psychological research and society- exploring routes for bolstering disciplinary impact
TRANSCRIPT
PSYCHOLOGICAL RESEARCH AND SOCIETY
Psychological Research and Society:
Exploring Routes for Bolstering Disciplinary Impact
Jared Celniker
Chapman University
Honors Capstone
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Introduction
I believe that psychology, as an institution and a discipline, can and should be doing more
to positively contribute to society. While there are many areas of potential contribution, I
believe that better educating the public about the misinformation effect and the bystander effect
would exemplify the practical significance that quality psychological knowledge offers all
individuals. Furthermore, revisiting the peer-review process, striving for parsimony in our
methods, and demanding integrity and honesty in our results are three suggestions for
psychologists to help foster a more critically developed, socially significant, and internally
resilient discipline. Finally, I believe that the privatization of knowledge hampers psychologists
from implementing these suggestions, and I believe that as psychologists further develop self-
efficacy and collective efficacy they will act towards changing this exclusionary system of
knowledge production and advocate for open access to information.
Areas Psychology can Foster Public Consciousness
The Misinformation Effect
Elizabeth Loftus, one of the preeminent memory researchers, succinctly defines the
misinformation effect as “the impairment in memory for the past that arises after exposure to
misleading information,” (2005, p. 361). As she states in her review of the research area,
investigators have asked many questions regarding this phenomenon for over 30 years and have
generated valuable data. For instance, researchers now have an understanding of what types of
memories are most susceptible to misinformation (Loftus, Miller, & Burns, 1978), the amount of
misinformation that can be planted in someone’s mind (Loftus, 1993; Loftus & Pickrell, 1995),
and ways to avoid encoding misinformation as factual information (Loftus, 2005). Loftus
proposes that these studies hold profound significance for everyday functioning and understands
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“why the public would want to understand more about the misinformation effect and what it tells
us about our malleable memories,” (2005, p. 365). However, understanding why the public
would want this information does not mean that the public necessarily receives this information1.
An all too prevalent example of the lack of public awareness about the misinformation
effect can be seen in Americans’ consumption of cable news. Over one-third of American adults
watch cable news stations everyday (Enda, Jurkowitz, Mitchell, & Olmstead, 2013). The three
most watched cable news stations – CNN, MSNBD, and Fox News – hold the viewership of
millions of Americans each day, with Fox News having nearly three times as many viewers as
either of its two main competitors (Kenneally 2014). One might imagine that Fox’s command
over the cable news industry arose from providing the most accurate information; sadly, data
suggests that Fox may convey more misinformation than any other national television news
organization. In a recent study, investigators found that 72% of Fox News’ coverage of climate
science in 2013 was misleading, compared to 30% and 8% misleading for CNN and MSNBC,
respectively (Huertas & Kriegsman, 2014). The vast majority of Fox’s misleading statements
were classified as “understating the reality or effects of climate change” and “misleading debate”
on the topic. Another study found that those who identified themselves as Fox News watchers
were more likely to believe misinformation about nine items prevalent during the 2010 election
cycle out of 11 total items (Ramsay, Kull, Lewis, & Subias, 2010). The amount of
misinformation believed increased positively and incrementally with the level of exposure to Fox
News, and the effects for each of these questions were statistically significant. While some
viewers of the other news media tested incorrectly believed some misinformation, Fox News
viewers had the most pronounced levels of incorrect beliefs (Ramsay et al., 2010). Furthermore,
1 The economic structure of knowledge production benefits the corporations – news media – that benefit most from disseminating misinformation. This model will be explored in further detail later in this section and in subsequent sections.
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another Program on International Policy Attitudes report showed that 80% of Fox News viewers
believed one of three misconceptions about the United States’ invasion of Iraq: these
misperceptions were that there was evidence of al-Qaeda links to Iraq, that a WMD was found,
and that world public opinion was in favor of the invasion2 (Kull, 2003). Although people “who
receive the most of their news from Fox News are more likely than average to have
misperceptions,” there was an astoundingly high level of misperceptions across the board of
news consumption (Kull, 2003, p. 12). The only organizations that had a majority of identified
respondents correctly reject the misperceptions were print media and NPR/PBS; alternatively,
Fox News, CBS, ABC, CNN, and NBC viewers were more likely to be misinformed than they
were to correctly reject all of the misperceptions. While live news serves a purpose in fast paced
modern lives, speed comes at a price of quality. Some organizations have a much higher
propensity for disseminating quality information than others, but it is also clear that there is a
rampant, generally naive public acceptance of news misinformation in the American journalistic
landscape3.
One may reasonably point the finger at news organizations and demand higher quality
reporting and more accurate dissemination of information. Still, the authors of an
aforementioned study suggest, “misinformation cannot simply be attributed to news sources, but
are part of the larger information environment that includes statements by candidates, political
ads and so on,” (Ramsay et al., 2010). Further, media consumption is a volitional choice. A
2 This example may be incredibly poignant given the stance many in the US have taken to the Russian invasion of Crimea. It is much harder to turn a critical eye towards ourselves. 3 Why there are not fines or criminal charges brought against rampant disseminators of misinformation is a mystery to me. Misinforming the public about the invasion and beating the drums of war – actions that resulted in the deaths of American soldiers – seem like a treasonous offense to me, although this is rarely, if ever, discussed in public forums in such a fashion. “Media, War, and Propaganda: Strategies of Information Management During the 2003 Iraq War” provides a critical examination of the media-military industrial complex (Kumar, 2006).
