD 49,999 | 16 | |
USD 50,000 to USD 74,999 | 16.3 | |
USD 75,000 to USD 99,999 | 11.9 | |
USD 100,000 to USD 149,999 | 9.4 | |
USD 150,000 to USD 199,999 | 4.4 | |
USD 200,000 or more | 2.1 | |
Household Composition | ||
Live with how many people | 1.53 (1.45) | |
Live alone | 27.9 | |
Live with parents | 10.5 | |
Live with spouse/partner/cohabitant | 51 | |
Live with children | 30.8 | |
Live with grandchildren/siblings/in-laws | 11.9 | |
Live with non-immediate relative(s)/friends/others | 7 | |
Political Ideology | ||
Liberal (1)—Conservative (9) | 5.08 (2.51) | |
Republican | 28.2 | |
Democrat | 38.6 | |
Independent | 30.7 | |
Others/Prefer not to answer | 2.5 | |
Religious Beliefs | ||
Religious (Yes)—Specified below | 44.3 | |
Christian (including all denominations, such as Protestant, Baptist, Church of Christ) | 61.1 | |
Catholic | 29.8 | |
Orthodox | 0.6 | |
Islamic | 1.9 | |
Jewish | 2.8 | |
Hindu | 0.9 | |
Other | 2.8 | |
Grocery Shopping Behaviors | ||
Weekly trips to the stores | 3.31 (1.93) | |
Shop mode—physical stores | 68.1 | |
Shop mode—both online and in-store | 31.9 | |
Grocery Shopping Responsibilities | ||
Responsible for most of the time | 74.8 | |
Share the responsibilities equally within household | 20.3 | |
Shop for groceries sometimes, but not the primary shopper | 4.9 | |
Grocery Stores Visited Most Frequently (Top Five) | ||
Walmart | 26.71 | |
Local store | 12.44 | |
ALDI | 8.86 | |
Kroger’s/Fry’s | 8.23 | |
Target | 7.84 | |
Reasons for Grocery Store Selection (highest rating-lowest) | ||
Convenience—close to where I live | 18.89 | |
A variety of item selections to meet my needs | 17.63 | |
Comparable lower price | 16.29 | |
Good service (e.g., friendly staff, reasonable return policy) | 10.47 | |
Nice shopping environment | 9.29 | |
Easy parking | 7.41 | |
Member-exclusive offers/benefits | 7.05 | |
Curbside pickup service available | 4.71 | |
Environment-friendly corporate values or missions | 3.80 | |
Free plastic/paper bags are available | 3.79 | |
Other reasons | 0.67 | |
Knowledge on Bag Policies (self-reported; may not reflect the truth) | ||
I need to pay for bags provided by stores or retailers where I live. | 24.3 | |
All bags are free of charge where I live. | 67.9 | |
Not sure | 7.8 |
Variables (N = 1019) | M | SD | α | 1 | 2 | 3 | 4 |
---|---|---|---|---|---|---|---|
1. Attitudes | 3.62 | 0.88 | 0.90 | ||||
2. Prior Plastic Bag Usage † | 53.89 | 38.65 | -- | −0.36 *** | |||
3. Prior Reusable Bag Usage † | 26.11 | 35.63 | -- | 0.35 *** | −0.73 *** | ||
4. Environmental Concerns | 4.06 | 0.94 | 0.89 | 0.57 *** | −0.14 *** | 0.12 *** | |
5. Behavioral Intentions | 3.42 | 1.12 | 0.91 | 0.60 *** | −0.30 *** | 0.33 *** | 0.42 *** |
Message Stimuli | N | M | SD | SE | Coefficient of Variation |
---|---|---|---|---|---|
Control—Environmental Message | 71 | 3.51 | 1.15 | 0.14 | 0.33 |
Static Descriptive Norms | 62 | 3.33 | 1.11 | 0.14 | 0.33 |
Static Injunctive Norms | 69 | 3.74 | 0.99 | 0.12 | 0.27 |
Discount | 69 | 3.01 | 1.02 | 0.12 | 0.34 |
