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Which types of conflicts of interest do you believe are most likely to influence research outcomes?
Results
(132 Answers)
Answer Explanations
- Ideological or personal beliefs Political pressures or considerationsuser-578261Ideological and personal beliefs influence how individuals interpret information, make decisions, and respond to issues. These beliefs are shaped by culture, religion, values, and personal experiences, and they often determine attitudes toward social, political, or health-related matters. Therefore, they play a significant role in shaping behavior and perspectives.
- Ideological or personal beliefsuser-657321Ideology affects study design and analysis, mostly design. This has been empirically demonstrated and r2sonates with my personal experience.
- Political pressures or considerationsuser-344135Political pressure can determine the research questions asked, the dependent measures (content and wording), and the reporting of results.
- Other (please specify)user-244210expectation of outcome
- Financial conflicts with industry/private sector Political pressures or considerationsuser-110820,
- Other (please specify)user-468267Policy of phasing out animal research
- Financial conflicts with industry/private sector Academic career incentivesuser-813724Time and time again, money pressures and career incentives prove to unduly influence what researchers hide, emphasize, or fabricate. For instance, some years ago, a famous researcher who studied lying was caught lying about his data, and evidence suggested money and institutional prestige played a role in his behavior.
Certainly, all of these factors play a role to some extent, but there is no escaping the fact that money and career incentives are significant drivers of COIs. - Academic career incentives Ideological or personal beliefsuser-644606Less easily proven if they get caught + feeling of doing the right thing if it follows strong personal beliefs
- Academic career incentives Ideological or personal beliefsuser-520983Ideological or personal beliefs are the ultimate poison in science. With these individuals, if the data points to the opposite of their ideology, research results will often not get published or tweaked so that the data fits the belief narrative. These events can also occur in order to promote the investigator's line of research especially when the academic career depends on getting the next grant.
- Financial conflicts with industry/private sector Ideological or personal beliefsuser-573537Examples abound on the pervasive influence of financial interests having a very important role both in the design and results communication of research, recently, perhaps ideological issues have taken a very front-line place, specially in vaccination related communications.
- Academic career incentivesuser-989010With increasing pressure to get manuscripts published and grants funded, stress about the academic career is going to guide research outcomes.
- Academic career incentivesuser-456425Current academic carrirs incitivates maily quantity (1) and high-level-journal publiactions (2). Both criteria do not leave time for deep research, the former pushing for fast/frequent publications, the second is open mainly for proof of concept break-through results, does not accept further in-depth research and especially does not stimulate confirming any strong result - confirmatios are typically publishable only in second level journals
- Financial conflicts with industry/private sector Political pressures or considerationsuser-543438It is currently a difficult time to be conducting research. Research dollars are being limited despite needing to grow research to benefit humanity in general. Additionally, pressure from industry and political entities threatens true research integrity.
- Ideological or personal beliefsuser-616480The interpretation of any scientific evidence incorporates the preexisting knowledge or beliefs a person or group brings to that process.
- Academic career incentives Ideological or personal beliefsuser-153764These responses come from my experience with bisphenol A toxicology risk assessment.
- Academic career incentivesuser-685Need publications to get tenure and promotions
- Ideological or personal beliefs Political pressures or considerationsuser-965025Salaries and bonuses in industry or tenure in academia are small compared to the passions of ideological believers. I worked in the private sector for many years. It was a job. I conducted science as a living. I was never given any incentive financial, or other, to make statements beyond what the data showed. In contrast, I watch the millions of dollars flow from political action groups and I am appalled at how openly this money moves from wallets to decision makers.
- Financial conflicts with industry/private sector Ideological or personal beliefsuser-196036In my opinion, a conflict of interest arises in scientific research when the objective, such as the accuracy of the results, clashes with secondary interests (financial, personal, academic), thereby compromising the objectivity of the research.
From my perspective, all types of conflicts of interest can be involved, as detailed below:
1. Conflicts of Interest Involving Financial Investors:
Direct Funding: Financial support from companies may influence the course of the results.
