Evidence map›Paper›PMID 36079781›Full record

ArticleNutrients2022

Choice Experiment Assessment of Consumer Preferences for Yogurt Products Attributes: Evidence from Taiwan.

Min-Yen Chang, Chien-Cheng Huang, Ying-Chi Du, Han-Shen Chen

Abstract read
In one paragraph

Article in Nutrients, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Min-Yen ChangDepartment of Accounting, Jiaxing University, Jiaxing 314001, China.
Chien-Cheng HuangDepartment of Health Industry Technology Management, Chung Shan Medical University, Taichung City 40201, Taiwan.
Ying-Chi DuDivision of Forest Protection, Taiwan Forestry Research Institute, 53 Nan-Hai Road, Taipei 10066, Taiwan.
Han-Shen ChenDepartment of Health Industry Technology Management, Chung Shan Medical University, Taichung City 40201, Taiwan.ORCID 0000-0002-5201-2615

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Previous studies on consumer yogurt preferences have mainly focused on added sugar, nutrient content, and health claims, leaving several knowledge gaps that should be filled through in-depth research. In this study, a more complete multi-attribute preference model was developed using the number of probiotic types, type of milk source, presence of edible gels (GEL), and usage of health food labels as the main yogurt attributes. A choice experiment (CE) was then conducted to investigate the relationship between multiple attribute preferences and willingness-to-pay (WTP). A total of 435 valid questionnaires were collected by the convenience sampling method. The results show that (1) respondents highly value the health food label (HEA), followed by the number of probiotic types (PRO); (2) the highest WTP in the conditional logit (CL) model was New Taiwan Dollar (NTD) (USD 10.5 for HEA, and the lowest was NTD 1.0 for 100% milk powder (MLK

Indexed as

Consumer BehaviorYogurtChildChoice BehaviorFood LabelingFood PreferencesHumansPowdersTaiwanPowdersconsumer behaviorfood and healthfood choicehealth food certification labelswillingness to pay

Identifiers

PMID36079781
PMCPMC9460311

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.