Research article

Dissociating moral identity from neural markers of the late positive potential in emotional attention to smoking and non-smoking stimuli

  • Published: 04 March 2026
  • Background 

    The influence of moral identity on smoking behaviors remains an open question, particularly among youth prone to risk-taking and moral challenges. This study examined whether moral identity modulates late positive potential (LPP) responses during emotional–cognitive processing of smoking-related and non-smoking stimuli, while hypothesizing that attentional bias operates independently of individual moral identity differences.

    Methods 

    Seventy-eight participants (M = 22 years, SD = 2.1) completed an event-related potential (ERP) session in which the LPP activity was recorded while they viewed target stimuli (1 = smoking and 2 = non-smoking) and non-target stimuli (neutral images). Prior to the ERP task, the participants completed the Moral Identity Scale (validated Malay language version) and provided sociodemographic information. The LPP components were extracted and subsequently analyzed using a mixed-design analysis of variance (ANOVA) with stimulus type (target 1 and 2, non-target) as a within-subject factor and moral identity (internalization, symbolization) as a between-subject factor.

    Results 

    Strong main effects of visual stimuli on both the LPP amplitude and latency were revealed, thus indicating robust attentional engagement with emotionally and behaviorally relevant stimuli. No interaction effects with moral identity were observed, thus suggesting that attentional mechanisms function independently of moral self-construal. Post hoc comparisons showed a consistent attentional bias toward target versus neutral stimuli, with smoking versus non-smoking differences varying across cortical regions: amplitude effects in central and temporal areas, and latency effects in parietal and occipital areas.

    Conclusion 

    Smoking-related stimuli automatically capture attention irrespective of moral identity, thus highlighting the dissociation between moral self-construal and neural markers of emotional attention.

    Citation: Muhammad Danial Che Ramli, Nasir Yusoff. Dissociating moral identity from neural markers of the late positive potential in emotional attention to smoking and non-smoking stimuli[J]. AIMS Neuroscience, 2026, 13(1): 137-152. doi: 10.3934/Neuroscience.2026006

    Related Papers:

  • Background 

    The influence of moral identity on smoking behaviors remains an open question, particularly among youth prone to risk-taking and moral challenges. This study examined whether moral identity modulates late positive potential (LPP) responses during emotional–cognitive processing of smoking-related and non-smoking stimuli, while hypothesizing that attentional bias operates independently of individual moral identity differences.

    Methods 

    Seventy-eight participants (M = 22 years, SD = 2.1) completed an event-related potential (ERP) session in which the LPP activity was recorded while they viewed target stimuli (1 = smoking and 2 = non-smoking) and non-target stimuli (neutral images). Prior to the ERP task, the participants completed the Moral Identity Scale (validated Malay language version) and provided sociodemographic information. The LPP components were extracted and subsequently analyzed using a mixed-design analysis of variance (ANOVA) with stimulus type (target 1 and 2, non-target) as a within-subject factor and moral identity (internalization, symbolization) as a between-subject factor.

    Results 

    Strong main effects of visual stimuli on both the LPP amplitude and latency were revealed, thus indicating robust attentional engagement with emotionally and behaviorally relevant stimuli. No interaction effects with moral identity were observed, thus suggesting that attentional mechanisms function independently of moral self-construal. Post hoc comparisons showed a consistent attentional bias toward target versus neutral stimuli, with smoking versus non-smoking differences varying across cortical regions: amplitude effects in central and temporal areas, and latency effects in parietal and occipital areas.

    Conclusion 

    Smoking-related stimuli automatically capture attention irrespective of moral identity, thus highlighting the dissociation between moral self-construal and neural markers of emotional attention.



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    Acknowledgments



    This work was supported by Universiti Sains Malaysia.

    Conflict of interest



    The authors declare no conflict of interest.

    Authors' contributions



    All authors made direct and significant contributions to the manuscript. Both authors involved with conceptualized the study design, managed the project, analyzing, wrote the original draft, reviewed and edited the manuscript. All authors approved the final version for publication.

