Search Results for: bias

AI displays bias when judging people, and that matters for some of its most common uses

AI displays bias when judging people, and that matters for some of its most common uses

by • AI, News

AI systems don’t just process information; they systematically ‘judge’ people in ways that resemble human trust, but with important differencesAI systems don’t just process information; they systematically ‘judge’ people in ways that resemble human trust, but with important differences, according to a new study by researchers at the Hebrew University of Jerusalem (HU). The results have implications for some of the most common ways AI is already being used as a decision-maker and opinion-former, especially in recruitment and law. According to the new study in Proceedings of the Royal Society A by Prof. Yaniv Dover and Valeria Lerman of the Hebrew University Business School, the reason is both reassuring and deeply unsettling. (more…)

Business leaders wary that greater workplace flexibility could encourage ‘proximity bias’

Business leaders wary that greater workplace flexibility could encourage ‘proximity bias’

by • Flexible working, News, Working lives

flexibilityWith the vast majority (86 percent) of UK businesses planning to offer employees greater flexibility around where they work, leaders are focused on ensuring employees feel included regardless of their location, according to new research from LinkedIn. This comes as LinkedIn has seen a 97 percent increase in remote jobs being advertised on the platform in the UK from September 2020 to September 2021. (more…)

We need to acknowledge our bias if we want to see the world for what it is

We need to acknowledge our bias if we want to see the world for what it is

by • Comment, Wellbeing, Working lives

We’re all biased. We all recognise the sharp bump of our critical thinking skills kicking into life when confronted with ideas and information that go against our beliefs. We know how they doze in the comforting embrace of affirming data. So, it’s been entertaining this week to observe the reaction to the large-scale academic study of 10,000 IT workers which found that they had worked 30 percent longer hours while working from home, a fifth of it outside their normal times of work, without actually doing any more work. In essence their productivity had fallen by 20 percent in spite of their increased hours. (more…)

Learning by observation reduces cognitive bias, research suggests

Learning by observation reduces cognitive bias, research suggests

by • News, Working culture, Workplace design

Research from the Business School (formerly Cass) suggests that observing others’ decision-making can teach people to make better decisions themselves. The study, co-authored by Professor Irene Scopelliti, Professor of Marketing and Behavioural Science, tested the effectiveness of a new debiasing learning strategy and claims the first evidence that watching others make decisions can improve our own decision making. (more…)

Employers failing to tackle age bias in recruitment

Employers failing to tackle age bias in recruitment

by • News, Working culture

biasEmployers are failing to identify and tackle potential age bias in their recruitment process, with most employers interviewed not seeing it as a ‘problem’ in their organisation, according to a new report by the Centre for Ageing Better. (more…)

New centre will assess potential for bias in algorithmic decision-making

New centre will assess potential for bias in algorithmic decision-making

by • News, Technology

The potential for bias in the use of algorithms in crime and justice, financial services, recruitment and local government will be investigated by the UK government’s new Centre for Data Ethics and Innovation (CDEI). The CDEI will explore the potential for bias in existing systems and to support fairer decision-making. This may include increasing opportunities for those in the job market in existing recruitment and financial services systems. It will also explore opportunities to boost innovation in the digital economy. (more…)

Recruitment via artificial intelligence must be monitored to avoid adopting human bias

Recruitment via artificial intelligence must be monitored to avoid adopting human bias

by • AI, News, Technology, Workplace

Recruitment via artificial intelligence must be reviewed to avoid adopting human biasArtificial intelligence systems need to be accountable for human bias at AI becomes more prevalent in recruitment and selection, attendees at the Employers Network for Equality & Inclusion’s annual conference have been warned. Hosted by NatWest, the conference, Diversity & Inclusion: The Changing Landscape heard from experts in ethics, psychology and computing. They explained that AIs learnt from existing data, and highlighted how information such as performance review scores and employee grading was being fed in to machines after being subjected to human unconscious bias.  Dr David Snelling, the programme director for artificial intelligence at technology giant Fujitsu, illustrated how artificial intelligence is taught through human feedback. Describing how huge data sets were fed into the program, David explained that humans corrected the AI when it used that data to come to an incorrect conclusion, using this feedback to teach the AI to work correctly. However, as this feedback is subject to human error and bias, this can become embedded in the machine.

