Peter R. Finn’s research while affiliated with Indiana University Bloomington and other places

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Publications (178)


Influence of positive consequences on subsequent incentive ratings and drinking quantity
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April 2025

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17 Reads

Addictive Behaviors

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Peter R. Finn

Centrality indices of female and male networks. S1: using more than planned; S2: difficulties cutting down; S3: significant time spent using/recovering from use; S4: cravings/urges to use; S5: neglecting responsibilities due to use; S6: relationships problems due to use; S7: giving up other important activities due to use; S8: using despite risk/risky behavior; S9: continued use despite negative consequences; S10: tolerance; S11: withdrawal; Alc: endorsed using alcohol; MJ: endorsed using marijuana; Coc: endorsed using cocaine; Sed: endorsed using sedatives; Op: endorsed using opioids; Stim: endorsed using stimulants. Nodes with underscore separating two classes of substances (e.g., MJ18_ALC) indicate item is co-use of those substances (e.g., co-use of marijuana and alcohol)
Male and female networks. S1: using more than planned; S2: difficulties cutting down; S3: significant time spent using/recovering from use; S4: cravings/urges to use; S5: neglecting responsibilities due to use; S6: relationships problems due to use; S7: giving up other important activities due to use; S8: using despite risk/risky behavior; S9: continued use despite negative consequences; S10: tolerance; S11: withdrawal; Alc: endorsed using alcohol; MJ: endorsed using marijuana; Coc: endorsed using cocaine; Sed: endorsed using sedatives; Op: endorsed using opioids; Stim: endorsed using stimulants. Nodes with underscore separating two classes of substances (e.g., MJ18_ALC) indicate item is co-use of those substances (e.g., co-use of marijuana and alcohol)
Sex Differences in Polysubstance Use Symptoms: A Network Analysis
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  • Publisher preview available

January 2025

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12 Reads

International Journal of Mental Health and Addiction

Many individuals with a substance use disorder (SUD) also experience polysubstance use (PSU), yet research often focuses on single substance use. Further, investigating sex differences is vital, as males and females may exhibit distinct substance use patterns, impacting treatment outcomes. This study employs a network analytic approach to examine sex differences in symptom patterns and interrelationships in PSU, analyzing data from 792 participants using two or more substances. The study evaluates symptoms of alcohol use disorder (AUD), cannabis use disorder (CUD), and drug use disorder (DUD). Results reveal distinct network structures for males and females. Network comparison tests indicate significant differences in specific connections between symptoms for males and females. In this sample, females’ polysubstance use was more strongly associated with more severe SUD symptoms. Conclusions emphasize the need for interventions that address sex-specific vulnerabilities, enhancing the effectiveness of prevention and treatment strategies in managing PSU. Understanding these differences is crucial for developing tailored approaches to support individuals facing SUD.

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‘I am a Drinker’: A Content, Correlational, and Factor Analytic Study of Measures of Drinker Identity Among College Students

January 2025

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21 Reads

Background: Drinker identity research has proliferated over the last decade, resulting in 10 self-report questionnaire measures of this construct. However, it is unknown to what extent these measures accurately reflect the theorized multi-dimensional conceptualization of drinker identity. Objectives: The current study set out to investigate and compare these different measures using content, correlational, and factor analyses. A content analysis is conducted to investigate dimensions captured within the 10 measures of drinker identity. Correlational and exploratory factor analyses on the items is conducted within a young adult sample (n = 1006). Descriptions of the measures, items, and factors within the measures are discussed. Results: Across the 10 measures, seven distinct factors were identified by the content analysis, and multi-dimensionality was confirmed by both the correlational and factor analyses. Factor analysis on all items yielded four interpretable factors representing generalized identity, relative identity importance, identity value/affect, and social identification. Conclusions: The results are discussed in terms of the multi-dimensional nature of drinker identity, the psychometric equivalence of the included measures, and further issues in defining and measuring drinker identity



Temporal interference electrical neurostimulation yields fMRI BOLD activation in humans

March 2024

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20 Reads

Temporal interference electrical neurostimulation (TI) is a relatively new method of non-invasive neurostimulation that may be able to stimulate deep brain regions without stimulating the overlying superficial regions. Despite studies in rodents, almost no studies have investigated its effects on human brain activity along with safety and tolerability profiles. We performed simultaneous TI stimulation and fMRI to investigate the effects of TI on human BOLD signals. Here we show that TI can induce increased BOLD activation in humans, with good safety and tolerability profiles. We also show the limits of spatial precision and explore the nature and causes of additional off target effects. TI may be a promising approach for addressing questions about the causal role of deep brain structures in human cognition and may also afford new clinical treatments.