    [1] Aquino K, Reed A (2002) The self-importance of moral identity. J Pers Soc Psychol 83: 1423-1440. https://doi.org/10.1037/0022-3514.83.6.1423
    [2] Yusoff N, Shaharum MH, Reza F (2021) Smoking behavior and moral identity in Malaysian youth: Is gender a moderator or a predictor?. Humanit Soc Sci Lett 9: 288-299. https://doi.org/10.18488/journal.73.2021.93.288.299
    [3] Shaharum MH, Yusoff N, Reza F, et al. (2024) Moral internalization influences the attentional bias to smoking and non-smoking stimuli in Malaysian youth. Med Health 19: 173-191. https://doi.org/10.17576/MH.2024.1901.12
    [4] National Institutes of Health (NIH), Ministry of Health MalaysiaNational Health and Morbidity Survey 2019: Non-communicable Diseases, Healthcare Demand, and Health Literacy (2019). [cited 2026 January 20]. Available from: https://www.researchgate.net/profile/Shubash-Ganapathy/publication/346856736_NHMS_2019_-_Non-Communicable_Diseases_Risk_Factors_and_other_health_problems/links/5fd18de6299bf188d406d6de/NHMS-2019-Non-Communicable-Diseases-Risk-Factors-and-other-health-problems.pdf
    [5] Driezen P, Nordin ASA, Hairi FM, et al. (2022) E-cigarette prevalence among Malaysian adults and types and flavors of e-cigarette products used by cigarette smokers who vape: Findings from the 2020 ITC Malaysia Survey. Tob Induc Dis 20: 32. https://doi.org/10.18332/tid/146363
    [6] Abdul Mutalib RNS, Abd Rani NL, Zulkifli A, et al. (2023) Knowledge, beliefs, and behaviors related to second-hand smoke and smoking in the home: A qualitative study with men in Malaysia. Nicotine Tob Res 25: 821-827. https://doi.org/10.1093/ntr/ntac239
    [7] Hosking W, Borland R, Yong HH, et al. (2009) The effects of smoking norms and attitudes on quitting intentions in Malaysia, Thailand and four Western nations: A cross-cultural comparison. Psychol Health 24: 95-107. https://doi.org/10.1080/08870440802385854
    [8] Mat Noh MA, Mohd Hairi F, Amer Nordin AS, et al. (2024) Prevalence and reasons for use of heated tobacco products among Malaysian adults who smoked: Findings from the 2020 International Tobacco Control Malaysia Survey. Drug Alcohol Depend 257: 111131. https://doi.org/10.1016/j.drugalcdep.2024.111131
    [9] Hajcak G, Foti D (2020) Significance? Meaning? Emotion? The LPP as an index of motivational relevance. Psychophysiology 57: e13569. https://doi.org/10.1111/psyp.13570
    [10] O'Hare AJ, Atchley RA, Young KM (2017) Valence and arousal influence the late positive potential during central and lateralized presentation of images. Laterality 22: 541-559. https://doi.org/10.1080/1357650X.2016.1241257
    [11] Callara AL, Cecchetto C, Dal Bo E, et al. (2022) Human body odors of happiness and fear modulate the late positive potential component during neutral face processing: A preliminary ERP study. Annu Int Conf IEEE Eng Med Biol Soc 4093–4096. https://doi.org/10.1109/EMBC48229.2022.9871495
    [12] Deweese MM, Codispoti M, Robinson JD, et al. (2018) Cigarette cues capture attention of smokers and never-smokers, but for different reasons. Drug Alcohol Depend 185: 50-57. https://doi.org/10.1016/j.drugalcdep.2017.12.010
    [13] Robinson JD, Versace F, Engelmann JM, et al. (2015) The motivational salience of cigarette-related stimuli among former, never, and current smokers. Exp Clin Psychopharmacol 23: 37-48. https://doi.org/10.1037/a0038467
    [14] Versace F, Kypriotakis G, Pluta D (2023) Neuroaffective reactivity profiles are associated with vulnerability to e-cigarette use. Drug Alcohol Depend 247: 109871. https://doi.org/10.1016/j.drugalcdep.2023.109871
    [15] Versace F, Engelmann JM, Jackson EF, et al. (2011) Do brain responses to emotional images and cigarette cues differ? An fMRI study in smokers. Eur J Neurosci 34: 2054-2063. https://doi.org/10.1111/j.1460-9568.2011.07915.x
    [16] Webber HE, de Dios C, Kessler DA, et al. (2022) Late positive potential as a candidate biomarker of motivational relevance in substance use: Evidence from a meta-analysis. Neurosci Biobehav Rev 141: 104835. https://doi.org/10.1016/j.neubiorev.2022.104835
    [17] Fan C, Liu D, Wang H, et al. (2021) The interplay between the proposer's role model and moral behavior modulates proposal processing in the Ultimatum Game: An ERP study. Int J Psychophysiol 204: 112424. https://doi.org/10.1016/j.ijpsycho.2024.112424
    [18] Wang H, Ao L, Gao Y, et al. (2023) Empathy for pain in individuals influenced by moral identity: Evidence from an ERP study. Physiol Behav 266: 114202. https://doi.org/10.1016/j.physbeh.2023.114202
    [19] Dampuré J, Agudelo-Orjuela P, van der Meij M, et al. (2023) Electrophysiological signature of the interplay between habits and inhibition in response to smoking-related cues. Eur J Neurosci 57: 1335-1352. https://doi.org/10.1111/ejn.15942
