Responsible Conduct of Research: Do We Need Training in Fraud-science? in Lieu of an Introduction

In this evidence-based opinion piece on responsible conduct of research a short overview of the most prominent recent cases of sanctioned scienti c misconduct, developments in the eld of responsible conduct of research, de nitions of types of scienti c misconduct, and questionable research practices is given. Intrinsic and extrinsic motivation of scientists to publish and perform research is discussed, as well as the perception of fraud, its acceptability and in uence on science and the scienti c (public) record, with a special emphasis on the frequency of sanctioned and discovered fraudulent research. Data on (self)reported willingness to perform misconduct and questionable research practices are analyzed and discussed. An extensive overview on recent publications concerning topics of responsible conduct of research is presented. Finally, some suggestions to what the stakeholders could do are given, as well as easy (self)checks against scienti c misconduct. How many times does it happen that a prejudice is con rmed scienti cally? I would have to guess, but I would say not often, but when it is con rmed it is doubly reinforced. For an intellectual exercise let's, for a moment, pretend that one such prejudice is that there are two types of scientists – 1) the go-ody two-shoes scientists with their noses in books and beakers, without a worry outside the laboratory , and 2) the evil, mad scientists scheming to create a " monster " and make it " live ". The former, ultra altruistic do-gooders who do not care about worldly goods or personal gains, and the latter self-centered egomaniacs who would do anything to have their name carved in the fabric of human history. Farfetched? It may seem that way, but when in 1993 scientist were asked (1) why they publish (and publishing is the only way someone's research gets any recognition), their answers could be split down according to the proposed prejudice. Around 50% of the scientists reported that their rst choice for publishing was for the bene t of dissemination of knowledge, and thus for the general good. The other half published to further their career, improve their funding, protect patents , or for nothing less than to boost their ego! Not very altruistic of them, now is it? But how very human of them (2). A uke result? A one-time chance nding that has little to do with real life, and even less to do with scientists' reasons …


In lieu of an introduction
How many times does it happen that a prejudice is confi rmed scientifi cally?I would have to guess, but I would say not often, but when it is confi rmed it is doubly reinforced.For an intellectual exercise let's, for a moment, pretend that one such prejudice is that there are two types of scientists -1) the goody two-shoes scientists with their noses in books and beakers, without a worry outside the laboratory, and 2) the evil, mad scientists scheming to create a "monster" and make it "live".The former, ultra altruistic do-gooders who do not care about worldly goods or personal gains, and the latter self-centered egomaniacs who would do anything to have their name carved in the fabric of human history.Farfetched?It may seem that way, but when in 1993 scientist were asked (1) why they publish (and publishing is the only way someone's research gets any recognition), their answers could be split down according to the proposed prejudice.Around 50% of the scientists reported that their fi rst choice for publishing was for the benefi t of dissemination of knowledge, and thus for the general good.The other half published to further their career, improve their funding, protect patents, or for nothing less than to boost their ego!Not very altruistic of them, now is it?But how very human of them (2).A fl uke result?A one-time chance fi nding that has little to do with real life, and even less to do with scientists' reasons to do and publish research?Maybe, but some 6 years later in a repeated study by ALPSP (The Association of Learned and Professional Society Publishers), the same results surfaced (3).
So it may seem that there is an underlying truthfulness in the proposed prejudice about the altruistic and the selfi sh scientist.Of course, these data need to be observed from other view-points also, because scientists (beside their intrinsic motivations) are also exposed to external pressures to publish their research -to stay "afl oat" in the eff orts to get funding, maintain employment ("publish or perish"), and the like.Apart from these pressures sci-entists are also exposed to expectations -they are expected to know (beside their own scientifi c fi elds and usage of all the latest scientifi c equipment, word processing, fi gure preparations, statistics…) the rules and regulations of their institutions, the applicable laws, how to write well and often, how to send manuscripts for review (and how to take the reviewers' and referees' criticism, as well as editors' letters of rejection in stride), the rules that govern scientifi c publishing and communication, (non-native) usage of the language of modern, international science etc.Some might argue, especially in times of fi nancial crises, that it is also expected of scientists (and more worthy of the public funds) to do research that can be used to directly "cure" acute problems, e.g.various diseases and climate change, and that scientists who do not propose applicable research (but perform curiosity driven research) should have a harder time getting funding.So the scientists, for the privilege of doing science (for whatever intrinsic motivation they might have), also have to endure (and even thrive) under huge (extrinsic) expectations.With so many pressures, few (external) rewards [apart from the intellectual reward and recognition publications bring (4)], and the fact that even scientists are human, it is a wonder more things don't go wrong in the process.I am not the fi rst to notice that scientists are human, and their motivations (to do good and bad) may be as diverse as for any other endeavor or walk of life (5).The reasons, determination, and prediction whether one is going to be integer or perform scientifi c or professional misconduct, as well as ways of prevention are of high importance for the institutions, policy makers, and scientists themselves (6,7).Sometimes, "interesting" things about scientists of the past creep up to haunt ….. science -Gregor Mendel's "too perfect" results, Sigmund Freud's patient "histories", or Isaac Newton's calculations among others (8).Such things create the appearance that it is acceptable to "cut corners" and do sloppy "science" (9).One can argue that if a pattern of any behavior within a society (of any scale -from the governmental institutions, academia, all the way down to kindergarten) is omnipresent it becomes a "culture" -it may be wrong but everyone is "doing it", so for some, dis-honesty and cheating may be acceptable (10).
From that point on it starts being the norm, something everyone tries to emulate.Interestingly enough, it is easy to correlate such views with a countries' corruption perception index/ranking (11).

