Evidence map›Paper›PMID 42531260›Full record

ArticlePloS one2026

Motivations and segmentation of instagram users as a social network site: Their sociodemographic profiles, satisfaction and loyalty.

Mauricio Carvache-Franco, Ana Beatriz Hernández-Lara, Orly Carvache-Franco, Wilmer Carvache-Franco

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

4 authors.

Mauricio Carvache-FrancoUniversidad Bolivariana del Ecuador, Campus Durán Km 5.5 Vía Durán Yaguachi, Durán, Ecuador.
Ana Beatriz Hernández-LaraUniversitat Rovira i Virgili, Departament de Gestió d'Empreses, Avinguda Universitat, Reus, Spain.
Orly Carvache-FrancoUniversidad Espíritu Santo, Km. 2.5 Vía a Samborondón, Samborondón, Ecuador.
Wilmer Carvache-FrancoEscuela Superior Politécnica del Litoral, ESPOL. Facultad de Ciencias Sociales y Humanísticas, Campus Gustavo Galindo Km Vía Perimetral, Guayaquil, Ecuador.ORCID https://orcid.org/0000-0001-5420-1092

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Millions of Internet users interact daily with social network sites (SNS), and these figures are still expected to grow. This study aimed to identify the motivations and typology of different types of Instagram users, specifically pursuing these objectives: (1) to identify the motivations that lead individuals to use Instagram as a SNS; (2) to establish user segments based on these motivations; (3) to determine how these segments relate to user satisfaction and loyalty; and (4) to explore the relationship between the identified segments and key socio‑economic and demographic variables. The study was carried out through an online survey composed of 369 participants. For data analysis, factorial analysis, the K-means segmentation method, and the Chi-square test were used. Four motivational dimensions in the use of Instagram were identified, related to "Curiosity, Creativity, and Documentation," "Self-expression," "Socialization," and "Recreation." In addition, three distinct segments of Instagram users were identified based on their underlying motivations: "Enthusiasts", "Spectators", and "Passive Users". Among them, the Enthusiasts emerged as the group displaying the highest levels of satisfaction and loyalty within the platform. The study further assessed the socio-economic and demographic profiles of each segment. This study offers original value by categorizing users based on their motivations, examining how these motivations relate to satisfaction and loyalty, and identifying the socio-economic and demographic profiles of the different user segments. The findings contribute to strategic frameworks for digital marketing and audience segmentation, providing organizations and businesses, particularly those that use Instagram as a communication, sales, or business channel, with actionable insights. Overall, this research establishes a solid foundation for future studies and practical applications in social media strategy, consumer behavior, and digital marketing.

Indexed as

MotivationPersonal SatisfactionSocial MediaSocial NetworkingAdolescentAdultDigital MediaFemaleHumansInternetMaleMiddle AgedSocial GroupSociodemographic FactorsSurveys and QuestionnairesYoung Adult

Identifiers

PMID42531260
PMCPMC13423056

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.