THE CONCEPT OF CONSUMER BEHAVIOR: DEFINITIONS IN A CONTEMPORARY MARKETING PERSPECTIVE
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
There have been some multiple understandings and considerations of the concept of consumer behavior, however little is known about the concept in this contemporary area. This research purpose is to explore the concept of consumer behavior under different aspects of its interpretation. The approach is based on a sound documentary analysis, with some direct and indirect observations. It consists of a sound search for relevant literature, followed by the evaluation of sources, an identification of themes, and gaps. The results show that there are some similarities but also some differences in the definition of the concept following the research context. As such, there is not a quite common definition of this concept. However, a common conception of consumer behavior refers to the particular perceptions of habits, lifestyles, attitude and practices. Keywords: Consumer behavior, Consumption, Africa, Marketing.
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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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it