Evidence map›Paper›PMID 42039074›Full record

ArticleFrontiers in psychology2026

Positive emotions in fairy-tale reading: a text-mining study of nostalgia among adult purchasers from 1,428 online reviews.

Caizhen Liu, Tangying Feng, Jing Wang

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Caizhen LiuSchool of Humanities and International Communication, Ningbo, Zhejiang, China.
Tangying FengSchool of Humanities and International Communication, Ningbo, Zhejiang, China.
Jing WangCollege of Child Development and Education, Zhejiang Normal University, Hangzhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite the popularity of Chinese classic fairy tales, research on the psychological associations of reading such stories remains limited, especially regarding the discursive expressions and functions of nostalgia. This study explores the association between nostalgia and the reported experience of reading Chinese classic fairy tales among adult purchasers. Taking the classic "Chinese Fairy Tales" (12 volumes) on Dangdang.com as a case, we collected 1,428 purchaser reviews through crawler technology. Text-mining and sentiment analysis were employed to analyze purchasers' reported reading experiences and identify psychological factors specifically related to fairy-tale reading. Findings reveal that nostalgia emerges as a prominent discursive theme in adult purchasers' reviews when discussing their selection of fairy tales for children. The theory of readers' nostalgia and psychological ownership-encompassing five aspects: occupying a position, self-efficacy, self-identity, responsibility, and territoriality-is clearly reflected in the analyzed discourse. This study highlights the role of nostalgia in adult purchasers' book-selection motivations and offers an exploratory mapping of psychological ownership themes in the context of nostalgic reading.

Indexed as

Chinese culturefairy talesnostalgiaonline reviewspsychological ownershipreading motivationtext mining

Identifiers

PMID42039074
PMCPMC13105944

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.