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critically thinking consumer can and should assess the quality of the information before
accepting some or all of the content.
I echo an insistence for increased news media integrity, yet I also assert that
psychologists can be a larger influence on this information environment and should play an
instrumental role in illuminating the deleterious effects of misinformation. Doing so will
hopefully encourage citizens and consumers of media to hold news organizations accountable for
the statements they spread into millions of homes. For instance, misinformation is more likely to
impact older memories than more recent ones, and the preponderance of recalling
misinformation increases the more it is repeated (Loftus, 2005). One phenomenon that, to me,
seems to fall into these categories is the idolization of President Ronald Reagan on Fox News
and its affiliates. As any avid viewer of The Daily Show with Jon Stewart can attest to, Fox’s
pundits have a curiously biased and selective memory when it comes to a variety of facts
concerning our 40th president. While this selective attention has not, to my knowledge, been
empirically tested (aside from, perhaps, political voting behavior at the polls), journalists have
pointed out misrepresentations about Reagan’s record on taxes (Uwimana, 2011). Reagan raised
taxes numerous times during his presidency, and while this is an undisputable fact of history Fox
News pundits tend to acknowledge only Reagan’s single tax cut in 1981 (Politifact, 2012).
Historical facts such as this are ripe for misinformation, for these heavily repeated
misinterpretations (or at least incompletely informed interpretations) concern events that took
place over 30 years ago. Rewriting history in this way, whether intentional or unintentional,
paralyzes our democracy from having informed debates about current predicaments about
generating federal revenue, events that involve and necessarily relate to actions taken in the past.
Unfortunately, it is extremely difficult to correct misinformed beliefs once they have taken root
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(Greene, Flynn, & Loftus, 1982); nevertheless, informing people that they are likely to receive
misinformation sometimes help them resist that misinformation (Loftus, 2005).
If psychologists unite and collectively tackle this issue, taking a stand against the news
outlets chronically misinforming the public and discussing the effects of misinformation (and
other topics) more directly with Americans, perhaps a larger public outcry for journalistic
integrity will be heard.
The Bystander Effect
There’s a homeless man lying on a street in your city. A young man, who claims that he
is cleaning the streets of waste, is assaulting the homeless man. You are standing in a crowd of
horrified onlookers. What do you do?
If you are like many, perhaps even most, people, you will not interact physically to deter
the assault (Atwood, 2013). There are numerous reasons for this, but one of the simplest and
most often overlooked is the bystander effect (Myers, 2013, p. 594-596). The bystander effect
has been defined as “the phenomenon that an individual’s likelihood of helping decreases when
passive bystanders are present in a critical situation,” (Fischer et al., 2011). This area of research
developed after the murder of Kitty Genovese in 1964; researchers wanted to know why none of
Genovese’s numerous New York City neighbors responded to her audible cries for help. Three
psychological processes have been highlighted as being main contributors to the interference of
bystander intervention: diffusion of responsibility, evaluation apprehension, and pluralistic
ignorance. A meta-analytic review of the bystander effect literature pulled from the definitions
of these terms used by Latané and Darley (1970). Thus, Fischer et al. (2011) defined diffusion of
responsibility as, “the tendency to subjectively divide the personal responsibility to help by the
number (N) of bystanders. The more bystanders there are, the less personal responsibility any
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individual bystander will feel,” (p. 518). Evaluation apprehension was defined as, “the fear of
being judged by others when acting publicly. In other words, individuals fear to make mistakes
or act inadequately when they feel observed, which makes them more reluctant to intervene in
critical situations,” (p. 518). Lastly, pluralistic ignorance referred to, “the tendency to rely on the
overt reactions of others when defining an ambiguous situation. A maximum bystander effect
occurs when no one intervenes because everyone believes that no one else perceives an
emergency,” (p 518). Numerous studies document the individual and environmental factors that
contribute to the bystander effect phenomenon, and the psychological impediments to action
outlined above have been shown to take hold in a variety of laboratory and naturalistic settings
over 40 years of research (see Fischer et al., 2011 for an examination of over 50 studies), Yet the
impact of the bystander effect imbedded in some of our social structures has received much less
attention.
Researcher Albert Bandura and others find that in large social structures such as the
military, the bystander effect is facilitated by depersonalization and moral disengagement (2002).
An illustration of this can be seen in the substantial increase in the number of drone aircrafts
used by the United States in the past decade. The development of drone warfare has created
“bureaucratized killing” that has implicitly operationalized the three aforementioned processes –
diffusion of responsibility, evaluation apprehension, and pluralistic ignorance – that reduce
bystander efficacy (Asaro, 2013, p. 198). An investigation of the situational and psychological
pressures affecting teams of drone operators found that “it is most appropriate to approach this
subject as a form of killing that has an elaborate and intentional bureaucratized structure,”
(Asaro, 2013, p. 198). A tragic consequence of this method of warfare can be seen in the internal
evaluations of a friendly-fire incident that resulted in the deaths of two enlisted service members
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in Afghanistan. The Los Angeles Times covered the unreleased Pentagon review that did not
find any individual involved in the incident as culpable for the killings; instead, the report found
that the incident resulted from a “fatal mix of poor communications, faulty assumptions and ‘a
lack of overall common situational awareness,’” (Zucchino & Cloud, 2011). Asaro’s assessment
found a very literal diffusion of responsibility present in the bureaucratized nature of the killings,
evaluation apprehension present in heavy scrutiny accompanies intelligence and defense work,
and pluralistic ignorance in that the team “mistakenly believed that they had come to the same
conclusions or failed to communicate their alternate interpretations,” (2013, p. 212). Asaro did
not use these psychological terms in his investigation, yet I believe that command of this
psychological knowledge and vocabulary could have added even more to his comprehensive
analysis of drone infrastructure.
