Evidence map›Paper›PMID 42354225›Full record

ArticleInternational journal of environmental research and public health2026

Exploring Inflation-Related Public Discourse Relevant to Social Determinants of Health Using Social Media Data.

Yifan Zhang, Nethra Sambamoorthi, R Constance Wiener, Hao Wang, Chan Shen, Sophie Mitra, Patricia A Findley, Usha Sambamoorthi

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 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

8 authors.

Yifan ZhangDepartment of Pharmacotherapy, College of Pharmacy, University of North Texas Health Science Center, Fort Worth, TX 76107, USA.
Nethra SambamoorthiDepartment of Pharmacotherapy, College of Pharmacy, University of North Texas Health Science Center, Fort Worth, TX 76107, USA.
R Constance WienerDental Public Health and Professional Practice, West Virginia University, Morgantown, WV 26506, USA.ORCID 0000-0003-0371-6699
Hao WangEmergency Medicine, JPS Health Network, Fort Worth, TX 76104, USA.ORCID 0000-0002-5105-0951
Chan ShenDepartment of Surgery, Pennsylvania State University, Hershey, PA 17033, USA.ORCID 0000-0001-5680-3134
Sophie MitraDepartment of Economics, Fordham University, Bronx, NY 10458, USA.ORCID 0000-0001-7283-6630
Patricia A FindleySchool of Social Work, Loyola University Chicago, Chicago, IL 60611, USA.ORCID 0000-0001-6924-8248
Usha SambamoorthiDepartment of Pharmacotherapy, College of Pharmacy, University of North Texas Health Science Center, Fort Worth, TX 76107, USA.ORCID 0000-0001-8311-1360

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Inflation, recognized as a social determinant of health (SDOH), significantly affects the daily lives of individuals through the rising costs of food, housing, and other basic needs, all of which are public health concerns. Since the COVID-19 pandemic, inflation has become a prominent concern in the U.S. and has been linked to increased stress and poor mental health among adults. While data on inflation is tracked routinely, how it is discussed publicly is understudied. Social media platforms provide insights into how inflation is framed and experienced by the public, and these assessments may be used to determine public health needs and policy advocacy. In this study, we conducted a time-bound, platform-specific case study of inflation-related discourse on X (formerly Twitter). Analysis revealed a predominance of negative sentiments (68.5%) including frustration and distrust. Posts primarily concerned monetary policy/government spending (31.6%), Federal Reserve interest rates/financial markets (24.5%), and U.S. presidential politics (12.9%). The users did not explicitly discuss personal-level hardships, and the discussions largely focused on macro-level issues framed in polarized political perspectives. These patterns matter for public health because institutional trust shapes support for social and health policies. Our study findings suggest a fragmented social environment that may exacerbate community-wide anxiety and challenge health promotion efforts and the need for public health surveillance through surveys or personal interviews to identify and address the psychological burden of inflation.

Indexed as

Social Determinants of HealthSocial MediaCOVID-19HumansPandemicsPublic HealthSARS-CoV-2United StatesAI validationcontent analysisinflationpublic health stressorsentiment analysissocial determinants of healthsocial media

Identifiers

PMID42354225
PMCPMC13299434

What OpenQuestion holds

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LicenceCC BY
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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.