Copyright Ownership: The funded vehicle may not have a trademark or patent.
Rewards and Bribes: Researchers may receive financial or indirect payments from contacts within the research.
2. Conflicts of Interest Involving Personal Interests:
Family or Professional Relationships: The researcher may wish to evaluate related family or professional relationships.
Personal Contributions: Previous academic disciplines may lead to the rejection of personal research.
3. Conflicts of Interest Involving Personal Beliefs:
The opinions of readers or reviewers may influence the interpretation of the results. Because
the impact of conflicts of interest on the neutrality of the data and the scientific interpretation is weak, making full disclosure essential and maintaining integrity paramount. - Financial conflicts with industry/private sector Academic career incentivesuser-269790Companies with big pockets often sponsor research. Chances are the protocol and findings will be biased.
The "publish or perish" academic advancement system is a good incentive for forged data. - Other (please specify)user-960199This is not a good question, since the opportunity for conflicts exist in all of these selections. It is the individual scientist who makes the decision on the basis of a conflict. Unfortunately, we have such scientists (albeit few) in all of these areas.
- Institutional conflicts of interest Political pressures or considerationsuser-890708The academic community is currently experiencing intense internal competition, which is partly due to limited resources and excessive utilitarianism, affecting academic outcomes. Additionally, political pressure and the varying goals of different political groups can also impact the results.
- Financial conflicts with industry/private sectoruser-371602Financial ties to industry can bias results in favor of sponsors, while career pressures can lead to selective reporting and interpretation. Both influence scientific objectivity, even if career-related conflicts are less visible.
- Other (please specify)user-266855All of the above. It depends on the research area where the team is based and who they report to.
- Financial conflicts with industry/private sector Academic career incentivesuser-616368In some places the struggle for permanent positions is hard enough as to push people to forget the existence of personal interest.
- Financial conflicts with industry/private sector Institutional conflicts of interestuser-566604The achievment of any research depends on finanacial source to bay materials required for research. As well as Institutional conflicts of interest also affects the out come of any research due to the reason that creating a good environment for research leads to fruitfull result.
- Financial conflicts with industry/private sector Ideological or personal beliefsuser-683654Sometimes, people win grants as a team and there is competition on who does what from the financial point of view.
There are also ideological or personal beliefs in group. I have met a few of such. - Financial conflicts with industry/private sectoruser-595708The private sector has more money and can invest or influence research in any field!
- Financial conflicts with industry/private sector Political pressures or considerationsuser-653293On Financial conflicts, reviewers can become biased by not giving a proper and objective review in fear of sabotaging the financial benefits they have with an industry
- Financial conflicts with industry/private sector Institutional conflicts of interestuser-400829Scientific integrity often leads to findings that run counter to the economic or political interests of the companies that have hired the scientist in question.
- Financial conflicts with industry/private sector Ideological or personal beliefsuser-854947So difficult to choose. Ideological /personal beliefs could interfere with the research methodology, promoting erroneous results. After the pandemic, the number of scientific publications reporting spurious correlations increased due to personal beliefs. Unfortunately, in financial conflicts, some studies are locked to show only beneficial results to promote the partner, and consequently, more grants are awarded.
- Ideological or personal beliefs Political pressures or considerationssab2xWe are already seeing the impact of political pressure on science, so enough said on that. Not unusual to see ideological or personal beliefs playing an overly strong role in setting hypotheses, impacting study design, or even impacting grant selection/scoring. I have never seen any evidence of financial conflict impacting research outcome, though I suppose it could & requiring reporting of potential conflicts is a good tool to minimize the potential problem.
- Financial conflicts with industry/private sector Ideological or personal beliefsuser-508016The most significant conflicts of interest in the publication of research results arise from the impact on the private business sector when researchers have contractual relationships or receive funding from private sources. In some cases, this is because the results may affect commercial interests, which in turn can jeopardize future research funding. Ideological factors also play an important role and may bias the interpretation of results. For example, topics such as vaccines or agrochemicals, whose effects are often controversial, tend to be influenced by underlying political ideologies.