Thus, psychologists have a job to do in promoting our understanding of the bystander
effect and its mediating processes. Informing the public about these phenomena will increase
bystander efficacy in everyday situations and provide a valuable perspective for citizens to
evaluate the institutions and social structures in our society.
Some of this work has already been done. Researchers have proposed a model by which
behavioral intervention in bystander situations occurs in which correctly construing a situation as
an emergency, developing a sense of personal responsibility and confidence in lending
assistance, and reaching a conscious decision to intervene are foundational (Fischer et al., 2011).
Furthermore, research has found that reminding individuals about times when they have acted
without social inhibitions increases the likelihood that they will help in a bystander situation (den
Bos, Müller, & van Bussel, 2009). Additionally, my research project found that pairing silicone
bracelets with a one-minute long role model video, a one-minute long cognitive affective video,
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or a prompt to be more mindful increased the likelihood that individuals would exhibit helping
behavior one week after the stimulus was viewed (Celniker et al., 2013, 2014). These and other
studies4 provide a skeleton that researchers and educators can build upon in order to further
investigate and facilitate positive social interventions, both individually and in organizations.
For example, the Heroic Imagination Project (HIP) created by Philip Zimbardo is evaluating
curriculum practices and beginning to understand the positive impact that can come from
teaching and informing young students about psychological phenomena such as the bystander
effect (http://heroicimagination.org).
Research is vital in directing energies towards successful real-world applications to social
and psychological issues, so when our research is undermined – in practice and in perception –
the quality and acceptance of potential applications are undermined as well. I believe that
informed psychology needs to be a bigger part of American public consciousness, and in order to
do that psychologists will need to put more energy into clearly articulating the merits and
applicability of psychological knowledge and critically evaluating ourselves and our methods of
gathering and disseminating knowledge.
Strategies for Bolstering the Impact of Psychology
Reevaluating the Peer-Review Process
“Scientific research should be publicly verifiable knowledge,” says the author of
Research Methods and Statistics: A Critical Thinking Approach (Jackson, 2012, p. 12). She
4 It should be noted that this body of research, while more intensely focused on after the murder of Kitty Genovese, also owes much to the studies on conformity by Asch (1951, 1955), and Milgram (1963) as well as the literature on the conformity, power of situations, and vulnerabilities for those in positions of power spearheaded by Craig Haney and Zimbardo (1973).
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contends that publicly verifiable research is research that is presented to others so that
individuals are free to assess the merits of the research on their own accord. I agree with this
wholeheartedly, but after these statements the author greatly restricts her definition of public.
Public verification, she clarifies, comes from submitting research to peer-reviewed journals.
“You should be suspicious of any claims made without the support of public verification,” she
claims (2012, p. 12). However, there are instances where the peer-review process should face
stricter scrutiny as well.
To exemplify, Barbara Fredrickson, an esteemed University of North Carolina, Chapel
Hill professor with a respected research lab and years of published, peer-reviewed studies, had an
article appear in American Psychologist co-authored with mathematician Marcial Losada in
2005. This research described a mathematical model of positive emotions to negative emotions
summarized in a positivity/negative ratio. Based on Fredrickson’s 20-question survey, the
authors presented an emotional 3-to-1 positivity-to-negativity ratio, created with advanced
mathematical modeling, to quantify the ideal emotional ratio facilitating human flourishing
(Fredrickson & Losada, 2005). This approximate 3-to-1 ratio received a great deal of media and
popular press attention. According to Google Scholar, over 1100 researchers have cited this
article as of the due date of this paper. These early professional citations helped promote the
growth of positive psychology, a field that Fredrickson played a critical role in building as
evidenced by her receiving the inaugural Christopher Peterson Gold Medal awarded by the
International Positive Psychology Association in 2013. Additionally, professional and media
attention afforded Fredrickson the opportunity to publish a popular press book, Positivity, first
published in 2009.
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The attention and the simplicity of her thesis made Positivity a popular media topic.
Enjoying the media spotlight and internal acclaim within psychology, Fredrickson’s single paper
with Losada received significant attention, far eclipsing the attention paid to her with her
previous research. Nobody was critical of the article until a part-time graduate student in
England checked the math that the legitimacy of the ratio was truly called into question
(Anthony, 2014).
In fact, Brown, Sokal, and Friedman (2013) demonstrated that any numbers plugged into
the mathematical model used would yield the same 3-to-1 ratio. Although a significant problem,
Dr. Fredrickson’s body of work preceding and following this one study has uncovered no issues.
In fact, in July of 2013, American Psychologist published the critique of the 2005 article
alongside a piece from Fredrickson titled “Updated Thinking on Positivity Ratios.” In this piece,
Fredrickson concedes that Losada’s math was flawed, but she maintained the legitimacy of her
data and continued to support the idea that emotional tipping points exist. Her data – in this
instance and in other studies – was carefully collected, and her theories are well supported by
other researchers’ findings. Nevertheless, this redaction has impacted the perception of positive
psychology, particularly within the academic community of mainstream psychology. Critiquing
positive psychology for being based in poor mathematical models and inappropriate statistics,
the Fredrickson and Losada study became a Straw-man argument for opposing much of the
research associated with positive psychology.
