Building a Foundation Your Study Can Stand On
One research objective can sometimes cover more than one closely related research question, but only when those questions represent distinct parts of the same intended accomplishment. Separate objectives are usually clearer when the questions require different evidence, analyses, constructs, or methodological tasks.
Read Guide →
Building a Foundation Your Study Can Stand On
When a research question and hypothesis do not match, identify which one accurately represents the intended inquiry before rewriting anything. The appropriate solution depends on when the mismatch is discovered, especially whether the relevant results are already known.
Read Guide →
Building a Foundation Your Study Can Stand On
An objective promises more than the design can deliver when it requires evidence or an inference that the planned study cannot validly produce. The remedy may be to narrow the objective, strengthen the design, or reconsider the research question rather than merely changing a few verbs.
Read Guide →
Building a Foundation Your Study Can Stand On
A research finding is something a study discovers or observes. It becomes a contribution when it meaningfully adds to, changes, clarifies, challenges, or strengthens existing knowledge.
Read Guide →
Building a Foundation Your Study Can Stand On
A methodological improvement can be the main contribution of a study when it meaningfully improves what researchers can measure, analyze, investigate, or conclude. Simply using a different or newer method, however, is not enough.
Read Guide →
Building a Foundation Your Study Can Stand On
A strong research contribution claim is specific enough to show exactly what the study adds, relative to what was already known, without claiming more than the evidence supports. Learn how to find the right level of specificity.
Read Guide →
Building a Foundation Your Study Can Stand On
A contribution claim can fail because it says too little or claims too much. Learn how to recognize weak, vague, and overly broad contributions and recalibrate them to what the study actually adds.
Read Guide →
Building a Foundation Your Study Can Stand On
The contribution you expect when designing a study may not be the contribution the completed research actually makes. Findings, methodological developments, and unexpected results can legitimately change the contribution, provided the final claim follows the evidence.
Read Guide →
Building a Foundation Your Study Can Stand On
A strong contribution claim does not need inflated language. Learn how to make the most defensible claim your evidence supports without exaggerating novelty, generalizability, theoretical importance, or practical implications.
Read Guide →
Building a Foundation Your Study Can Stand On
A strong study is not just a collection of individually reasonable choices. Learn how to align your research question, framework, variables, sampling, data collection, and analysis so they work together to answer the same problem.
Read Guide →
Building a Foundation Your Study Can Stand On
Research alignment means that the major parts of a study fit together logically. Learn what researchers are actually checking when they ask whether a study is aligned.
Read Guide →
Building a Foundation Your Study Can Stand On
A research problem and research question can each sound convincing while still pointing in different directions. Learn how to test whether the question actually investigates the problem your study claims to address.
Read Guide →
Building a Foundation Your Study Can Stand On
A conceptual framework can be broader than the empirical study it informs, but that does not make every omission harmless. Learn when examining only part of a framework is defensible and when the framework promises more than the study investigates.
Read Guide →
Building a Foundation Your Study Can Stand On
Having data is not the same as having the evidence needed to answer your research question. Learn how to work backward from the answer you seek to determine what evidence your study must produce.
Read Guide →
Building a Foundation Your Study Can Stand On
A method can be executed correctly and still be incapable of answering your research question. Learn how to recognize a question-method mismatch and decide whether the question, evidence, or design needs to change.
Read Guide →
Building a Foundation Your Study Can Stand On
Correct sampling, measurement, data collection, and analysis do not guarantee a coherent study. A method can be executed properly while answering a different question from the one the research claims to investigate.
Read Guide →
Building a Foundation Your Study Can Stand On
A research alignment matrix maps the connections among important parts of a study so you can inspect whether each research question has the evidence, methods, and analysis needed to answer it. It is useful as a diagnostic tool, but it is not mandatory for every study.
Read Guide →
Building a Foundation Your Study Can Stand On
A useful alignment matrix does more than place research components in adjacent cells. Learn how to build one by testing the reasoning between the cells and using mismatches as signals to revise the study.
Read Guide →
Building a Foundation Your Study Can Stand On
Not every research problem can be repaired by changing an instrument, sample, or statistical test. Learn when recurring methodological difficulties suggest that the question, framework, assumptions, or scope of the study needs reconsideration.
Read Guide →
Designing a Study You Can Defend
Quantitative, qualitative, and mixed methods approaches answer different kinds of research questions and produce different forms of evidence. The appropriate choice depends on what you need to know, not on which approach appears more rigorous.
Read Guide →
Designing a Study You Can Defend
Exploratory, descriptive, explanatory, and evaluative usually describe what a study is trying to accomplish rather than the specific procedures it uses. Distinguishing these purposes helps align the research question, evidence, design, and conclusions.
Read Guide →
Designing a Study You Can Defend
A study can legitimately be both descriptive and explanatory when its questions require both an account of what is happening and an investigation of how or why it happens. The key is ensuring that each type of claim is supported by appropriate evidence.
Read Guide →
Designing a Study You Can Defend
Research often requires methodological compromises, but some changes affect more than study quality. Learn how to recognize when a practical adjustment changes what your evidence can establish, and when the research question itself must be revised.
Read Guide →
Designing a Study You Can Defend
A research question does more than identify what you want to know. It also implies what evidence must exist before you can answer it. Learn how to identify that evidence before choosing your data source or collection method.
Read Guide →
Designing a Study You Can Defend
Collecting relevant data does not necessarily mean you can answer your research question. Learn how to identify the evidence needed to support a defensible conclusion and choose methods capable of producing it.
Read Guide →