Basic RCR terminology -misconduct and QRPs
This leads us, fi nally, to the basic terminology used in describing responsible conduct of research (research integrity) and its antipode, scientifi c misconduct or fraud in science (12).As it is easier to describe the meaning of fraud and misconduct than the ideals of integrity I will start with them.Usually, the term scientifi c misconduct includes the existence of fabrication, falsifi cation and plagiarism (F, F, P) in proposing, performing, and reporting research.Briefl y and basically, fabrication (results are created/invented out of thin air) and falsifi cation (misreporting of performed research, omitting/obfuscating/manipulating data) are crimes against science itself, because they injure the fabric of future research by infl uencing its foundations -valid data.Plagiarism (taking of words/ideas of others and representing as own) is a crime against fellow researchers and although many consider it less pernicious for science, it is, nevertheless, detrimental to the overall feeling of trust/respect towards one's colleagues and the scientifi c community.Not to mention how deeply fabrication, falsifi cation, and plagiarism aff ect the public trust in science and scientists.For the most part, it is the public that fi nances the research, and for their sacrifi ce (i.e.public funding) they deserve fairness, openness, and accountability.
Besides these, the terrible three (F, F, P), there are also other forms of misconduct in research that can be called questionable research/publication practices (QRPs) -they are all serious deviations from the norm, and involve a wide variety of behaviors.Such practices are not so much destructive to science itself, rather to the research process.They create no added value to published research, introduce unnecessary uncertainty into an already complicated process, change the perception of who performed the research, and cast doubt on the truthfulness of the involved (confl icts of interest).
Typically QRPs include, but are not limited to (and it is not my goal to be exhaustive): 1) Simultaneous submission of manuscripts to several journals (trying to "reduce" the time until a final acceptance/publication) -thus performing peer-review abuse -draining the limited resources of journal editors and reviewers/referees, (ab)using their time, and running the risk of having the manuscript accepted in several journals (a QRP of its own accord).
2) Attempting to publish already published (or accepted) manuscripts -duplicate (triplicate…) or redundant publications -especially dangerous in biomedicine where such publication can influence therapeutic or diagnostic criteria by biasing future systematic reviews or meta-analyses.
3) Self plagiarism -although plagiarism involves "stealing" from others (as described earlier), stealing from oneself is (legally & logically) impossible (unless one has a multiple personality disorder).Hence, it is not a form of theft, but is a less than honest practice of recycling own words with an intention to deceive or mislead (13,14) about its originality (usually "intended" for different audiences/journals, may include copyright infringements).Sometimes it can be of such order of magnitude to be named redundant publication.Usually acceptable for adequately cited complex methodology sections of one's previously published work.
4) Salami publications -publishing manuscripts by "slicing" data from a single study that could/ should have been published as a single, complete manuscript.Best described by an example -one publishes "slices" in an infectology, pediatric, and neurologic journal after performing research on neurologic side effects of vaccination in children.