Human error has been and will forever be a part of science. I believe that this is
something readily accepted today, yet I also believe that we are losing sight of human biases
inherent in our current model of knowledge production and dissemination, not just in the
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collection of our evidence. In Biology as Ideology, geneticist R.C. Lewontin (1991) states his
concerns with sociobiological explanations for certain human behaviors:
The real problem is to find out whether any of these stories is true. One must distinguish
between plausible stories, things that might be true, and true stories, things that have
actually happened… All of the sociobiological explanations of the evolution of human
behavior are like Rudyard Kipling’s Just So stories of how the camel got his hump and
how the elephant got his trunk. They are just stories. Science has been turned into a
game. (p. 100)
In this “game,” the winners are those who have the most evidence and receive the most
attention. But evidence and attention are not dependent on accuracy. There are many social
components that contribute to the distribution of research (Rudacille, 2006). As Lewontin
asserts, science is more than just a body of knowledge or a method of obtaining knowledge.
Science also “consists, in large part, of what scientists say about the world whatever the true state
of the world might be,” (1991, p. 103). Textbooks, popular books, and journals are not
necessarily filled with facts; they are filled with evidence. And evidence, despite our best
intentions, can often be misleading when we do not properly evaluate and verify our findings.
This is not a new problem for the sciences. As Lewontin illustrates, even the most prestigious
journals in academia, such as Nature, have published claims shortly before publishing its
retraction, forcing even the most loyal readers to question the integrity of the enterprise (1991, p.
72). Indeed, one of psychology’s most distinguished journals, Psychological Science, recently
retracted “Money and Mimicry: When Being Mimicked Makes People Feel Threatened,” an
article that was reviewed and published in 2011. Human error is an immutable component of the
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scientific process, but the current system of peer-review does not adequately filter out and
distinguish the plausible stories from true stories.
One of the reasons for the deficiency in this evaluation of knowledge is that the peer-
review process has not caught up with the new model of knowledge production. In The New
Production of Knowledge: The Dynamics of Science and Research in Contemporary Societies,
the authors distinguish two modes of knowledge production (Gibbons et al., 2010). Mode 1 is
the disciplinary structure that most of us think about as how knowledge is produced; researchers
produce evidence by studying something in their discipline, and experts in that discipline
evaluate the merits of the submitted research. Mode 2, the model being shifted towards in our
society, is based more on multidisciplinary and interdisciplinary research and takes more
considerations for economic and political interests. These two modes interact and inform one
another, but even this simplified synopsis of these two models highlights the problem we are
facing: Mode 2 knowledge is being evaluated with Mode 1 methods. Multidisciplinary and
interdisciplinary research often requires input from professionals in multiple disciplines, yet the
product of this disciplinary collaboration are often being judged solely by experts in a single
field. After the challenge to her work was published, Fredrickson conceded that the
mathematical dimensions of her previous article were outside of her expertise (Fredrickson,
2013). The editors of American Psychologist did not explicitly take part in this expression of
intellectual humility, although publishing Fredrickson’s updated thoughts can be seen as a
concession of oversight.
Psychology, and perhaps science as a whole, needs to better adapt to the blurring of
disciplinary boundaries in research. Enlisting in the help of outside experts for multidisciplinary
and interdisciplinary should become much more common and a point of pride in the scientific
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community. Furthermore, the public that is supposedly served by the peer-review process
should have the chance to play a more active role in the valuation of published research. This
does not mean that the lay public should judge the merits of a study to be published; what this
can mean is that psychologists can share information with, and receive feedback directly from,
the public. The proliferation of Internet use affords researchers an unprecedented opportunity to
interact with the public without middlemen, yet psychologists have not yet made collective
efforts to engage the public in such a fashion. This will be addressed in the subsequent sections.
Parsimony in Statistical Methods
If measures are taken to interact with the public more directly, then efforts will need to be
taken to more succinctly and accurately lay out what we have found in our research, too. Our
research may produce less technical findings than other sciences (I am not convinced of this, but
some in the natural sciences are), but it seems that psychology research is too often crowded with
unnecessarily advanced statistical measures to make up for a perceived lack in complexity.
For instance, the article, “Spending Money on Others Promotes Happiness,” reaches the
conclusion that the title suggests (Dunn et al., 2008). Participants were placed in either a
prosocial spending condition or a personal spending condition and completed measures of
happiness before and after the spending took place. On average, those who spent money on
others self-reported significantly higher happiness scores than those who spent money on
themselves. If one were to skim this short article – published in Science – one may be convinced
of the authors’ claims. However, looking more carefully at their results raises some questions.
Instead of using simple mean scores to illustrate the difference between the prosocial and
personal spending groups, the researchers decided to us use weighted mean differences, which
were M = 0.18, SD = 0.62 for the prosocial group and M = -0.19, SD = 0.66 for the personal
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group. Admittedly, I had know idea how to interpret these statistics until consulting multiple
advisors, and all of us questioned the use of such obtuse statistical methods.