A Daily Diary Exploration of Contexts and Experiences Associated With Planned Drinking Decisions in Young Adults

July 2023

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27 Reads

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4 Citations

Psychology of Addictive Behaviors

Objective: Despite the potential for negative consequences, young adults continually engage in heavy alcohol use. Unplanned (vs. planned) drinking has been of particular interest in several studies, as it is theoretically suggested to be related to poor behavioral regulation and negative consequences. Ecological momentary assessment and daily diary (DD) studies have been used to examine the contexts and consequences of planned and unplanned drinking specifically, resulting in somewhat mixed findings surrounding the factors contributing to and consequences of planned drinking. The present DD study adds to this literature by studying rewarding incentives and physical contexts of planned versus unplanned alcohol use, as well as the experiences, or consequences, of planned drinking events. Method: Ninety-nine young adults took part in a mobile study investigating drinking decisions for the current day and day prior, reporting the rewarding incentives contributing to their decision, the context of drinking events, and the experience of each event. Results: Planned drinking was associated with being influenced by social/party and alcohol incentives, as well as being at a bar and pregaming. There was a positive relationship between planned drinking and subjective level of intoxication, but not negative or positive experience. Conclusions: Planned drinking is likely associated with rewarding incentives and social contexts and may contribute to higher levels of subjective intoxication.


Family history of substance use disorder and parental impulsivity are differentially associated with neural responses during risky decision-making

June 2023

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68 Reads

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2 Citations

Frontiers in Neuroimaging

Background Risky decision-making is associated with the development of substance use behaviors during adolescence. Although prior work has investigated risky decision-making in adolescents at familial high risk for developing substance use disorders (SUDs), little research has controlled for the presence of co-morbid externalizing disorders (EDs). Additionally, few studies have investigated the role of parental impulsivity in offspring neurobiology associated with risky decision-making. Methods One-hundred twenty-five children (28 healthy controls, 47 psychiatric controls with EDs without a familial history of SUD, and 50 high-risk children with co-morbid EDs with a familial history of SUD) participated in the Balloon Analog Risk Task while undergoing functional magnetic resonance imaging. Impulsivity for parents and children was measured using the UPPS-P Impulsive Behavior Scale. Results We found that individuals in the psychiatric control group showed greater activation, as chances of balloon explosion increased, while making choices, relative to the healthy control and high-risk groups in the rostral anterior cingulate cortex (rACC) and lateral orbitofrontal cortex (lOFC). We also found a positive association between greater activation and parental impulsivity in these regions. However, within rACC, this relationship was moderated by group, such that there was a positive relationship between activation and parental impulsivity in the HC group, but an inverse relationship in the HR group. Conclusions These findings suggest that there are key differences in the neurobiology underlying risky decision-making in individuals with EDs with and without a familial history of SUD. The current findings build on existing models of neurobiological factors influencing addiction risk by integrating parental factors. This work paves the way for more precise risk models in which to test preventive interventions.


