Designing a Study You Can Defend
A coherent research protocol creates an explicit chain from the research problem to the questions or objectives and then to the design, evidence, and analysis. Every major methodological choice should help answer a stated question rather than merely appearing reasonable on its own.
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Designing a Study You Can Defend
A research protocol benefits from review by people who can evaluate its scientific logic, methods, analysis, feasibility, and ethical implications. The right reviewers depend on the study, and formal ethics review should not be confused with the broader methodological review a protocol may need.
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Designing a Study You Can Defend
You can sometimes change a research design after data collection has started, but the timing, reason, consequences, and documentation of the change matter. The key is to adapt transparently without quietly redefining the study around what the emerging data appear to show.
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Designing a Study You Can Defend
Recruitment problems do not automatically mean that a study has failed. Diagnose why recruitment is falling short before changing the strategy, because some solutions can alter the sample, introduce bias, or change the study itself.
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Designing a Study You Can Defend
Unplanned research changes should leave a reconstructable trail rather than disappearing into the final methods section. Record what was planned, what changed, why and when it changed, who made the decision, what information was available, and what consequences followed.
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Doing Research Without Compromising Ethics
Research ethics and research integrity overlap, but they are not interchangeable. Ethics asks whether research is ethically defensible, while integrity concerns whether research is conducted and represented in ways that uphold the standards and values of trustworthy research.
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Doing Research Without Compromising Ethics
A study can be scientifically rigorous yet ethically unacceptable. Strong methodology establishes that research may answer its question, not that researchers are justified in using any means necessary to obtain the answer.
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Doing Research Without Compromising Ethics
Research accountability is usually distributed rather than concentrated in one person. Investigators, institutions, sponsors, sites, funders, and other parties can each remain accountable for different aspects of the same project.
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Doing Research Without Compromising Ethics
Research institutions have responsibilities of their own, including creating appropriate governance systems, supporting research integrity, providing suitable infrastructure, clarifying accountability, and responding when problems arise. These duties do not disappear simply because a principal investigator leads the project.
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Doing Research Without Compromising Ethics
Informed consent can sometimes be waived or altered, but only under specific ethical and regulatory conditions. Researchers generally cannot skip consent simply because a study is minimal risk, retrospective, difficult to recruit for, or scientifically valuable.
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Doing Research Without Compromising Ethics
Protection becomes unfair exclusion when researchers remove a population more broadly than the actual risk requires, particularly when reasonable safeguards could permit participation and the resulting evidence is intended to apply to the people being left out.
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Doing Research Without Compromising Ethics
Convenience sampling is usually discussed as a methodological limitation, but it can also raise ethical questions. The problem becomes ethical when convenience shapes who repeatedly bears research burdens, who is excluded, how power is used, or whether participants' contributions can produce trustworthy knowledge.
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Doing Research Without Compromising Ethics
Community research becomes extractive when researchers primarily take data, knowledge, labor, samples, or access while communities have little meaningful influence over the research or its resulting value. Extraction is a pattern of relationship, not simply the act of collecting data.
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Doing Research Without Compromising Ethics
Exclusion criteria are ethically justified when they have a defensible scientific, safety, methodological, or ethical purpose. Researchers should be able to explain why each important restriction is necessary rather than treating familiar or convenient exclusions as self-justifying.
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Doing Research Without Compromising Ethics
Knowing participants personally does not make confidentiality impossible, but it changes the problem. Researchers must manage information they already know, new information learned through research, role boundaries, contextual recognition, and the possibility that others in the shared setting can identify participants.
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Doing Research Without Compromising Ethics
A participant may be identifiable even when no single detail reveals who they are. Several ordinary characteristics can combine into a distinctive profile that points to one person.
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Doing Research Without Compromising Ethics
Discovering possible illegal activity does not automatically require researchers to report it. Researchers should protect confidentiality, determine whether a specific legal or safety obligation applies, and follow the approved protocol rather than becoming investigators or informants by default.
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Doing Research Without Compromising Ethics
Communities are rarely single voices. Ethical research should identify relevant subgroups, disagreements, power differences, and overlapping interests rather than treating a leader’s view or majority position as what “the community” thinks.
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Doing Research Without Compromising Ethics
Research misconduct commonly centers on fabrication, falsification, and plagiarism, but identifying misconduct requires more than spotting a problematic result. Definitions, intent or recklessness, evidence, and the applicable policy all matter.
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Doing Research Without Compromising Ethics
Research misconduct and questionable research practices are not interchangeable. Formal misconduct is usually more narrowly defined, while other practices can still damage research integrity without meeting that threshold.
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Doing Research Without Compromising Ethics
A thesis can often be developed into one or more journal articles, but there is no universal percentage of acceptable overlap. What matters is the type of material reused, transparency, journal policy, copyright, and whether the article is genuinely shaped as a journal publication.
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Doing Research Without Compromising Ethics
Wanting publications, promotion, tenure, grants, or professional recognition does not automatically create a conflict of interest. Career interests become more concerning when a specific professional stake competes with a research responsibility or impartial decision.
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Research Concepts, Terminology & Commonly Confused Ideas
Research, inquiry, and investigation all involve seeking answers, but the terms emphasize different aspects of that process. Understanding their overlap helps clarify when asking questions or investigating a problem becomes formal research.
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Research Concepts, Terminology & Commonly Confused Ideas
Basic research seeks understanding without a specific practical application as its primary aim, while applied research is directed toward a specific practical objective. The distinction is useful, but many studies sit closer to a continuum than a clean either-or divide.
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Research Software, Digital Tools & Computational Workflows
You can conduct academic research without a reference manager, but manual reference management becomes increasingly difficult as your sources, projects, and citations grow. Here is how to decide when using one is worth the effort.
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