Although the differences between the groups were reported to be significant, I have had a
very hard time comprehending how a difference of less than half a point on a happiness scale can
be considered significant. I grant that I have not taken an advanced statistics course, yet I am a
more than averagely informed member of the public who cannot make much practical sense of
the conclusions drawn by the authors. I am not doubting that the authors found statistical
significance, though I would have appreciated them publishing their data5 alongside the esoteric
graphs and regression models in their published supporting materials (Dunn et al., 2008). What I
doubt is the practical relevance of a 0.38 difference in self-reported happiness scores. The
authors do not address the arguably small magnitude of change between the groups; they say that
they found significance and then move on to the implications of their research.
The statistical methods used in this study were beyond my level of understanding as a
senior honors psychology major, yet I hope that the study authors would recognize that adding
means and standard deviations would have been a clearer, and perhaps more accurate, way to
present their findings. At the very least, comparing mean scores by condition provides context
about the absolute value of the experimental difference. Moreover, I am forced to question the
motivations of this omission because the means for the experimental data were not presented in
the original article of the supporting materials. Maybe the average mean differences are an
accurate way of articulating the data, but not including the means at all, one of the most basic
and informative measures of data in the social sciences, seems like an intentional act.
Additionally, whether or not the omission of the means was intentional, Science should have
requested that data for the sake of the readers and the ideal of public verification. Even if basic
5 A suggestion and request that I hope all researchers will consider.
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statistical findings are not the focus of studies, they are a necessary component for the
professional and public evaluation, discussion, and dissemination of research. Summarizing this
argument, Albert Einstein proposed, “If you can't explain it simply, you don't understand it well
enough.” With research quality and applicability in mind, statistical presentations should inform
and educate, stimulating discussion and utilization of psychological research more than is
currently practiced.
Honesty in Conclusions
Perhaps even more than esoteric statistics, the emphasis on results’ significance facilitates
overreaching in regards to the conclusions drawn from any given data set. Statistical
significance is a crucial component of mainstream social science research (Myers, 2013), but it
seems that psychologists often overlook that significance is an artificial construct that is not
unassailable. Null hypothesis significance testing creates a dichotomy of effects and non-effects,
and the red line that separates the two, typically (and traditionally) an alpha level of 0.05, is
completely arbitrary (Loftus, 1996). It has been argued that, “Most people, if pressed, will agree
that there is no essential difference between finding, say, that p = .050 and finding that p = .051.
However, investigators, journal editors, reviewers, and scientific consumers often forget this and
behave as if the .05 cutoff were somehow real rather than arbitrary,” (Loftus, 1996, p. 4). There
are those, like the editors of the Journal of Negative Results, who reject the dominant construct
of significance testing and seek to highlight the contributions of non-significant results.
However, these efforts are a small sideshow in the arena, merely a whisper drowned out by the
shouts of mainstream psychological discourse.
When these considerations are not acknowledged, researchers risk damaging the
perceived validity and reliability of psychological research by reaching conclusions and making
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claims that are weakly supported or not supported by the data. While fundamental critical
thinking skills might limit this problem, problems arising from the sacrosanct treatment of .05
continue. For example, one study by Aknin, et al. (2013) found that increased happiness in those
who prosocially spend money is a cross-cultural phenomenon. The researchers present
statistically and, in my view, practically significant results in their parallel studies of prosocial
spending in Canada and Africa. These results are impressive and important, yet the authors
decided that evidence of a cross-cultural phenomenon was not satisfactory and extended beyond.
The title of their article is, “Prosocial Spending and Well-Being: Cross-Cultural Evidence for a
Psychological Universal.” The term “psychological universal” is a laden and attention-grabbing
term, and it is a term not substantiated by this research. The researchers did find cross-cultural
evidence of a psychological phenomenon, but taking the next step, saying that a similarity
between two cultures suggests a similarity between all cultures, is inaccurate and certainly
oversimplifies the complexity of world cultures. There are few laws and/or universals in
psychology to date (some would argue that there are none), so suggesting otherwise about money
spending behavior – without appropriate evidence to back up such a claim – is detrimental to the
discipline. As the geneticist Lewontin asserts, in addressing the concerns made about the
importance of the human genome sequencing project, “The fear among many scientists is that by
promising too much, science will destroy its public image and people will become as cynical as,
for example, they became cynical about the war on cancer, not to speak of the war on poverty,”
(1991, p. 52). Claims of universal behaviors are fueled by an uncritical evaluation of what
statistical significance truly means. As a discipline, the conscientious promoting of more
modest, less grandiose overstepping of conclusions is warranted. Geoffrey Loftus states,
“Statistical conclusions about such ‘real effects’ and ‘non-effects’ made in Results sections then
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somehow get sanctified and transmuted into conclusions that endure into Discussion sections and
beyond, where they insidiously settle in and become part of our discipline’s general knowledge
structure. The mischief thereby stirred up is incalculable,” (1996, p. 4). Maintaining the
informational frameworks, the contexts under which research is conducted, when making
conclusions is critical. This mischief may be incalculable, but it is certainly visible in the culture
of psychological research.