The nomological network of drinker identity: A scoping review

June 2023

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77 Reads

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3 Citations

Addictive Behaviors

Background: Despite the growing interest in the construct of drinker identity and empirical evidence for its role in drinking behavior, there is a paucity of papers that evaluate and integrate the results of studies on drinker identity, leaving a gap in our knowledge of the importance of the drinker identity construct. The current paper addresses this gap by reviewing and integrating the results of the studies of drinker identity. Methods: The scoping review identified, retrieved, and evaluated the existing literature regarding drinker identity. English language studies from EBSCOHost, PubMed, ScienceDirect, and Scopus databases were reviewed. Studies were included in the review if they were data-based studies or theoretical publications with drinker identity as the primary topic published in peer-reviewed journals. Studies were reviewed and coded based on their reported methodology and findings and codes were used to integrate and present findings. Results: This review advances this line of research in four ways. First, the operationalization of drinker identity is evaluated by examining the theoretical frameworks defining the construct. Second, the conceptualization and measurement of drinker identity is assessed, with suggestions for future measurement research. Third, an integrated framework of predictors, outcomes, moderators, and mediators is presented. Finally, the research gaps, future recommendations, and clinical implications are discussed. Conclusions: There is a need for continued research, specifically research which aims to standardize and improve measurement of drinker identity, considers longitudinal and developmental processes, and broadens the research samples and settings.


The event‐based influence of incentivizing and physical contexts on daily alcohol initiation and consumption

April 2023

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45 Reads

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2 Citations

Background Young adults often decide to engage in heavy drinking. Learning more about the real‐time factors that predict decisions to initiate a drinking episode and how much is consumed in any single drinking episode is necessary in developing our understanding of momentary alcohol use and discrete decisions surrounding alcohol use. Methods The current study examined the association between contextual factors and decisions to initiate and consume alcohol in 104 young adult individuals over 2 weeks via mobile daily diary. Participants responded to daily notifications about decisions to drink or not and the contextual factors surrounding each event. The contextual factors included the situation (e.g., bar setting and pregaming) and incentives (e.g., alcohol, social, and mood enhancement). Results Multilevel analyses revealed that incentives predicted both the initiation of drinking and the amount consumed. Event‐based alcohol and mood incentives predicted the initiation of drinking, while alcohol, mood, and social/party incentives predicted how much was consumed at a specific event. However, context had a more complex association with drinking outcomes. Being in a bar, alone, or at a residence predicted decisions to initiate drinking, while being in a bar, pregaming situation, or other party situation with others who are drinking predicted how much a person drank. Conclusions The results highlight the importance of studying event‐specific predictors of drinking decisions and the complex association between context/location and the type of drinking decision or outcome.



Citations (77)


... Brain stimulation studies demonstrated the ability to target the OFC and modify BOLD activation in this area (Modak et al., 2024). This approach has been shown to affect depressive and anxiety-related symptoms in humans (Stubbeman et al., 2024). ...

Reference:

Early environmental influences on the orbito-frontal cortex function and its effects on behavior
Temporal interference electrical neurostimulation at 20 Hz beat frequency leads to increased fMRI BOLD activation in orbitofrontal cortex in humans
  • Citing Article
  • July 2024

Brain Stimulation

... Other intensive longitudinal studies have captured more general information about college students' daily social context, such as how the amount of time spent socializing with others was associated with higher-than-usual alcohol use (Cullum et al., 2012a;Finlay et al., 2012). College students also reported more positive alcohol expectancies at the day level when they intended to drink with others versus alone (Rhew et al., 2021) and were more likely to plan a drinking event when they expected their friends would be there (Howe & Finn, 2024). Simultaneous cannabis and alcohol use was also more frequent when college students reported event-specific intentions to drink with friends (Stevens et al., 2022). ...

A Daily Diary Exploration of Contexts and Experiences Associated With Planned Drinking Decisions in Young Adults

Psychology of Addictive Behaviors

... Since then, both implicit and explicit drinker identity research proliferated, concluding that drinker identity is a consistent predictor of alcohol consumption and problems, above, and independently of, other alcohol-related implicit associations (Janssen et al., 2018;Lindgren, Foster, et al., 2013; as well as current drinking behaviors and habits (Lindgren, Neighbors, Teachman, et al., 2015). Several lines of research have been advanced in the study of drinker identity (see Ingram & Finn, 2023 for review). Lindgren and colleagues are continuing to investigate this topic from dual-and interacting cognitive process perspectives (Lindgren, Hendershot, et al., 2016). ...

The nomological network of drinker identity: A scoping review
  • Citing Article
  • June 2023

Addictive Behaviors

... More importantly, among, more consideration is given to the impact of sociocultural factors on drinking behavior. Social drinking motives, bonding with others, or improving social gatherings[36], or social rewards [37], also contribute to alcohol consumption. Drinking's social motivation is common among in China [21,17]. ...

