Internet as a Source of Health Information and its Perceived Influence on Personal Empowerment
Bibliographic record
Abstract
The primary aim of this study is twofold. First, the authors seek to identify the factors that influence members of the general public to conduct Internet searches for health information. Their second intent is to explore the influence such Internet use has on three types of personal empowerment. In the summer of 2007 the authors conducted a household sample survey of a population of Canadian adults. A total of 261 self-administered questionnaires were returned to the researchers. Our findings indicate that use of the Internet as a source of health information is directly related to three main factors: sex, age and the individual’s perceived ability to understand, interpret and use the medical information available online. Further, their results lend support to the notion that using the Internet to search for information about health issues represents a more consumer based and participative approach to health care. This study is one of the first to relate Internet use to various forms of personal empowerment. This area appears to have great potential as a means by which consumers can become more empowered in managing personal health issues.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.011 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".