Related Experiment Video
Updated: Jan 23, 2026

Taste Exam: A Brief and Validated Test
Published on: August 17, 2018
The HUNT4 study: the validity of questionnaire-based diagnoses
Knut Hagen1,2,3, Anders Nikolai Åsberg4, Benjamin L Uhlig4
1Department of Neuromedicine and Movement science, Faculty of Medicine, Norwegian University of Science and Technology, 7489, Trondheim, Norway. knut.hagen@ntnu.no.
Insights
The HUNT4 questionnaire accurately identifies individuals with lifetime and active migraine, validating its use in large health studies. Agreement for tension-type headache (TTH) was fair.
Area of Science:
- Neurology
- Epidemiology
- Public Health
Background:
- Headache diagnosis validation is crucial for accurate epidemiological research.
- Gold standard for diagnosis is expert personal interview.
- Selecting the best diagnostic algorithm is essential for data analysis.
Purpose of the Study:
- To validate questionnaire-based headache diagnoses against expert interviews.
- To assess the diagnostic accuracy of the HUNT4 questionnaire.
- To determine the best diagnostic algorithm for headache analysis.
Main Methods:
- The Nord-Trøndelag Health Study (HUNT4) involved 1201 participants.
- 232 participants underwent validation interviews by a headache expert.
- Sensitivity, specificity, and kappa statistics were calculated for questionnaire diagnoses.
Main Results:
- High agreement for lifetime migraine (kappa=0.65) and active migraine (kappa=0.55).
- Moderate agreement for migraine using liberal criteria (kappa=0.58) and ICDH3 criteria (kappa=0.49).
- Fair agreement for tension-type headache (TTH) (kappa=0.33).
Conclusions:
- The HUNT4 questionnaire is a valid tool for identifying migraine cases.
- The questionnaire demonstrates good accuracy for various migraine definitions.
- The tool shows fair agreement for TTH, suggesting potential limitations for this diagnosis.
Background:
Questionnaire-based headache diagnoses should be validated against diagnoses made by the gold standard, which is personal interview by a headache expert. The diagnostic algorithm with the best diagnostic accuracy should be used when later analysing the data.
Methods:
The Nord-Trøndelag Health Study (HUNT4) was performed between 2017 and 2019. Among HUNT4 participants, a total of 232 (19.3%) out of 1201 randomly invited were interviewed by a headache expert to assess the sensitivity, specificity and kappa value of the questionnaire-based headache diagnoses.
Results:
The median interval between answering the headache questions and the validation interview was 60 days (95% CI 56-62 days). The best agreements were found for self-reported lifetime migraine (sensitivity of 59%, specificity of 99%, and a kappa statistic of 0.65, 95% CI 0.55-0.75), self-reported active migraine (sensitivity of 50%, specificity of 97%, and a kappa statistic of 0.55, 95% 0.39-0.71), liberal criteria of migraine (sensitivity of 64%, specificity of 93%, and a kappa statistic of 0.58, 95% CI 0.43-0.73) and ICDH3-based migraine ≥1 days/month (sensitivity of 50%, specificity of 94%, and a kappa statistic of 0.49, 95% CI 0.30-0.68). For headache suffering ≥1 days/month a sensitivity of 90%, specificity 80%, and a kappa statistic of 0.55, 95% CI 0.41-0-69 were found. For tension-type headache (TTH) ≥ 1 days/month the agreement was 0.33 (95% CI 0.17-0.49).
Conclusion:
The HUNT4 questionnaire is a valid tool for identifying persons with lifetime migraine, self-reported active migraine and active migraine applying liberal modified criteria. The agreement for TTH was fair.
Related Concept Videos
Reliability and Validity
Diagnosing Acidosis and Alkalosis
First, the pH level is assessed to determine whether the blood pH is normal (7.35–7.45), low (acidosis), or high (alkalosis).
Next, the PCO2 and...
Data Validation
Nursing assessment guides are generally based on holistic models rather than medical...
Data Validation
Key parameters for method validation include:
Formulating and Validating Nursing Diagnosis II
Risk nursing diagnoses represent clinical judgments of an individual, family, or community more vulnerable to developing the health problem than others...
Formulating and Validating Nursing Diagnosis I
There are thirteen domains...