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Employer bias is undermining business innovation and potential says OU

by • Legal news, News, Workplace

 

Over a quarter of senior managers hire people just like them, and this bias is still rife in some organisations, according to new market research commissioned by The Open University. The study amongst business leaders and employees finds that three in 10 (29 percent) senior managers admit they hire people just like them, and warns employers may be overlooking candidates from different social and educational backgrounds, impacting access to talent, and hindering business innovation and performance as a result. Employers place significant importance on educational attainment (86 percent), cultural fit (77 percent), tastes and leisure pursuits (65 percent), and even social background (61 percent). Considering the typical social make up of managers, this raises concerns about diversity, a key driver of innovation, and hints at a glass ceiling for those from less privileged backgrounds, with the re-enforcement of the historical class system. The issue is prevalent in both recruitment and employment, with bias creating a ‘degree premium’, particularly at entry level.

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Gender, race, age and sex bias still pervades UK working life

Gender, race, age and sex bias still pervades UK working life

by • Legal news, News, Wellbeing, Workplace

Gender, race, age and sex bias still pervades UK working life

One in four (27 percent) women have been victims of sexism in the workplace and ageism, racism and homophobia continue to mar the working lives of minority groups claims new research. With high-profile reports of sexual harassment and assault in the entertainment industry dominating headlines, the Office Culture report, from Opinium Research, examined gender, race, age and sex biases that pervade modern UK working life and found that over 2.5 million women (20 percent) report being a victim of sexual harassment in the workplace, yet two thirds (67 percent) of women who have experienced this have not reported it to their company. Similarly, despite a perceived cultural improvement in race relations, only half (55 percent) of those subjected to racial discrimination have reported such incidents to somebody in their company. However, ageism is the least reported of all with almost three-quarters (72 percent) of incidents going unnoticed; of those that did report ageism, a quarter (25 percent) of cases were not acknowledged. Action taken on incidents of homophobia were also low; with over a third (43 percent) of cases not being dealt with after the acknowledgement.

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Three in five of UK employees with a disability have experienced bias from employers

Three in five of UK employees with a disability have experienced bias from employers

by • Legal news, News, Wellbeing, Workplace

Three in five of disabled workers have experienced bias from employers

Over half (51 percent) of people with a physical disability say that they had taken pains to hide their condition from employers when applying for a job, with that figure increasing to 60 percent when it came to those suffering from a mental health issue, a new survey has claimed. The reason, suggests the research from Badenoch & Clark – is that three in five (60 percent) UK employees with a disability have experienced bias in the workplace, in comparison to just 35 percent of those without a disability. Worryingly, the report, ‘Inspiring Inclusion in the Workplace’, also found that two thirds of those with a mental disability (65 percent), and 45 percent of those with a physical disability believe that their organisation does not offer an inclusive environment. Unsurprisingly then, the research further revealed that around half (48 percent) of disabled candidates have either left a job or not applied for a role or promotion due to workplace bias, in comparison with just one in five (20 percent) of those without a disability.

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Unconscious bias can adversely affect recruitment and retention says CIPD

Unconscious bias can adversely affect recruitment and retention says CIPD 0

by • News, Workplace

Employers' unconscious biasNew research from the CIPD has revealed that both male and female managers tend to favour men over women in hiring decisions; while there is an unconscious tendency to hire people like ourselves. The report A Head for Hiring: The Behavioural Science of Recruitment shows that initial perceptions of whether a person will be a good fit can be determined by factors which have no real impact on performance, including visual, cultural, demographic and situational factors. Worryingly, identical CVs seem to get more call-backs when the applicant is typically deemed to have a ‘white’ name as opposed to one that can obviously be associated with an ethnic minority. The report makes a number of recommendations to ensure that employers have consistent hiring practices.  Meanwhile, Acas has also published two new free practical guides for employers and managers on how to recruit and settle in staff.

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Far from being on board, older women still face recruitment bias

Far from being on board, older women still face recruitment bias 0

by • Comment, News, Workplace

Women over 50 most likely to face recruitment biasThe news that the Davies review has met its 25 per cent target for female representation on boards, and is now considering setting a target that a quarter of executives at FTSE 100 companies should be female, has been met with approval by the Institute of Directors, which said it was right that the focus is on increasing the number of women in senior executive positions. But what about those further down the salary scale, where many older women struggle to even get a job interview? A recent study carried out by Anglia Ruskin University’s Lord Ashcroft International Business School shows that older jobseekers face widespread discrimination in the UK, with older female applicants more likely to experience bias than men. The study found no significant link between a company having a HR department or providing commitments to equal opportunities, and the level of discrimination it displayed.

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