Behavioural Insights Projects
Discover projects applying behavioural science to policy from around the world. Add your own projects, whether completed or still ongoing, to contribute knowledge on BI applications across different countries, policy areas, and topics of interest.

Number of BI projects:
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Legend: Projects status
- Pre-registered project
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BI Project
Canada Carbon Rebate (CCR; formerly known as Climate Action Incentive Payment) is a tax-free, quarterly payment paid to Canadians by the federal government in eligible provinces to offset the costs of federal pollution pricing. According to recent results from the Program of Applied Research on Climate Action (PARCA), eligible Canadians have low awareness of CCR and think that carbon price costs them more than they receive in CCR payment. In fact, support for carbon pricing has been declining…
BI Project
Energy savings achieved with energy consumption managers: what impacts does feedback have on…
A series of controlled randomised experiments was conducted to examine the savings effects for households of three types of energy consumption managers tools: an email + web application, an app installed on a smartphone or tablet and an in-home display. Energy savings could only be established for the in-home display: almost 7% on natural gas and over 2% on electricity consumption.
Why this experiment was conducted: The Netherlands' climate targets
Energy consumption by Dutch households…
This study focused on switching in payment accounts and mortgages, exploring the reasons why consumers do not switch and possible behavioural remedies.
To support building the pipeline of skilled workers in Ontario, the Ministry of Labour, Immigration, Training and Skills Development (MLITSD) introduced the Skilled Trades Strategy (STS) in 2020 which aims to modernize the skilled trades and apprenticeship system by breaking the stigma and attracting more young people to the skilled trades, simplifying the system, and encouraging employer participation. In collaboration with MLITSD, the Ontario Behavioural Insights Unit (BIU) plans to run a…
BI Project
Working more hours to combat teacher shortages: How can teachers be motivated to increase their work…
In a vignette survey, teachers in primary, secondary and post-secondary vocational education were asked whether they would like to work more hours − with and without incentives. The survey shows that their willingness to do so can be increased to varying degrees by offering them bonuses, additional employee benefits and a combination of both.
Why this experiment was conducted: teacher shortages
The government has identified significant staff shortages in primary and secondary education. It is…
Avoiding electrical waste and promoting the manufacture of and demand for sustainable electrical products are key goals for the Federal Government. To this end, transparency for consumers is to be improved. Whether a lifespan label for electrical products can help achieve this aim was tested in an empirical study. The findings show that a lifespan label would lead to 3 out of 100 consumers opting for a more expensive product with a longer lifespan. When the lifespan was combined with information…
The NYC Behavioral Design Team provided an additional reminder to Supplemental Nutrition Assistance Program (SNAP) clients that they would lose their benefits if they did not complete the SNAP recertification process. Highlighting the consequences and including attention-grabbing icons made this NYC BDT supplemental SNAP recertification notice more salient and actionable for clients.
Home Energy Label
BI Project
Enhanced cybersecurity of SMEs: Can a phishing test make companies less vulnerable to cyberattacks?
Small and Medium-sized Enterprises are particularly vulnerable to cyberattacks. A large-scale field experiment amongst SME employees showed that a phishing test is effective in the short term, but not in the medium or long term.
Why this experiment was conducted: SMEs are vulnerable to cyberattacks
Phishing is one of the most common types of cybercrime and is frequently the precursor to additional cyber threats, including malware and ransomware attacks. SMEs are vulnerable, with many of them…
BI Project
Give Your Car (and Wallet) a Break: Enabling more Sustainable Commutes in Pristina, Kosovo
Air pollution is a serious health and environmental problem in many cities, including Pristina, Kosovo, where poor air quality is a frequent issue. Private cars and taxis are a major mode of transportation in Pristina, contributing significantly to both pollution and congestion, which is most problematic at peak traffic hours when individuals commute to and from work. To tackle this issue, ideas42 partnered with the UNDP Kosovo to design a behavioral intervention with the unifying slogan, "Give…