Evidence map›Paper›PMID 32190716›Full record

ArticleTobacco regulatory science2020

E-cigarette Product Preferences among Adult Smokers: A Discrete Choice Experiment.

Ce Shang, Scott R Weaver, Justin S White, Jidong Huang, James Nonnemaker, Kai-Wen Cheng, Frank J Chaloupka

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Tobacco regulatory science, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Article
  6. Article
  7. Impact of Little Cigars and Cigarillos Packaging Features on Product Preference.International journal of environmental research and public health · 2021
    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

7 authors.

Ce ShangCe Shang, Assistant Professor, Department of Pediatrics, Oklahoma Tobacco Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK. Scott R. Weaver, Research Associate Professor, Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA. Justin S. White, Assistant Professor, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA. Jidong Huang, Associate Professor, Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, Atlanta, GA. James Nonnemaker, Senior Research Scientist, RTI International Research Triangle Park, Durham, NC. Kai-Wen Cheng, Assistant Professor, Department of Health Administration, Governors State University, University Park, IL. Frank J. Chaloupka, Professor, Division of Health Policy and Administration, School of Public Health, University of Illinois at Chicago, Chicago, IL.
Scott R WeaverCe Shang, Assistant Professor, Department of Pediatrics, Oklahoma Tobacco Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK. Scott R. Weaver, Research Associate Professor, Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA. Justin S. White, Assistant Professor, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA. Jidong Huang, Associate Professor, Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, Atlanta, GA. James Nonnemaker, Senior Research Scientist, RTI International Research Triangle Park, Durham, NC. Kai-Wen Cheng, Assistant Professor, Department of Health Administration, Governors State University, University Park, IL. Frank J. Chaloupka, Professor, Division of Health Policy and Administration, School of Public Health, University of Illinois at Chicago, Chicago, IL.
Justin S WhiteCe Shang, Assistant Professor, Department of Pediatrics, Oklahoma Tobacco Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK. Scott R. Weaver, Research Associate Professor, Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA. Justin S. White, Assistant Professor, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA. Jidong Huang, Associate Professor, Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, Atlanta, GA. James Nonnemaker, Senior Research Scientist, RTI International Research Triangle Park, Durham, NC. Kai-Wen Cheng, Assistant Professor, Department of Health Administration, Governors State University, University Park, IL. Frank J. Chaloupka, Professor, Division of Health Policy and Administration, School of Public Health, University of Illinois at Chicago, Chicago, IL.
Jidong HuangCe Shang, Assistant Professor, Department of Pediatrics, Oklahoma Tobacco Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK. Scott R. Weaver, Research Associate Professor, Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA. Justin S. White, Assistant Professor, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA. Jidong Huang, Associate Professor, Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, Atlanta, GA. James Nonnemaker, Senior Research Scientist, RTI International Research Triangle Park, Durham, NC. Kai-Wen Cheng, Assistant Professor, Department of Health Administration, Governors State University, University Park, IL. Frank J. Chaloupka, Professor, Division of Health Policy and Administration, School of Public Health, University of Illinois at Chicago, Chicago, IL.
James NonnemakerCe Shang, Assistant Professor, Department of Pediatrics, Oklahoma Tobacco Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK. Scott R. Weaver, Research Associate Professor, Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA. Justin S. White, Assistant Professor, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA. Jidong Huang, Associate Professor, Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, Atlanta, GA. James Nonnemaker, Senior Research Scientist, RTI International Research Triangle Park, Durham, NC. Kai-Wen Cheng, Assistant Professor, Department of Health Administration, Governors State University, University Park, IL. Frank J. Chaloupka, Professor, Division of Health Policy and Administration, School of Public Health, University of Illinois at Chicago, Chicago, IL.
Kai-Wen ChengCe Shang, Assistant Professor, Department of Pediatrics, Oklahoma Tobacco Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK. Scott R. Weaver, Research Associate Professor, Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA. Justin S. White, Assistant Professor, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA. Jidong Huang, Associate Professor, Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, Atlanta, GA. James Nonnemaker, Senior Research Scientist, RTI International Research Triangle Park, Durham, NC. Kai-Wen Cheng, Assistant Professor, Department of Health Administration, Governors State University, University Park, IL. Frank J. Chaloupka, Professor, Division of Health Policy and Administration, School of Public Health, University of Illinois at Chicago, Chicago, IL.
Frank J ChaloupkaCe Shang, Assistant Professor, Department of Pediatrics, Oklahoma Tobacco Research Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK. Scott R. Weaver, Research Associate Professor, Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA. Justin S. White, Assistant Professor, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA. Jidong Huang, Associate Professor, Department of Health Policy and Behavioral Sciences, School of Public Health, Georgia State University, Atlanta, GA. James Nonnemaker, Senior Research Scientist, RTI International Research Triangle Park, Durham, NC. Kai-Wen Cheng, Assistant Professor, Department of Health Administration, Governors State University, University Park, IL. Frank J. Chaloupka, Professor, Division of Health Policy and Administration, School of Public Health, University of Illinois at Chicago, Chicago, IL.

Funding

The Science of Decision Making: Connecting People and PolicyP50DA036128 · NIDA · GEORGIA STATE UNIVERSITY · PI ERIKSEN, MICHAEL PAUL · 2013 to 2018
$19.4M
US and International Evidence on Factors Leading to Tax Avoidance and Evasion and Their Impact on Drinking Behaviors and ConsequencesK99AA024810 · NIAAA · UNIVERSITY OF ILLINOIS AT CHICAGO · PI SHANG, CE · 2016 to 2017
$325k
NIAAA NIH HHS K99 AA024810NIDA NIH HHS P50 DA036128
6 · The paper itself

Abstract

objectivesIn this study, we used a discrete choice experiment (DCE) conducted August-October 2017 to examine electronic nicotine delivery systems (ENDS) product preferences in a national sample of adult smokers (N = 1154) who were also using ENDS or had not ruled out future use.

methodsThe DCE evaluated 5 ENDS attributes: relative harm; effectiveness for helping smokers quit; nicotine strength; flavor; and price. We asked participants to choose among their own cigarettes, 2 ENDS products whose attributes varied across tasks, or none. We analyzed ENDS preferences using multinomial, nested, and mixed logit regressions.

resultsSmokers preferred ENDS that are less harmful than cigarettes, are effective in helping smokers quit, are lower priced, and are not menthol-flavored. The marginal willingness to pay for an ENDS product was $8.40 when less harmful than cigarettes, $4.13 when of unknown effectiveness in helping quitting ($13.90 when effective), and $3.37 when ENDS are not menthol-flavored. Furthermore, the overall flavor preference is driven by tobacco smokers, not by menthol cigarette smokers who do prefer menthol-flavored ENDS.

conclusionsPolicies that affect perceptions of ENDS effectiveness in promoting cessation and their relative harm may alter smokers' ENDS preferences. Regulating flavors and price also may influence adult smokers' ENDS preference.

Indexed as

attributesdiscrete choice experimente-cigarettespreferencevaping

Identifiers

PMID32190716
PMCPMC7079730

What OpenQuestion holds

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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.