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. 2022 Sep 5;13:901927. doi: 10.3389/fpsyg.2022.901927

Table 2.

Summary of included publications.

Publication Country Sector Intervention type Effectiveness (++ / + / o / –) Level
Aiken (2018) UK Energy Social influence via motivational interviewing, energy audits, and reimbursement + Community
Araña and León (2016) Spain Mobility and consumption (tourism) Social influence via message framing, time pressure, or pricing policy—RCT using a field experiment with fully consequential choices + Policy
Asensio and Delmas (2015) (in Wynes) See Wynes (USA) See Wynes
(energy)
See Wynes (information and feedback campaign integrating social marketing messages and non-price incentives—RCT incl. survey data) See Wynes
(+ overall, ++ in subgroup with children)
See Wynes (individual)
Barata et al. (2017) Portugal Energy and water Information and feedback campaign—controlled trial incl. survey data + Individual
Beitzen-Heineke et al. (2017) Germany, Austria, Italy Consumption Structural measures—zero packaging grocery stores as an alternative retail concept + Community
Benka-Coker et al. (2018) Ethiopia Energy Structural measures—provision of technology, i.e., less GHG-emitting ethanol cookstoves in (a) a Refugee program and (b) low-income urban intervention + Community
Börner et al. (2015) Netherlands Energy Information campaign + Individual
Bohdanowicz et al. (2011) Europe Energy, water, waste Policies regarding the sustainability of a hotel chain + Policy
Boso et al. (2019) Chile Energy Structural measures—governmental replacement program to replace 39,000 wood-burning stoves in the municipalities of Temuco and Padre Las Casas by 2020 + Policy
Brand et al. (2014) UK Mobility Structural measures—new walking and cycling infrastructure o Community
Büchs et al. (2018) UK Energy Tailored information trial using a carbon calculator interview (RCT) o Individual
Carrico and Riemer (2011) (in Staddon) See Staddon (USA) See Staddon
(energy)
See Staddon (General information, peer education, and feedback) See Staddon
(+)
See Staddon (community)
Casals et al. (2020) UK Energy Gamification + Individual
Cellina et al. (2019) Switzerland Mobility Gamification including feedback and social influence (comparison); RCT study design o (+ in systematic routes in one region) Individual
Chiu et al. (2020) Taiwan Energy Feedback and social influence (persuasive technology, comparison with peers, and rewards) + Individual
Cornelius et al. (2014) USA Energy, food, mobility Information, goal setting, social influence, gamification, feedback in a classroom setting; cluster-RCT study design + Community
Damsø et al. (2017) Denmark Energy Policies and structural measures like renewable energy provision as a default for a municipality ++ Policy
Dawkins et al. (2019) (Review) OECD-countries Consumption Policies and structural measures o /+ (depending on the study) Policy
Dowd et al. (2012) Australia Energy Social influence incl. tailored information, goal setting, and feedback for low-income participants ++ Individual
Fisher and Irvine (2016) (Review) Netherlands (N = 1), UK (N = 3) Energy Social influence incl. information, commitment, and feedback ++ Individual
Hall et al. (2013) Australia Energy Social influence incl. general information + Individual
Hammed et al. (2018) Nigeria Waste (recycling) Social influence incl. practical education ++ Community
Happer and Philo (2016) UK Not specified Social influence via media messages o Individual
Hoicka et al. (2014) Canada Energy Policies and structural measures—provision of audit/tailored information and technical solutions/retrofit improvements for house owners (incl. reimbursement in programs 2 and 4) ++ Individual
Howarth and Roberts (2018) UK Energy Policies and structural measures—provision of audit/tailored information and suggestions for technical solutions/retrofit improvements to households incl. governmental incentive structure (paying back a loan attached to the house via energy bill) o Individual
Howell (2011) UK Energy, food, mobility Social influence via message framing using a movie o Individual
Howell (2012) (in Fisher) See Fisher (UK) See Fisher (energy) See Fisher (Social influence incl. information, commitment, and feedback) See Fisher (++) See Fisher (individual)
Iweka et al. (2019)(Review) See Fisher, others not specified Energy General information (energy labels, prompts), tailored information (energy audits), social influences (norms, block leader), goal setting and commitments, feedback, gamification, incentives o (general information, incentives)
+ (tailored information, norms)
++ (commitments, goal setting, feedback, gamification, block leaders)
Individual, community
Jacobsen et al. (2013) USA Energy Policies and structural measures—state-sanctioned, green-electricity options program to fund the development of renewable energy systems incl. commitment (“municipality pledge”) and earning points for residential signups to earn incentives for the community (solar panels) ++ Individual, community
Jorgensen et al. (2021) Australia Energy Information—two experiments with students in residential halls (as consumers, who are not billed for energy consumption) with information about reducing energy consumption during the peak demand period—additionally, experiment 1 used normative feedback, and experiment 2 used normative feedback and prompts/reminder notifications at different time points, RCT study design. + Individual, community