Social incentives are stronger predictors of drinking decisions than alcohol incentives in young adults: The role of Alcohol Use Disorder
  • Citing Article
  • November 2022

Alcohol

... Research to identify subgroups particularly at risk for negative cannabis-related consequences that has used person-centered analytical approaches (e.g., latent class analysis [LCA]) [6][7][8][9][10] has primarily examined cannabis use disorder (CUD) symptoms or use levels [6,11,12]. These approaches have limitations in their application to young adults, who may show less severe cannabis-related consequences that may not be captured by diagnostic criteria [13][14][15]. ...

An exploration of multivariate symptom clusters of cannabis use disorder in young adults
  • Citing Article
  • August 2022

Addictive Behaviors

... Several studies reported similar improvements and no difference between inhibitory control training programs (participants trained to not respond to an addiction-related cue), and active control training programs (participants were inhibited from responding toward neutral stimuli) (Hughes et al., 2021), suggesting efficacy of training general abilities related to non-specific stimuli. These results were supported by recent findings in patients with alcohol use disorder trained with non-specific demanding executive functions training (Finn et al., 2022). Overall, rigorous cognitive training enhances executive cognitive capacity across various domains, although the specific mechanisms driving these improvements remain unclear. ...

The Effects of Working Memory Versus Adaptive Visual Search Control Training on Executive Cognitive Function

Journal of Cognitive Enhancement

... However, limited research has concentrated on the symptom network of SUD (especially MAUD). Several studies have shown that network analysis is a reliable and promising approach for SUD research (Afzali et al. 2017;Ingram, Bailey, and Finn 2022;Rutten et al. 2021). For example, Rutten et al.'s network analysis (Rutten et al. 2021) investigated the interplay between the symptoms of patients with SUD and found that the most central symptom was "devoting a large portion of the day acquiring, consuming, or recovering from substance use." ...

Applying network analysis to investigate substance use symptoms associated with drug overdose
  • Citing Article
  • March 2022

Drug and Alcohol Dependence

... development) and content perspectives, as well as facets such as identity elaboration and investment, which are suggested to be uniquely related to alcohol consumption (Domenico et al., 2017;Hertel et al., 2019;Lee et al., 2018a). Also, drinking personality traits, which are considered part of identity elaboration and are highly relevant to behavior (Domenico et al., 2017), are particularly neglected in the current literature on drinker identity, despite research which show these traits are sensitive to drinking contexts (Ingram & Finn, 2022;Winograd et al., 2012Winograd et al., , 2014Winograd et al., , 2017. Altogether, future research should establish a standardized integrative measure of drinker identity and advance research on understudied facets and overall structure of drinking identity before further exploring its relationship with other variables. ...

A New Perspective on “Drinking” Self: A Network Approach to Characterizing Drinking-Related Changes in Personality
  • Citing Article
  • February 2022

... 412). Such hopeful goals have driven-and funded-much of the research cited in this article (see, e.g., Rung, Peck, et al., 2019), occasioning a recent interchange (Bailey et al., 2021(Bailey et al., , 2023Stein et al., 2023). Yoon et al. (2007) reported similar results and also showed that (a) youth, (b) no more than high school education, and (c) depression were correlated with steeper discount functions. ...

The fundamental questions left unanswered: Response to commentary on the 'problems with delay discounting'
  • Citing Article
  • February 2022

Psychological Medicine

... We hypothesize that measures of problematic drinking will be significantly higher in all individuals with an AUD compared to those without an AUD diagnosis and will be significantly higher in individuals with moderate and severe AUD compared to those with mild. The comparison between moderate and severe will be left as exploratory as some research has indicated the possibility of a ceiling effect in terms of alcohol consumption among individuals of higher AUD severity (Bailey et al., 2022). We predict that problems with other substances will increase in a roughly monotonic fashion, with individuals without AUD reporting the fewest number of problems, followed by individuals with mild, then moderate, and finally severe AUD. ...

Is lower severity alcohol use disorder qualitatively different than more severe manifestations? An evaluation of multivariate symptom clusters
  • Citing Article
  • December 2021

Addiction