5)
Questionable authorship -with all its "pathologies" (no matter if demanded or awarded)guest, gift, planted, ghost -the only way to get on the byline of a manuscript should be earned by fulfilling intellectual criteria of authorship.Different professional bodies have somewhat differing definitions of the criteria, but in biomedicine the consensus is that the author has contributed enough to be an author when he/ she is able to publicly defend the manuscript's intellectual content -for an exhaustive list of authorship criteria see reference (15).

Not everyone is "on the same page"
Although most of the researchers can agree on the terms used to describe misconduct (F, F, P) and questionable research practices(usually within the same scientifi c fi eld -sometimes there is dissonance between the "hard" and "soft" sciences), it is still disputed how important they are for science in general, if such things happen in all fi elds of science (16) or mostly in biomedicine, if watchfulness over integrity is basis for future research (17)(18)(19), what happens to scientifi c articles that are a product of scientifi c misconduct (18)(19)(20), how often these breaches happen (21), how often they happen and are not reported (22), how harshly they have to be dealt with ( 23), [if it is harsh enough? (24)], who should (if anyone) deal with such issues (25-28), is science (and academia) self-regulating, can integrity and integer writing be taught (29)(30)(31), does such education have a lasting eff ect (32)(33)(34), how such breaches aff ect the public trust (35), etc.
How often is fraud perpetrated?Diffi cult to say.Some evidence we can get is in the biomedical field -by checking the number of papers retracted from the Medline database for reasons of misconduct or by looking at the number of cases the US government (in the form of the Offi ce of Research Integrity) has confi rmed/sanctioned.And those are just the instances that have been discovered.Some cases of plagiarism can be ferreted out using on-line databases (36).But without the help of whistleblowers, it is not easy to fi nd out serious misconduct just by looking at the numbers.How many more cases go unreported/undiscovered?One could start doing large-scale number crunching for all published manuscripts -checking for inconsistencies in the frequency of appearance of numbers in the results (37) -an exceedingly costly enterprise with very little actual benefi t.Another, oblique way of fi nding out about the possible cases is by sending out/handing out questionnaires/ surveys.These would then, ideally, give us a rough estimate of how many scientists are willing to engage in misconduct and QRPs.Recently a systematic review and meta-analysis of all survey data on fabrication and falsifi cation of research was performed (21), and revealed that approximately 2% of scientists (who answered the surveys) admitted to some sort of scientifi c misconduct at least once, with a further 30% admitting to some form of QRPs.The number of papers retracted from the public databases gives a rough estimate of fraudulent research at somewhere around 0.02 %.It seems obvious that the numbers to what the scientists admitted are (far) larger than what was actually discovered/confi rmed/sanctioned, and could be (far) less than what was actually perpetrated.
These numbers probably leave us with a strange feeling of having access (through public databases) to a lot of (not yet discovered/confi rmed) fraudulent research.It is already diffi cult keeping up with all the important publications within one's field without having to worry which of the publications are true, and which publications are going to end up being retracted.But these retractions do happen.Unfortunately, a lot of the retracted publications still infl uence modern science because, even years later, they are (regularly) cited (18)(19)(20).

Some of the big cases of the last decade
In the last decade there have been several (actually many) high-profi le international cases of sanctioned scientifi c misconduct, with tangible repercussions for the involved perpetrators (and science in general).Presented here are short backgrounds of 4 such cases (of note is that in all the cases none of the perpetrators' co-authors were ever convicted of fraud).

Hwang Woo Suk (24)
A South Korean stem cell scientist who claimed (among other things) having developed a human embryonic stem (hES) cell line.His downfall started when unethical behavior was suspected ("donation" of oocytes by lab members), while duplicated images and questionable DNA fi ngerprints were identifi ed in his publications.Eventually, his research was declared fraudulent, his publications (in Science) were retracted, and he was fi red from the Seoul National University.He was then indicted on charges of fraud, bioethics violations, and embezzlement which led to a convicted to a 2-year suspended prison sentence for bioethics violations and embezzlement (but not for fraud).

