Showing posts with label behavioral science. Show all posts
Showing posts with label behavioral science. Show all posts

Thursday, September 5, 2024

Exposure to Other Religions Could Help Stem Science Denial

Insights by Stanford Business, September 5, 2024

by Theodore Kinni


Researchers and educators should think about how scientific information will be perceived by people of different religions, says Yu Ding. | iStock/Aleksei Morozov/JakeOlimb/Rinat Khairitdinov

When someone rejects scientific findings that collide with their religion, it may be seen as a sign of their strongly held beliefs. Yet religiosity alone does not explain why some believers are skeptical of science. A multifaceted new study by Yu Ding, an assistant professor of marketing at Stanford Graduate School of Business, finds that there is another strong predictor of science denial: how much exposure religious people have to members of other faiths.

As Ding reviewed studies of religious intensity and science denial, he found several unanswered questions. For instance, why don’t all religious people find their faith incompatible with science? Quakers and Jews often have strong religious convictions yet are well represented in the STEM disciplines. Likewise, why does individual religious intensity not account for geographic variations in levels of science denial? A Pew Research Center study found that 42% of Muslim respondents in Tunisia believe there is a “general conflict” between religion and science versus 16% of Muslim respondents in Morocco.

This led Ding, along with professors Gita Johar and Michael Morris of Columbia Business School, to examine a lack of religious diversity as a pathway to science denial. The trio hypothesized that science denial may arise from religious intolerance — an unwillingness to accept any view that contradicts the accepted dogma — and that intolerance may be the result of a lack of religious diversity within a particular area. Read the rest here.

 

Sunday, March 10, 2024

What People Really Think About Search Engine Ads. (You Might Be Surprised.)

Insights by Stanford Business, March 7, 2024

by Theodore Kinni


iStock/Nuthawut Somsuk

Revenues from search ads are expected to exceed $300 billion in 2024 — making search the world’s largest advertising channel online or off. The ads are essential to search companies, but their value to users, who collectively make more than 1.2 trillion queries per year on Google alone, has always been something of a mystery.

Some experts argue that search ads are intrusive and even scammy — a distraction users must tolerate in exchange for free access to search engines. Others see the ads as a convenience, enhancing the search experience by offering users additional information and easy access to products and services related to their interests. “The utility of search advertising has been a controversial question and people have written positive and negative points of view on it in the media for a long time,” says Navdeep Sahni, an associate professor of marketing at Stanford Graduate School of Business. “But it is a question that needs to be answered with data.”

Sahni now has that data. Sahni and Charles Zhang, PhD ’22, then a GSB graduate student focused on quantitative marketing, got it from real users and real ads in a large-scale field experiment on a widely used U.S. search engine. While there has been copious research on the efficacy of search advertising for ad buyers, this experiment was unique for its scale and empirical focus on the value of ads to search users.

Collected over a period of five months in 2017, the data reports on queries submitted to the search engine by nearly 3 million unique users. For two months in the middle of the experiment, half of the users saw search results that included the usual number of ads that appear among the top results and in the middle of the page, known as mainline ads. “Whenever there’s a search query,” Sahni explains, “search engines use a proprietary algorithm that scores every ad that could appear with the results. Only those ads whose quality exceeds a certain preset threshold get placed in the mainline positions.” These ads are the most visible on the page and have the most effective positioning.

During the same two-month period, the search engine tweaked its ad-scoring algorithm so that the other half of the user group saw fewer mainline ads with their results. “The experiment increased the threshold cutoff of that algorithm just enough so that 17% of the ads that would have received mainline positions got pushed to less visible positions on the side of the page,” Sahni explains. Read the rest here.

Sunday, November 26, 2023

Diversity Nudges

Learned a lot lending an editorial hand here:

MIT Sloan Management Review, November 21, 2023

by Paola Cecchi-Dimeglio



Roy Scott/Ikon Images

Despite their commitments to diversifying their workforces, many companies continue to struggle with attracting, hiring, and retaining employees from underrepresented groups.

Achieving workplace diversity is not easy, but leaders can target, address, and nudge specific data points and thoughtfully incentivize behaviors that support it. These interventions are often small, easy to implement, and inexpensive, but when they are applied to choices, processes, and organizational levers in the attraction, recruitment, onboarding of people and along the employee path cycle, they can help make a workplace more diverse and inclusive.

Nudges That Attract Diverse Talent

The conversion rates (CRs) at one e-commerce giant were below target within certain segments of shoppers, including lower-income people of color and middle-income LGBTQIA+ people. Meanwhile, the company’s primary competitor had successfully hired more women, Black and Latine people, Pacific Islanders, and LGBTQIA+ persons in marketing, behavioral analysis, and other roles, and their diverse perspectives were translating into higher CRs.

The company launched a major campaign to attract diverse talent. It engaged a search firm that cast a national net and ran print and digital ads that highlighted the company’s commitment to diversity and inclusion. Then leadership sat back and waited for those diverse candidates to appear. Views of the online job posting peaked around three and a half weeks after the advertising blitz but flatlined by the seventh week. Fewer than 11% of site visitors applied for a position. Only three applicants were interviewed; two received offers, one of which was declined. In other words, if you build it — with impressive resources and at great expense — they still might not come.

As this company discovered, it is not enough to simply gain the attention of the potential candidates you seek to attract. Converting appropriate talent to applicants and candidates requires additional outreach and cultivation. Individuals from underrepresented demographics — including people of color, those who identify as LGBTQIA+, and people with disabilities — often have fewer contacts at competitive employers and know fewer people who can help them navigate the application process. Organizations that want to increase diversity can attract more candidates from underrepresented groups by using nudges — modifications in the language and content presented in the talent acquisition process — in ways that help generate a diverse candidate pool, maintain the pool throughout the process, encourage top candidates to accept job offers, and help keep them onboard.

Nudges can help build trust and reduce information asymmetries early on. In one such intervention, a company displayed the numbers of women and underrepresented individuals among its leadership, as well as its diversity and inclusion goals and a timeline, beside an online job posting. A video at the bottom right of the screen featured the CEO speaking about his commitment to inclusion and diversity. This intervention increased the percentage of women and underrepresented groups that applied by 22% in the short term and 18% over the long term. Candidates from diverse socioeconomic backgrounds rose by 17% overall. And, importantly, the conversion rate from applying for a job to accepting a position rose by 8 percentage points. Read the rest here.