Tag: bias

  • Is the World Going to Hell in a Hand Basket? – the Negativity Bias

    Is the World Going to Hell in a Hand Basket? – the Negativity Bias

    Brief contact with a cockroach will usually render a delicious meal inedible. [But] the inverse phenome-non—rendering a pile of cockroaches on a platter edible by contact with one’s favorite food—is unheard of.[ref]Rozin, Paul, and Edward B. Royzman. ‘Negativity Bias, Negativity Dominance, and Contagion’. Personality and Social Psychology Review 5/4 (2001): 296–320.[/ref]

    Why does our media constantly report on the negative aspects of our society, with only a short snippet of positive media? Why is it that people spouting polemic and invectives get so much more airtime, than those building constructive arguments? Undoubtedly some of this is due to the prevalence of polemics and the problem of evil in the world, there is also a cognitive bias lurking beneath the surface: the negativity bias. This bias describes our human predisposition to paying more attention to elements that have an overall negative nature, to those that have a positive nature to them.

    The negativity bias, also known as the positive-negative asymmetry effect, has been regularly observed in a wide range of studies, and is intrinsically felt by many people. For example the loss of a pet or more significantly a relative will resonate with many individuals for a significant period. Or for a child at school being picked last on a sports team, or failing a test, will have a higher and longer lasting currency than all the times that they were picked first or excelled. Psychologically the effects of negative events stick with us longer than the positive ones.[ref]Baumeister, Roy F.; Finkenauer, Catrin; Vohs, Kathleen D. (2001). Bad is stronger than good. Review of General Psychology 5 (4): 323–370. [/ref] Furthermore, in a range of psychological studies, even when artificially controlling for frequency and occurrence the majority of people pay more attention to negative than positive events, and are even internally motivated to avoid negative projection rather than emphasise positive projection.

    'Typical media bias. First they label the wolf 'the big BAD wolf' then they only give Little Red Riding Hood's point of view.'So is this just the old adage of the world going to hell in a hand basket? Are things just getting ever worse, and eventually the situation will be completely untenable, with the world imploding in on itself in a sea of negativity? Well, not quite, or so the research says. Although it is obvious that negative events occur, and seemingly regularly, the overall tenor of the world is that these events are in decline. As Steven Pinker found in his research on violence in The Better Angels of Our Nature we may actually be living in the most peaceful era ever.[ref]Pinker, Steven. The Better Angels of Our Nature: Why Violence Has Declined. 1st Edition edition. New York: Viking Adult, 2011.[/ref] While I’m usually quite suspicious of Whig-type historiography, it appears that the research in Pinkers book stacks up. Why then is it that we feel that the world is just getting worse? A significant portion of it is likely to do with our negativity bias.

    With our inbuilt negativity bias pushing us towards paying more attention to negative events than positive, is is understandable that the variety of media tends to report on negative events. Especially those outlets that are dependent on sales or clicks to pay the bills. In turn this feeds our negativity bias, and so the cycle is perpetuated. However, it is important to note that this is not a chicken-and-the-egg origins scenario. From the plethora of studies it is quite clear that the origins for the cycle lie within our cognitive biases, and are then subsequently fed and reinforced.

    half-full-half-emptyThe same effect occurs when people are asked to make decisions based on the evidence provided. Many will decide on a course of action, or a held belief, based on the negative arguments put forward, rather than the positive arguments. We humans tend to make decisions based on what we may lose, rather than what we can gain.[ref]Rozin, Paul, and Edward B. Royzman. ‘Negativity Bias, Negativity Dominance, and Contagion’. Personality and Social Psychology Review 5/4 (2001): 296–320.
    In a possible confirmation of the FUTON bias: https://sites.sas.upenn.edu/rozin/files/negbias198pspr2001pap.pdf[/ref]

    What does this have to do with academia and the public square, other than something that is cool to know about. Well, one of the primary applications is to do with how positions are argued. While proving the null hypothesis probably wont suffice for formal arguments, it certainly suffices for the public square. What is more, because of the negativity bias, these negative arguments tend to be taken on board more than the same argument phrased positively. As an example I was recently reading an article posted to that erudite news source: Facebook. Essentially the author of the article was arguing positively for the existence of a town from archaeological and historical evidence, and quite academically convincingly too might I add. However, from the comments on Facebook it was evident that the take home aspect of many readers was that the author was arguing negatively, against the proposed thesis that the archaeological evidence pointed to the non-existence of the town. Many readers completely failed to acknowledge the positive arguments, even when quizzed.

    So what for us? Well in academia and public discourse there is a tendency to provide solely constructive arguments, as within the scientific method it is difficult to prove the null hypothesis (don’t get me started on Bayesian theory and NHST again). However, for reception of that discourse we need to be aware that negatively framed arguments tend to be carried with more weight. Sadly then negative arguments must be engaged with, rather than merely dismissed. Of course the difficulty is how to engage with them without merely being negative in response, and on that question I’m very sad to say it is highly contextual.

    How do you deal with negative arguments, and how are you aware of the negativity bias at play in your own work? Tell me below, in the comments.