Jan Hendrik Schön (16)
A German physics star working for Lucent Technologies at the Bell Laboratories who claimed to have made breakthroughs in materials science and nanotechnology by having successfully performed experiments others only dreamed of (creating transistors on the molecular scale from plastic based materials -organic electronics).His "discoveries" initially brought him several prestigious prizes, fame, and an incredibly impressive list of publications in highly cited journals (one publication every 8 days!).After no one could replicate his research and anomalous data were discovered in his publications his work was scrutinized by a committee set up by Bell Labs.Their discoveries led to multiple retractions of published papers (8 Science, 7 Nature, and 6 Phy Rev B papers).Schön left the US and returned to Germany, where he was stripped of his doctoral degree from the University of Konstanz, and was also sanctioned by the German Research Fund (DFG, Deutsche Forschungsgemeinschaft).

Jon Sudbø (38)
A Norwegian dentist and physician at the University of Oslo who claimed (in publications to New England Journal of Medicine, the Lancet, Journal of Clinical Oncology) his research suggested that nonsteroidal anti-infl ammatory drugs (NSAIDs) diminished the risk of oral cancer, based on statistical analyses patients from a cancer patient registry.It was discovered he fabricated most of his research and at least 15 publications (as well as his doctoral dissertation).In the end he lost his doctoral degree, his publications were retracted, and licenses to work as a physician and dentist were revoked.

Eric Poehlman (23)
A US scientist from the University of Vermont who published some 200 articles on metabolic changes in aging and menopause, obesity, and exercise.It was discovered (after Walter DeNino, a former lab technician, exposed it) he falsifi ed at least 17 grant applications to the NIH, and 10 papers he published were retracted.In the aftermath he was sentenced to serve a sentence in a federal prison (one year and a day) for using falsifi ed data in proposals for federal research grants.
These cases are just some of the most prominent cases that have plagued science in the last decade, but unfortunately they are (by far) not the only ones that have drained the public funds and abused the public trust.The best way (a nice mouthful) to describe the bottom line of the eff ects of the biggest cheaters is to paraphrase a personal communication -people who perform scientifi c misconduct are, if not the lowest of the low, the worst of the worst, and the cancer of the scientifi c community, then they are at least pustulent (a combination of pestilence and pus!) boils on its clunium.

Final thoughts
Publishing one's research (or being a scientist) has always been a mixture of pleasure and pain, temptation and restraint, altruism and selfi shness, recognition and anonymity -a fi nal test of withstanding the critique of one's learned peers.Those who intentionally do wrong should also keep in mind that publishing one's research has to stand the test of time.To paraphrase a saying [most likely Abraham Lincoln, 16 th president of the US (1809 -1865) and P.T. Barnum, businessman and showman (1810 -1891) (39)]: "You can fool some of the people all of the time, and all of the people some of the time, but you cannot fool all of the people all of the time."So inevitably, someone, somewhere, sometime in the (closer or farther) future is going to want to/need to redo some part of their research, and it had better be right.Otherwise, by standing on the shoulders of (such) giants [paraphrased from words attributed to Bernard de Chartres by John of Salisbury (40,41) and Isaac Newton (39)] we would not be able to see very far.
Not to end on a sour, myopic, vertically-challenged, infectious note, it maybe of signifi cance to know that scientists are not the only ones who are (occasionally) tempted to cheat.Just like in the "prisoners' dilemma" scenarios (42), it has recently been, quite elegantly, shown in the relationship of fi g trees and fi g wasps (their possible pollinators) that for their mutualism (biological interaction between two organisms where each individual derives a benefi t) it would be costly to allow for cheating (43), i.e. the fi gs have had to fi nd ways of "punishing" the wasps who were not pollinating them (the cheaters) and "rewarding" the ones that were.The stronger the punishment, the less cheaters there were, and the better the benefi t/mutualism for the whole group.
For agencies that check if scientists cheat (to reinforce their trust that what they are doing is right) as well as for those opposed to such notions of external regulation (to overturn their views), I can end by noting two things: 1) if the public cares enough to give to science what science needs most -its trust and money (sometimes a lot of it) then, by using a token phrase of Ronald Reagan, 40 th president of the US , there has to be a body that will "Trust, but verify" (39) that the public funds are used according to the approved proposals; and 2) if "providing benefi ts to a host is costly" (43), and the host is the public, then there have to be both incentives and sanctions that promote integer behavior and punish cheating.Nature devised ways of controlling and penalizing cheating, so why not learn from nature -it is high time, isn't it?
And fi nally -to reuse the words of Kenneth D. Pimple -one of the ways of making sure that you (as a reader/scientist/funder/policy maker) know that a piece of research is not scientifi c misconduct, all