Keall et al. (2015) New Zealand Mobility Structural measures—public investment in infrastructure for walking and cycling plus social influence (social marketing) compared with a control group (two other cities with similar characteristics) + Individual
Kelly et al. (2013) (Review) Not specified Food Social influence, goal setting, feedback, general information; six studies were RCTs o/+ (depending on the study, changes were not maintained at follow-up) Individual
Kurz (2018) Sweden Food Nudging (changing menu order and visibility of dish—vegetarian dish was moved to the top of the menu and visible at the point of decision-making) compared to control restaurant with similar characteristics + (positive change maintained even 13 weeks after intervention) Individual
Laakso (2017) Finland Mobility Social influence and commitment—household has to sell one car and receives free travel cards for local (bus) services incl. survey data and follow-up ++
(the positive change was mostly maintained at follow-up)
Individual
Largo-Wight and Wight (2013) USA Waste (recycling) Structural measures and nudging—adding indoor opportunities to recycle cans and bottles compared with only-outdoor-receptacles control ++ Individual
Malan et al. (2020) USA Food Education—one-unit seminar course “Foodprint seminar” at universities regarding food systems and sustainability incl. surveys to assess climate change self-efficacy amongst other things + Individual, community
Marchand et al. (2015) UK Energy Policies and structural measures—provision of audit/tailored information and suggestions for technical improvements to households incl. free of charge installation + Individual
Matsui et al. (2014) Japan Energy Feedback on electricity usage and general information compared to control o
(- for one household because of their changed circumstances during intervention)
Individual
Meloni et al. (2011) Italy Mobility Policies with an activity-travel-measurement app and personal weekly maximum amount of personal carbon emissions (cap) incl. commitment and general information + Individual
Morris et al. (2016) Australia Energy Policies and structural measures—solar city project; social influences (in-home energy assessment incl. tailored information and free-of-charge replacements/installations), commitment, gamification (competition), and residents asked to host solar panels of power providers on their roofs to reduce emissions without direct benefit ++ Individual, community
Mrkajic et al. (2015) Serbia Mobility Structural measures—providing a secure bicycle parking facility incl. survey data, comparison with control + Individual
Nishida et al. (2016) Japan Energy Policies—Cap-and-Trade Program for energy consumption-related emissions in buildings incl. goal setting and social/organizational approaches (performance disclosure and certification system) ++ Policy
Ornaghi et al. (2018) UK Energy Social influence—motivating messages incl. general or tailored information about window management during the heating season compared to control with similar characteristics + (changes maintained at follow-up for tailored information) Individual
Quested et al. (2013) UK Food Social influence incl. education—Love Food Hate Waste messages, recipes, tips, and training to encourage the use of food rather than a reduction in waste + Individual, community
Reeves et al. (2014) UK Energy, food, mobility, consumption Social influence—Support for community-led actions and initiatives + Community
Revell (2014) UK Energy On-site energy audits incl. tailored information, installing easy measures and suggestions for further technical improvements for households plus survey data + (but no actual behavior change) Individual
Ro et al. (2017) (in Iweka) USA See Iweka
(energy)
See Iweka (Gamification incl. online game, receiving credits for completed tasks, team competition, leaderboard) See Iweka
(+)
(+ and positive behavior changes maintained at follow-up)
See Iweka (individual)
Ruiz-Tagle and Schueftan (2021) Chile Air pollution Nudging and information—information sign as a magnet above the stove's setting, including visits/phone calls to households; RCT incl. survey data) + Individual
Schultz et al. (2015) USA Energy Social influence (social marketing)—in-store and school-based events to make people purchase and install LED light bulbs, incl. commitment, education, and rebates compared to control stores + for electricity consumption behavior change Individual
Sintov et al. (2016) See Wynes (USA) See Wynes
(energy)
See Wynes (Gamification [competition with incentives], general information, and feedback on electricity usage plus survey data) See Wynes
(+)
See Wynes (individual)
Staddon et al. (2016) (Review) USA (N = 10), UK (N = 5), Netherlands (N = 3), Canada (N = 2), Sweden (N = 1), and Singapore (N = 1) Energy (N = 22) Social influence via volunteers in workplace, meetings, general or tailored information and education, feedback, goal setting, gamification (competition and challenges), structural measures (e.g., building renovation) ++ (eight studies), + (12 studies) Individual, community
Wang and Boggio-Marzet (2018) Spain Mobility Education—eco-driving training to apply emission and fuel consumption-reducing techniques + Individual
West et al. (2019) UK (N = 1), Sweden (N = 1) Energy, food, consumption, mobility Tailored information using a Carbon Footprint Calculator o Individual
Wynes et al. (2018) (Review) USA (N = 15), Denmark (N = 4), Sweden (N = 3), China (N = 1), India (N = 1), South Africa (N = 1) Energy (N = 29), food (N = 6), mobility (N = 5) Nudging (food, energy), information, feedback, social influences incl. goal setting, commitment, gamification (competition) +/++ depending on the study Individual