General Model of Guided Inquiry
General Model of Guided Inquiry
The six stages
- Problem identification (awareness of a real problem)
- Statement of research objectives, making testable hypothesis
- Collect data, gather evidence (experiments, surveys)
- Interpret data (meaningful statements, test hypothesis)
- Develop tentative conclusions
- Further testing (can the result be replicated?)
Why this model is general
- It applies to scientific research
- It applies to social inquiry
- It applies to information inquiry
- It applies to historical inquiry
- Real research follows this shape
Connection to the six steps
- The six steps are how to teach an inquiry
- This general model is the structure of inquiry itself
- Both connect to each other naturally
The two are related but distinct. The teaching steps are how a teacher plans and runs an inquiry. The general model is the underlying structure of any inquiry, including professional research.
A teacher who knows both can teach inquiry that mirrors real research. A teacher who knows only the teaching steps may produce shallow imitation of inquiry.
What the general model is
Presents a six-stage general model. This applies to any inquiry: scientific, social, historical, or other.
The same model that produces academic research can be used in classrooms. Students can do mini-research using the same structure.
Stage 1: Problem identification
The first stage is awareness. The student (or teacher) notices that something needs investigation.
This requires alertness. A student who passes through life without noticing problems will not become an inquirer. A student trained to notice issues will find investigations everywhere.
Examples of problem awareness:
- Health. “Our children do not eat a balanced diet.”
- Civic. “Students in our class do not complete homework on schedule.”
- Social. “Our community does not actively participate in civic issues.”
- Scientific. “Some plants in our garden are wilting; others are not.”
The teacher’s role at this stage is to help students notice. They might point out something for students to consider. They might ask students to look around and identify what catches their attention.
For guided inductive inquiry, the teacher decides the problem. For unguided, the students do. Either way, the inquiry begins with someone identifying that there is a problem worth investigating.
Stage 2: Statement of research objectives, testable hypothesis
After identifying a problem, the inquirer formulates a hypothesis. A specific, testable claim that the inquiry will examine.
A hypothesis must be:
- Specific. Vague hypotheses cannot be tested.
- Testable. It must be possible to gather evidence that supports or refutes it.
- Falsifiable. Some possible evidence would disprove it.
For the balanced diet problem:
Hypothesis: “If students do not take a balanced diet, they cannot maintain good health.”
This is specific. It is testable (compare students with balanced and unbalanced diets). It is falsifiable (one could find healthy students with unbalanced diets).
For the homework problem:
Hypothesis: “Students do not complete homework because they have too many extracurricular commitments.”
Specific, testable (gather data on homework completion and extracurricular involvement), falsifiable (find students with many commitments who still complete homework).
For the plant problem:
Hypothesis: “The plants are wilting due to insufficient sunlight in those areas of the garden.”
Specific, testable (measure sunlight in different areas), falsifiable (find well-lit areas where plants still wilt).
The hypothesis frames the rest of the inquiry. It tells students what to look for.
Stage 3: Collect data, gather evidence
The third stage is data gathering. Students go out and collect what they need.
Methods depend on the inquiry type:
For scientific inquiry: experiments, measurements, controlled observations.
For information inquiry: surveys, interviews, document review.
For social inquiry: observation, interviews, surveys.
For historical inquiry: primary sources, secondary sources, artifacts.
The teacher must teach students which methods fit which inquiries. A student who tries to use experiments for a historical inquiry will fail. A student who tries surveys for a chemistry question will fail.
For balanced diet inquiry:
Students might:
- Survey class about typical eating patterns.
- Compare reported diets to known nutritional standards.
- Interview a nutritionist if available.
- Read about common deficiencies and their effects.
For homework completion inquiry:
Students might:
- Survey classmates about homework habits.
- Track their own homework patterns over a week.
- Interview teachers about completion rates.
- Compare students who complete vs those who do not.
Each inquiry has its appropriate methods. The teacher helps students choose well.
Stage 4: Interpret data
After data is collected, students interpret it. What does the data show? Does it support the hypothesis or not?
This is the assimilation stage from earlier. Students organize, analyze, and make sense of the data.
For the balanced diet hypothesis:
The data might show:
- 70% of students have notably unbalanced diets.
- Of those, half report low energy or frequent illness.
- Of students with balanced diets, only 10% report similar issues.