The media outlets that disseminate our knowledge do not only transmit our overstepping,
they emulate and expand it. The numbers of “pop” psychology pieces gone awry are easy to
find. One recent example published by Time Magazine in April will suffice. A few days ago, I
saw that a friend posted an article on Facebook to another friend followed by his succinct
evaluation of the piece: the link was titled, “The Party Drug Molly Can Make You a Racist,” and
my friend’s input was simply, “Questionable.” After clicking the link, I found a few things that
were blaringly wrong with the article. First, the research being described measured the effects of
oxytocin on in-group and out-group valuations, but the findings of in-group preference did not
extend into the social construct of racism (Arrouas, 2014). Second, the study had nothing to do
with “Molly,” better known as MDMA or Ecstasy, but only dealt with a neurochemical active in
the consumption of MDMA, oxytocin. Lastly, and maybe most astonishingly, there was an
addendum to the article that stated the initial misrepresentation of the study as examining
MDMA, yet the only picture attached to the article was of Ecstasy pills! So the editors were
made aware of a blatant mischaracterization of the research, but did not decide to fully deal with
the issue6. From my evaluation of the original study, published by Dreu et al. (2011), this
research was well done by the standards described here. The researchers did not overstep in their
6 One may reasonably assume that this decision was reached with marketing motivations in mind. The problems of this will be addressed in subsequent sections.
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conclusions. Nevertheless, the culture we have helped create is backfiring on many undeserving
researchers, resulting in the butchering of psychological knowledge, the overstating of findings
in sensationalized marketing terms, and the bolstering of incredulousness towards what
psychologists have to offer society.
Psychology, like other sciences, deals in tentative conclusions. Even when there is
consensus within the discipline – a rare feat, particularly within psychology – there is always
room for further exploration and deepening of knowledge. Instead of fearing the transitory
nature of our contributions, we need to embrace it. What we know about the misinformation
effect and the bystander effect is valuable to society. We cannot claim that these are laws of
human behavior, but that should not stop us in being confident about sharing what we know.
Being honest about what we have found and what we know is a critical part of getting the public
to take our discipline more seriously. Furthermore, we need to take more control over how
psychology is portrayed in the media. As mentioned previously, taking our findings directly to
the public, evading the possible distortions of the ill informed and market-driven media would be
a great way to accomplish this. However, we must also be more prepared, as a discipline and as
individuals, to criticize those who mischaracterize psychological research and seek to correct
and/or redact their mischaracterizations. In our country people have the right to believe they are
right even when they are wrong, but we also have the right, and I believe the duty, to do our best
to elucidate lapses in critical thinking and articulate our truths no matter how temporary or
incomplete they may be.
Privatization of Knowledge: A Structural Impediment to Implementing These Strategies
In Biology as Ideology, Lewontin makes a point to distinguish between agents and causes
of diseases. He uses the example of tuberculosis to illustrate his point. He claims that tubercle
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bacillus, the bacteria that can manifest as tuberculosis that is present in asbestos fibers and
pesticides, is merely an agent of disease and disability (1991). “It is illusory to suppose that if
we eliminate these particular irritants that the diseases will go away,” Lewontin states, “for other
similar irritants will take their place,” (1991, p. 45). He continues:
So long as efficiency, the maximization of profit from production, or the filling of
centrally planned norms of production without reference to the means remain the
motivating forces of productive enterprises the world over, so long as people are trapped
by economic need or state regulation into production and consumption of certain things,
then one pollutant will replace another. (p. 45)
These agents, then, are but transitory manifestations arising from another source.
Lewontin argues that these sources, these causes, are socially constructed. “Although one may
say that tubercle bacillus causes tuberculosis, we are much closer to the truth when we say that it
was the conditions of unregulated nineteenth-century competitive capitalism… that was the
cause of tuberculosis,” Lewontin asserts (1991, p. 45). While the bacteria is undoubtedly related
to the disease, it is perhaps more accurate to state that exposure to the bacteria due to harsh labor
conditions brought on by prevailing social structures is the real cause of the disease. The agents,
while more easily identifiable, are not the underlying causes of the problems we see.
By analogy, I assert that the current state of the peer-review system, the lack of
parsimony in statistical methodology, and the prevalence of overreaching in research conclusions
are the agents of a social cause that is resulting the diminished standing and relevance of
psychological knowledge in the eyes of the public: the cause is the privatization of knowledge.
To better illustrate why privatization of knowledge is the cause of these issues, it is important to
briefly talk about Aaron Swartz.
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Aaron Swartz, the computer programmer, writer, and activist, committed suicide on
January 11th, 2013. At the time of his death Swartz was being prosecuted by the Department of
Justice for downloading a huge amount articles from the private Internet database JSTOR under
the Computer Fraud and Abuse Act (CFAA; Silverglate, 2013). Nobody knows exactly what
Swartz would have done with the five million documents he downloaded, but some feared he
would release the articles to the public (JSTOR Evidence in United States vs. Aaron Swartz,
2013). This is a reasonable assumption, for Swartz had previously hacked, “downloaded and
freed 20% (2.7 million documents) of the Public Access to Court Electronic Records (PACER)
database that charges access fees for the United States federal court documents, out of which
about 1,600 had privacy issues,” (Kim, 2013). Swartz was not shy about his stance on open
access to the Internet and to information:
The Open Access Movement has fought valiantly to ensure that scientists do not sign
their copyrights away but instead ensure their work is published on the Internet, under
terms that allow anyone to access it. But even under the best scenarios, their work will
only apply to things published in the future. Everything up until now will have been lost.
That is too high a price to pay. Forcing academics to pay money to read the work of their
colleagues? Scanning entire libraries but only allowing the folks at Google to read them?