- Academic career incentivesuser-965103Financial conflicts of interest are likely to be indirect career incentives. The expert (in medicine) is the person doing the huge trials that only the industry can afford. Working with industry gives you a financial conflict, but also a career advantage. Similarly for institutional conflict of interest and political pressures. On top of that, there's the general tendency of, for example, the "obesity doctors" to over-medicalize obesity. Otherwise, what would be the justification for their very job?
- Financial conflicts with industry/private sector Academic career incentivesuser-172696Industry-sponsored research is statistically more likely to report results favorable to the sponsor's product. This can manifest through the selective publication of positive data, the design of studies that favor the sponsor's product (e.g., using an inappropriate comparator), or the suppression of negative findings. In regulated environments such as those governed by OECD GLP, maintaining data integrity becomes significantly more challenging when commercial success is directly tied to research results. Sponsored research is statistically more likely to yield positive results for the sponsor's product. This may take the form of publication bias, studies that are so designed as to be more likely to detect an effect of the sponsor's product (e.g., the use of an inappropriate control product), and selective non-publication of negative results. In settings such as those governed by OECD GLP, maintaining data integrity is more difficult when financial gain hinges on the study's outcome. This creates an incentive for "positive result bias" - to produce "significant" results in order to advance career prospects. This may result in questionable research practices (QRPs) such as p-hacking, data torturing, or "HARKing" (Hypothesizing After the Results are Known). While the overt financial motivations of industry are clearer, this unconscious motivation is arguably more ubiquitous, as it involves almost every academic scientist regardless of sub-discipline.
- Financial conflicts with industry/private sector Academic career incentivesuser-960476Financial relationships with industry remain one of the most direct and widely recognized sources of bias, particularly when study design, interpretation, or publication strategy may affect commercial interests. At the same time, academic career incentives are often underestimated. Pressure to publish, secure promotion, obtain grants, and maintain visibility can shape research questions, analytical choices, and the way uncertainty is presented. In practice, I do not think conflicts of interest are limited to money alone; career-related incentives can be just as influential, even when they are more subtle.
- Financial conflicts with industry/private sector Academic career incentivesuser-218802These are the strongest influences observed in my setting
- Financial conflicts with industry/private sector Political pressures or considerationsuser-977845Financial - because they may prevent you from sharing negative results
Political - because this could affect your safety and freedom in a country - Financial conflicts with industry/private sector Institutional conflicts of interestuser-144413Race and country of origin
- Financial conflicts with industry/private sector Academic career incentivesuser-442336I think this is what clouds most peoples' judgment
- Financial conflicts with industry/private sector Other (please specify)user-929952My other refers to relationships within the field. If you are close colleagues, it may influence research outcomes.
- Financial conflicts with industry/private sector Academic career incentivesuser-892183because financial conflicts can directly aafect study designs, data analysis and reporting results and outcomes, particullary in developing and poor countries. in addition, academic cereer incentives including number of publishing may indirectly bias researchers toward specific results or interperations.
- Financial conflicts with industry/private sector Academic career incentivesuser-628049You will find a percent of all conflict of interest cases within these different criteria. But the two that have been most prevalent are financial industry conflicts (which has also received the most attention, and hence been reigned in more in the past 20 years) and Academic career incentives (which are very noticeable to those within academia, but brushed under the rug more often than not. Consequences for the latter are also relatively mild - typically slap on the wrist equivalent - especially if the faculty is well-funded and/or tenure-track.
- Financial conflicts with industry/private sectoruser-164084A global brand, say a GMO company, might be funding a researcher; and then the research finding of the researcher contradict previous claim by the Brand on the benefit of a particular product. In such case potential conflict may arise
Debate (2 Comments)
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user-508016
Particularly when politically motivated groups or strong advocacy agendas contribute funding to research, the resulting conflict of interest add both factors: the ideologic and private sector financing.
user-164084