Evidence map›Paper›PMID 41550477›Full record

ArticlePreventive medicine reports2026

Cigarette purchasing behaviors and financial burden of cigarette spending after a major tobacco tax increase in California: A descriptive analysis of household panel data.

Dian Gu, Hai-Yen Sung, Tingting Yao, Yingning Wang, Courtney Keeler, Wendy Max

Abstract read
In one paragraph

Article in Preventive medicine reports, 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

6 authors.

Dian GuInstitute for Health & Aging, School of Nursing, University of California San Francisco, San Francisco, CA 94143, United States.
Hai-Yen SungInstitute for Health & Aging, School of Nursing, University of California San Francisco, San Francisco, CA 94143, United States.
Tingting YaoInstitute for Health & Aging, School of Nursing, University of California San Francisco, San Francisco, CA 94143, United States.
Yingning WangInstitute for Health & Aging, School of Nursing, University of California San Francisco, San Francisco, CA 94143, United States.
Courtney KeelerDepartment of Population Health Sciences, School of Nursing, University of San Francisco, San Francisco, CA 94143, United States.
Wendy MaxInstitute for Health & Aging, School of Nursing, University of California San Francisco, San Francisco, CA 94143, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To examine the longitudinal patterns in cigarette purchasing behaviors and financial burden of cigarette spending among California households following the implementation of Proposition 56, which increased cigarette excise taxes by $2-per-pack in April 2017. Methods: Using longitudinal NielsenIQ Consumer Panel data, we identified a cohort of 2324 California households that participated continuously from 2016 through 2022. We compared outcomes - cigarette purchasing behaviors and financial burden of cigarette spending - from the 2016 baseline to each follow-up year and the 5-year average during 2018-2022 (post-implementation), both overall and by income group. Results: In 2016, 10.6 % of California households purchased cigarettes; this percentage declined steadily to 4.2 % in 2022 ( Conclusions: The percentage of California households purchasing cigarettes declined across all income groups over five years after Proposition 56, with the smallest declines among low-income households. In this group, annual cigarette spending increased significantly in the fourth and fifth post-implementation years.

Indexed as

Cigarette purchaseCigarette spendingFinancial burdenTobacco disparityTobacco tax policy

Identifiers

PMID41550477
PMCPMC12808600

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.