Providing scientific articles to those at elite universities in the First World, but not to
children in the Global South? It's outrageous and unacceptable. (Swartz, 2008)
Needless to say, the Department of Justice did not share Swartz’s views on open access,
and they pursued steep penalties – up to 35 years in prison and up to $1 million in fines – despite
JSTOR announcing that they did not wish to pursue criminal charges against Swartz
(Neurobonkers, 2013). Lawrence Lessig, an author, activist, Harvard professor, and friend and
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collaborator of Swartz, wrote that, “For 25 years, the CFAA has given federal prosecutors almost
unbridled discretion to bully practically anyone using a computer network in ways the
government doesn't like,” (2013). Lessig articulates his belief that many in the federal
government, including the lead prosecutor in Swartz’s case U.S. Attorney Carmen Ortiz, do not
understand the Internet well enough to effectively regulate it7. They do not differentiate between
digital and physical theft, even though the former method does not result in a loss of property for
any party. These same people, people who may have a very limited understanding of the Internet
and its social and academic capacities, regulate the means by which knowledge is produced and
decide what projects and disciplines are to receive funding dollars. Regardless of their
understanding of the information landscape of our times, federal authorities are supporting the
status quo of privatized knowledge8.
This imposes detrimental social conditions on the ways psychologists produce
knowledge9. This system turns the production of knowledge into the commodification of
7 Anyone familiar with former Senator Ted Stevens’ comments about the Internet, calling it a “series of tubes” while discussing the serious issue of Internet neutrality, is aware of this. 8 One may wonder what other reasons might motivate the government to maintain this system of knowledge production and consumption. One may imagine that the publishing companies exert some type of political force, and this would be a correct assumption. Reed Elsevier, the only publishing company explicitly mentioned in Swartz’s “Guerilla Open Access Manifesto,” has contributed over a million dollars to both Democrats and Republicans through its donations and donations of its subsidiaries according to the website Influence Explorer. Their top recipient is Barack Obama, and their top PAC recipient is the Republican Party of Florida. Reed Elsevier and its subsidiaries are only a few of the players in this political arena. 9 What follows is a brief, incomplete articulation of the economics of knowledge production. In my research, I have found that this topic is too complex to address given my current time and resource constraints. Figuring out the ways that researchers, universities, professional institutions, funding bodies, the media, and the public interact and inform one another deserves a great amount of study, more than can be considered here. Collaboration with economists, political scientists, politicians, philosophers, educators, journalists and others will be required to fully elucidate the mechanisms and implications of this economic model on our ways of creating and consuming knowledge. While my contribution here will be incomplete, I hope that it points out some of the most fundamental dilemmas brought on by this system as it pertains to psychology.
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knowledge, creating a competitive atmosphere that detracts from our intellectual pursuits. At
Johns Hopkins University, faculty and students – the next generation of researchers – are feeling
pressure to, “spin results to make them more newsworthy and to court journal editors,”
(Rudacille, 2006). Given the skewed results mentioned in the previous section of this paper, this
admission seems indicative of the practices and mindsets of researchers throughout the research
community. Of course, this is not indicative of all researchers, but the social pressures of this
academic environment are difficult to combat. Erika Matunis, an assistant professor at Johns
Hopkins, says that, “funding depends on productivity, and when your grant reviewers check out
your publications, it does matter how many you have and where you’ve been published,”
(Rudacille, 2006). This self-sustaining economic circle – researchers need funding, funding that
requires previous published research to justify funding the present request – holds quantity, not
quality, as its ethic. Additionally, the social and political factors present in Mode 2 knowledge
creation impact what research editors choose to publish (Gibbons et al., 2010). What topic is
hot, or “sexy” as one researcher put it, dictates what is published, even if the research on that hot
topic is subpar compared to research on other, less popular topics; furthermore, the drive to
publish in high-impact journals, despite recognition that specialty journals publish better
research, is turning the pursuit of knowledge into a popularity contest (Rudacille, 2006). This
system inherently blocks access to most of the public, but through its own internal mechanisms
this self-reinforcing cycle of knowledge production also alienates researchers from the truths
they strive to find. Researchers are distorting their own work in order to promote it, not
recognizing the collective effects that each of these attention-oriented distortions has on
psychology as a discipline. Situations have power, and the academic atmosphere caused by the
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privatization of knowledge is stifling quality production, discussion, and dissemination of
research.
Conclusion: Developing Self-Efficacy in Research and Collective Efficacy through Open
Access to Overcome the Privatization of Knowledge
Albert Bandura has devoted much of his career examining self-efficacy, which he has
defined as, “the exercise of human agency through people’s beliefs in their capacities to produce
desired effects by their actions,” (2002, p. 3). Self-efficacy is important, Bandura explains,
because “People guide their lives by their beliefs of personal efficacy. Perceived self-efficacy
refers to beliefs in one’s capabilities to organize and execute the courses of action required to
produce given attainments,” (1997, p. 3). Individual assessment of self-efficacy is specific to
target areas and includes cognitive, health, physical, athletic, and emotional functioning, amongst
other categories. High self-efficacy is based on building and attaining real component skills,
predicting many positive life outcomes, including: higher academic performance, academic
enhancement with proximal and distal goal setting, improved health via self-regulatory efficacy,
physical habits such as smoking cessation, immunocompetence, psychomotor skill acquisition,
and emotional regulation (as cited in Bandura, 1997).