    [20] Ruglass LM, Root JC, Dambreville N, et al. (2020) Examining differences in attentional bias to smoking-related cues among Black and White cigarette smokers: An ERP pilot study. Neurosci Lett 735: 135241. https://doi.org/10.1016/j.neulet.2020.135241
    [21] Hamzah IF, Akbar ZY (2021) The attitude of Muhammadiyah smokers towards smoking illicit (haram) fatwas. Sains Humanika . https://doi.org/10.11113/sh.v13n2-3.1910
    [22] Yusoff N, Shaharum MH, Kueh YC (2022) Malay version of Moral Identity Scale: A cross-cultural validation in Malaysian youth. IIUM Med J Malaysia 21: 83-89. https://doi.org/10.31436/imjm.v21i1.1981
    [23] Iacobucci D, Posavac SS, Kardes FR, et al. (2015) Toward a more nuanced understanding of the statistical properties of a median split. J Consum Psychol 25: 652-665. https://doi.org/10.1016/j.jcps.2014.12.002
    [24] Polit DF, Beck CT, Owen SV (2007) Is the CVI an acceptable indicator of content validity? Appraisal and recommendations. Res Nurs Health 30: 459-467. https://doi.org/10.1002/nur.20199
    [25] Littel M, Franken IHA (2011) Implicit and explicit selective attention to smoking cues in smokers indexed by brain potentials. J Psychopharmacol 25: 503-513. https://doi.org/10.1177/0269881110379284
    [26] Judah MR, Hamrick HC, Swanson B, et al. (2025) Anxiety Sensitivity and Intolerance of Uncertainty Uniquely Explain the Association of the Late Positive Potential With Generalized Anxiety Disorder Symptoms. Psychophysiology 62: e70044. https://doi.org/10.1111/psyp.70044
    [27] Versace F, Minnix JA, Robinson JD, et al. (2011) Brain reactivity to emotional, neutral, and cigarette-related stimuli in smokers. Addict Biol 16: 507-514. https://doi.org/10.1111/j.1369-1600.2010.00273.x
    [28] Franken IHA, Stam CJ, Hendriks VM, et al. (2012) Electrophysiological correlates of associative learning in smokers: A higher-order conditioning experiment. BMC Neurosci 13: 70. https://doi.org/10.1186/1471-2202-13-8
    [29] Minnix JA, Versace F, Robinson JD, et al. (2013) The late positive potential (LPP) in response to varying types of emotional and cigarette stimuli in smokers: a content comparison. Int J Psychophysiol 89: 18-25. https://doi.org/10.1016/j.ijpsycho.2013.04.019
    [30] Keil A, Bradley MM, Hauk O, et al. (2002) Large-scale neural correlates of affective picture processing. Psychophysiology 39: 641-649. https://doi.org/10.1111/1469-8986.3950641
    [31] Schupp HT, Junghöfer M, Weike AI, et al. (2004) The selective processing of briefly presented affective pictures: An ERP analysis. Psychophysiology 41: 441-449. https://doi.org/10.1111/j.1469-8986.2004.00174.x
    [32] Cuthbert BN, Schupp HT, Bradley MM, et al. (2000) Brain potentials in affective picture processing: Covariation with autonomic arousal and affective report. Biol Psychol 52: 95-111. https://doi.org/10.1016/S0301-0511(99)00044-7
    [33] Bonilla-Santos G, Gantiva C, González-Hernández A, et al. (2022) Emotional processing in bullying: an event-related potential study. Sci Rep 12: 7954. https://doi.org/10.1038/s41598-022-12120-9
    [34] Klein F, Schindler S, Neuner F, et al. (2019) Processing of affective words in adolescent PTSD: Attentional bias toward social threat. Psychophysiology 56: e13444. https://doi.org/10.1111/psyp.13444
    [35] Hudson A, Green ES, Wilson MJG, et al. (2021) The prominence of self-referential processing across ERP and memory consolidation in children. Dev Neuropsychol 46: 598-615. https://doi.org/10.1080/87565641.2021.1991354
    [36] Jian M, Hu Y, Yang J, et al. (2025) The effect of moral identity on facial emotion processing in adolescents with hearing loss: an event-related potentials study. Front Neurosci 19: 1559627. https://doi.org/10.3389/fnins.2025.1559627
    [37] Pletti C, Decety J, Paulus M (2019) Moral identity relates to the neural processing of third-party moral behavior. Soc Cogn Affect Neurosci 14: 435-445. https://doi.org/10.1093/scan/nsz016
    [38] Bertheau MAK, Boetzel C, Herrmann CS (2025) Event-related potentials reveal incongruent behavior of autonomous vehicles in the moral machine dilemma. Sci Rep 15: 16048. https://doi.org/10.1038/s41598-025-99531-6
    [39] Goto N, Mushtaq F, Shee D, et al. (2017) Neural signals of selective attention are modulated by subjective preferences and buying decisions in a virtual shopping task. Biol Psychol 128: 11-20. https://doi.org/10.1016/j.biopsycho.2017.06.004
    [40] Littel M, Franken IHA (2011) Intentional modulation of the late positive potential in response to smoking cues by cognitive strategies in smokers. PLoS One 6: e27519. https://doi.org/10.1371/journal.pone.0027519
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