Interpretation: the data supports the hypothesis. Unbalanced diets correlate with health problems.
But interpretation also recognizes limits:
- The sample is small.
- Self-reported data has biases.
- Other factors might explain the correlation.
A skilled interpreter notes both the support and the limits.
At this stage, students “make meaningful statements and test their hypothesis.” They go beyond describing the data. They use it to evaluate the hypothesis.
Stage 5: Develop tentative conclusions
After interpretation, students draw conclusions.
The emphasis is on “tentative.” Conclusions in inquiry are not final. They are the best understanding given current evidence. New evidence might revise them.
For the balanced diet inquiry:
A tentative conclusion: “Based on our data, students with unbalanced diets in our class are more likely to report health issues. This supports the hypothesis that diet matters for health, but the sample is small and self-reported.”
This conclusion is honest about its limits. It supports the hypothesis but does not overclaim.
A weaker conclusion would be: “Unbalanced diets cause illness.” This overclaims based on a small study.
A teacher who builds the habit of tentative conclusions produces students who think honestly about evidence.
Stage 6: Test further
The final stage. Students consider whether their conclusion can be tested further. Other groups might reach similar conclusions with similar data, strengthening the result. Or they might reach different conclusions, weakening it.
For the balanced diet inquiry:
Students give their data and case studies to another group. The other group conducts a similar analysis. If they reach a similar conclusion, the original conclusion is strengthened. If different, the original conclusion is weakened.
This is replication, the cornerstone of scientific research. Real research is not one study; it is multiple studies converging (or diverging) on a finding.
In a classroom, replication might mean:
- Different student groups doing similar inquiries.
- The same inquiry repeated in a different setting.
- Comparing class findings to existing research.
Each form adds to the strength of the conclusion (or shows where it does not hold).
A student who learns this stage learns scientific humility. They do not overclaim from a single study. They look for converging evidence.
How the general model connects to teaching
They are different but related.
Teaching steps:
- Decide generalization.
- Organize materials.
- Summary.
- Identify patterns.
- Generalization.
- Proof.
General model stages:
- Problem identification.
- Hypothesis.
- Data collection.
- Interpretation.
- Tentative conclusion.
- Further testing.
The teaching steps are how the teacher plans and runs the inquiry. The general model is the underlying structure of the inquiry itself.
The two map roughly:
- Teaching steps 1-2 set up the inquiry (corresponding to model stages 1-2: identifying the problem and forming the hypothesis).
- Teaching step 3 (summary) corresponds to model stage 4 (interpretation).
- Teaching step 4 (identifying patterns) corresponds to model stage 4 (interpretation).
- Teaching step 5 (generalization) corresponds to model stage 5 (tentative conclusion).
- Teaching step 6 (proof) corresponds to model stage 6 (further testing).
The teacher uses the teaching steps to design and run the inquiry. The students experience the general model.
Why this matters
A teacher who knows the general model can ensure their classroom inquiries are real, not pretend.
Real inquiry: problem, hypothesis, data, interpretation, conclusion, testing. Students experience the actual structure of research.
Pretend inquiry: activities labeled as inquiry but missing key stages. Students do not experience real research.
’s emphasis on the general model is to ensure teachers know what real inquiry looks like. Without this knowledge, “inquiry” can become whatever the teacher does. With it, inquiry is genuine.
The general model also helps when teaching upper-grade or college-bound students. They will encounter this model in their later studies. Familiarity with it now prepares them.
Problem, hypothesis, data, interpret, conclude, test further
Problem identification (awareness).
Statement of research objectives, testable hypothesis.
Collect data through appropriate methods.
Interpret data (test the hypothesis).
Develop tentative conclusions.
Test further (replication).
This model fits all real research. Students who experience it in school recognize it later in academic and professional contexts.
What teachers should do
To use the general model in classroom inquiries:
1. Frame inquiries as research. Refer to “research questions” and “hypotheses,” not “topics” and “assignments.”
2. Insist on testable hypotheses. Vague claims don’t qualify as hypotheses. Push for specificity.
3. Match data methods to inquiry types. Teach students which methods fit which questions.
4. Require interpretation, not just data display. Students must say what the data means.
5. Use “tentative” language for conclusions. Conclusions are tentative, never final.
6. Encourage replication. Have multiple groups work on related inquiries to compare findings.
A teacher who applies these six practices teaches research, not just inquiry-like activities.