Surcharge | 72 | 2.99 | 0.98 | 0.12 | 0.33 |
Dynamic Descriptive Norms | 72 | 3.64 | 1.09 | 0.13 | 0.30 |
Dynamic Injunctive Norms | 69 | 3.49 | 1.27 | 0.15 | 0.36 |
Static Descriptive Norms × Discount | 68 | 3.39 | 1.18 | 0.14 | 0.35 |
Static Descriptive Norms × Surcharge | 71 | 3.53 | 0.98 | 0.12 | 0.28 |
Static Injunctive Norms × Discount | 59 | 3.57 | 1.19 | 0.15 | 0.33 |
Static Injunctive Norms × Surcharge | 71 | 3.48 | 1.16 | 0.14 | 0.33 |
95% CI for Mean Difference | |||||||
---|---|---|---|---|---|---|---|
Comparisons | Estimate | Lower | Upper | SE | df | t | p |
RQ1 | |||||||
Static DN vs. Static IN | 0.32 | 0.03 | 0.62 | 0.15 | 739 | 2.15 | 0.03 |
H1 | |||||||
Static DN vs. Dynamic DN | 0.29 | −0.68 | 0.59 | 0.15 | 739 | 1.96 | 0.05 |
RQ2 | |||||||
Dynamic DN vs. Dynamic IN | −0.09 | −0.37 | 0.20 | 0.15 | 739 | −0.59 | 0.56 |
RQ3 | |||||||
Static IN vs. Dynamic IN | −0.12 | −0.40 | 0.17 | 0.15 | 739 | −0.79 | 0.43 |
H2 | |||||||
Surcharge vs. Discount | 0.05 | −0.23 | 0.34 | 0.15 | 739 | 0.37 | 0.71 |
RQ4 | |||||||
(Static DN, Static IN) vs. (Surcharge, Discount) | 0.85 | 0.44 | 1.26 | 0.21 | 739 | 4.05 | <0.001 |
(Dynamic DN, Dynamic IN) vs. (Surcharge, Discount) | 1.03 | 0.62 | 1.43 | 0.21 | 739 | 5.00 | <0.001 |
(Static DN, Static IN) vs. Surcharge | 0.90 | 0.41 | 1.40 | 0.25 | 739 | 3.57 | <0.001 |
(Static DN, Static IN) vs. Discount | 0.80 | 0.29 | 1.30 | 0.26 | 739 | 3.10 | 0.002 |
(Dynamic DN, Dynamic IN) vs. Surcharge | 1.08 | 0.59 | 1.57 | 0.25 | 739 | 4.33 | <0.001 |
(Dynamic DN, Dynamic IN) vs. Discount | 0.97 | 0.47 | 1.47 | 0.25 | 739 | 3.83 | <0.001 |
RQ5 (Both DN and IN are static norms) | |||||||
(DN × Surcharge, DN × Discount, IN × Surcharge, IN × Discount) vs. all other messages | 4.19 | 0.58 | 7.80 | 1.84 | 739 | 2.28 | 0.02 |
(DN × Surcharge, DN × Discount) vs. all other messages | 0.44 | −1.00 | 1.87 | 0.73 | 739 | 0.60 | 0.55 |
(IN × Surcharge, IN × Discount) vs. all other messages | 1.66 | 0.18 | 3.13 | 0.75 | 739 | 2.21 | 0.03 |
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Liu, R.W.; Foerster, T.A.; Zhuang, J. Bagging a Greener Future: Social Norms Appeals and Financial Incentives in Promoting Reusable Bags Among Grocery Shoppers. Sustainability 2025, 17, 4157. https://doi.org/10.3390/su17094157
Liu RW, Foerster TA, Zhuang J. Bagging a Greener Future: Social Norms Appeals and Financial Incentives in Promoting Reusable Bags Among Grocery Shoppers. Sustainability. 2025; 17(9):4157. https://doi.org/10.3390/su17094157
Chicago/Turabian StyleLiu, Rain Wuyu, Taylor Ann Foerster, and Jie Zhuang. 2025. "Bagging a Greener Future: Social Norms Appeals and Financial Incentives in Promoting Reusable Bags Among Grocery Shoppers" Sustainability 17, no. 9: 4157. https://doi.org/10.3390/su17094157
APA StyleLiu, R. W., Foerster, T. A., & Zhuang, J. (2025). Bagging a Greener Future: Social Norms Appeals and Financial Incentives in Promoting Reusable Bags Among Grocery Shoppers. Sustainability, 17(9), 4157. https://doi.org/10.3390/su17094157