As self-efficacy develops in each area, so does one’s ability to enact the changes he/she
wishes to see (Bandura, 1997, 2002). Mahatma Gandhi elaborates; “Men often become what they
believe themselves to be. If I believe I cannot do something, it makes me incapable of doing it.
But when I believe I can, then I acquire the ability to do it even if I didn't have it in the
beginning.” These beliefs in oneself, as exemplified by the example of Gandhi and supported by
the research of Bandura and many others, are the sparks of personal and social change. Indeed,
Bandura encourages such striving for personal, and social, development:
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Considering the pressing worldwide problems that loom ahead, people can ill-afford to
trade efficacious endeavor for public apathy or mutual immobilization. The times call for
social initiatives that build people’s sense of collective efficacy to influence the
conditions that shape their lives and those of future generations. (1997, p. 525)
If a psychologist believes that he can positively impact society, then he will. If a
psychologist strives to produce important research informed by the intellectual humility
necessary to draw appropriate conclusions, then she will. If psychologists, and scientists from
other disciplines, unite and demand that attention be paid to the deleterious effects on research
caused by the privatization of knowledge, then we can remedy these problems and open up our
wells of knowledge to the world.
The idiom “knowledge is power” is incorrect, or at best incomplete; as R.C. Lewontin
states, “the truth is that knowledge further empowers only those who have or can acquire the
power to use it,” (1991, p. 76). Aaron Swartz also understood this, and he understood the
privileged positions that those of us in the academic sphere hold:
Those with access to these resources — students, librarians, scientists — you have been
given a privilege. You get to feed at this banquet of knowledge while the rest of the world
is locked out. But you need not — indeed, morally, you cannot — keep this privilege for
yourselves. You have a duty to share it with the world. (Swartz, 2008)
Researchers want their studies to have as big an impact as possible, yet we have been
trained to judge impact by “impact factor” and not by the amount of eyes that look upon and
evaluate our work. Making our research more widely available on the Internet would create
abundant opportunities to be impactful, but this direct method of knowledge dissemination cuts
out the ego-feeding attention that helps drive this system of knowledge production.
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PSYCHOLOGICAL RESEARCH AND SOCIETY
Comedian Louis C.K. can identify with this current predicament of modern research
psychologists: “I have a lot of beliefs, and I live by none of them. That’s just the way I am.
They’re just my beliefs, I just like believing them, I like that part. They’re my little “belieivies,”
they make me feel good about who I am. But if they get in the way of I thing I want, I fucking
do that,” (C.K., 2011). Psychologists surely live by some of their beliefs, but it is clear that, for
some, the belief in the pursuit of truths through the scientific process is being tossed aside for the
pursuit of recognition and prestige. The current social structures of knowledge production feed
off of this egoism, so looking more deeply into ourselves and our internal drives may provide us
with the answers of how to restructure these institutions.
I believe that realigning our egos with the goals of science – finding methods to critically
think about and act in the world – will improve the state of our discipline and our abilities to
contribute to society (Longbottom & Butler, 1999). This realignment must consist of personal
and collective change. I believe that fostering the development of self-efficacy in psychologists
is crucial for more collective social changes to occur. Moreover, I find the concept of self-
efficacy very similar to the phenomenological idea of the transcendental ego, an analogue that
may further help us shift how we approach our research10. From the phenomenological
perspective, the transcendental ego is, “the entity that can say ‘I’ and takes responsibility for
what is said…the agent of science, the transcendental ego is also the agent of truth in human
conduct, where actions are free and responsible because they are the outcome of intelligent
assessments,” (Sokolowski, 2000, p. 181). “I,” in this construct, is more than just a reference
point; “I” is the embodiment of a developed responsibility to act in the world. It is this kind of I,
this kind of ego, that would better drive our work.
10 An increased input from other disciplines, such as phenomenology, on psychological methods of producing knowledge may help us develop more critical analysis of our methods, thus improving our disciplinary goals.
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The studies that highlight the profound impacts of self-efficacy are a part of the feast of
knowledge that much of the world is shut out from. We have the empirical knowledge that our
beliefs can shape the world. Are we not faced with, as Swartz suggests, the moral imperative to
share this knowledge with the world? Could holding this back from people who face tyranny
and injustice as a part of their everyday lives be considered maleficence? As a discipline, we
must take part in the open access discussion and provide input about ways that knowledge can be
created and disseminated without neglecting the economic realities of researchers or excluding
the public from our findings. Open access journals are growing faster than many anticipated and
are already “disrupting the dominant subscription-based model of scientific publishing,” (Laakso
and Björk, 2012). Psychology needs to be a bigger part of this revolution. If we believe that all
people deserve intellectual empowerment, then we can make it so. The development of self-
efficacy and collective efficacy are necessary for us to implement these changes. Individuals can
develop self-efficacy through building practices of honest research, and as a collection of self-
efficacious researchers emerges psychology can better contribute to society, as a discipline and a
self-reflective institution within in this highly social and interactive world. Again, I hope that the
words attributed to Mahatma Gandhi guide our discipline, and us, on the journeys ahead:
“Carefully watch your thoughts, for they become your words. Manage and watch your words, for
they will become your actions. Consider and judge your actions, for they have become your
habits. Acknowledge and watch your habits, for they shall become your values. Understand and
embrace your values, for they become your destiny.”
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PSYCHOLOGICAL RESEARCH AND SOCIETY
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