  • Why is everyone else so incompetent? Attribution Errors – Bias Wednesday

    Why is everyone else so incompetent? Attribution Errors – Bias Wednesday

    ‘Why did that person just run that red light? They obviously don’t know how to drive.’

    We hear it all the time, the tendency to attribute malice or incompetence to another individual or group, when if it was us doing the action it would be merely an accident: ‘I just didn’t see it.’ Welcome to the second edition of Cognitive Bias Wednesday. While there are many reasons for this tendency, a lot of them stem from a suite of cognitive bias known as Attribution Errors, with the Fundamental Attribution Error (FAE) at their root. Simply put it is the tendency for people to emphasise internal decisions and characteristics for other’s negative actions, while emphasising external factors for their own negative actions. FAE pops its head up in a wide variety of situations, and we probably unconsciously express it every day, it is one of the most powerful decision rationalisation biases.

    peanuts

    One classic study of the FAE looked at drinking rates amongst adolescent males, and took two observations: firstly, how much an individual drank, and secondly whether they thought that their peers drank more, the same, or less than them.[ref]Segrist, Dan J., Kevin J. Corcoran, Mary Kay Jordan-Fleming, and Paul Rose. “Yeah, I Drink … but Not as Much as Other Guys: The Majority Fallacy among Male Adolescents.” North American Journal of Psychology 9, no. 2 (June 1, 2007): 307.[/ref] While actual drinking rates across the group averaged similarly, the attribution of drinking rates amongst the peers was strongly externally inflated. As seen in the title of the study ‘I drink … but not as much as other guys.’ While not attributing incompetence or malice, the negative perception of drinking rates is externally magnified and internally denied. This is despite the drinking rates remaining relatively steady across the cohort. We have the tendency to attribute our own negative characteristics externally, and attribute other’s negative characteristics to their internal space.

    1325563668658_882818Furthermore this is only exacerbated when it is brought into a social setting. While the nature of the FAE is powerful on an individual level it is stronger again amongst groups. The expanded bias, creatively named Group Attribution Error, sees the attributes of the out-group as being defined by individual members of that group. We met this bias briefly in the post a couple of weeks ago on Cyclists vs Motorists and Intergroup biases. This is further expanded again with Pettigrew’s, again creatively named, Ultimate Attribution Error (one must wonder where to go after this). While FAE and GAE look at the ascription to external and out-groups primarily and discard most internal and in-group data, Ultimate Attribution Error seeks to not only explain the demonisation of out-group negative actions, but explain the dismissal of out-group positive behaviours. Interestingly many of the studies that support Pettigrew’s Ultimate Attribution Error look at religio-cultural groups as their case studies, such as the study by Taylor and Jaggi (1974), or later studies on FAE/UAE and suicide bombing (Altran, 2003).

    Excursus: One brief and curious aside is that according to one study Protestants appear to be more internally focused, lower rates of FAE/GAE, in comparison with Catholics who are generally externally focused, with higher rates of FAE/GAE.[ref]Li, Yexin Jessica, Kathryn A. Johnson, Adam B. Cohen, Melissa J. Williams, Eric D. Knowles, and Zhansheng Chen. “Fundamental(ist) Attribution Error: Protestants Are Dispositionally Focused.” Journal of Personality and Social Psychology 102, no. 2 (February 2012): 281–90. doi:10.1037/a0026294.[/ref] The authors theorise that this is due to an innate greater emphasis on the soul within Protestantism. I will have to look more into their article, and perhaps post on it later.

    Excursuses aside, how do these attribution errors affect day to day research and study? One of the ways I think they powerfully affect good academic research and debating is when it comes to the assignment of scholarly labels within academia. I sometimes have students come to me asking if I can point them towards material that is ‘more liberal’ (in the theological sense). Now while I applaud students for wanting to seek alternative views to their own, the level of out-group attribution of ‘liberalism’ commonly leads to a flimsy disagreement with the argument at hand. Commonly it goes like ‘I disagree with this argument because its a liberal argument, and therefore…’ Conversely it works in the opposite fashion ‘I agree with this [flimsy] argument, because we are part of the same group.’ A similar bias is found in several recent articles on the religion and science interface. The argument there commonly goes ‘Religion introduces bias, therefore no confessionally religious people can debate this topic.’ The attribution of innate bias to an out-group, in the same fashion that incompetence is attributed to an observed poor driver, is at play here.

    Being aware of our tendency to attribute negative internal characteristics to an out-group participant should help us assess things better in two ways. Firstly it should help us to assess arguments and evidence on the grounds that they are presented, not on the group that they are presented from. In short play the game not the person or group. Stick to the argument and evidence that is set forth and assess it on those grounds, whether you agree or disagree with the person or group who is promulgating it. Secondly, it should help us see blind spots within our own research and work. If we are constantly assessing others based on the same qualities, then we are more likely to be critical with our own research based on the arguments and evidence, rather than letting it float on in-group support.

    Attribution errors can be extremely hard to overcome, but knowing about them certainly helps. Hope you have enjoyed this Cognitive Bias Wednesday, as usual weigh in below on the comments!