scholarly journals The Remote Food Photography Method and SmartIntake App for the Assessment of Alcohol Use in Young Adults: Feasibility Study and Comparison to Standard Assessment Methodology

10.2196/10460 ◽  
2018 ◽  
Vol 6 (9) ◽  
pp. e10460 ◽  
Author(s):  
Tera L Fazzino ◽  
Corby K Martin ◽  
Kelsie Forbush
Keyword(s):  
College Students ◽  
Young Adults ◽  
Alcohol Use ◽  
Drinking Behavior ◽  
Caloric Intake ◽  
Heavy Drinking ◽  
Self Report ◽  
Study Participants ◽  
Food Photography ◽  
Photography Method

Background Heavy drinking is prevalent among young adults and may contribute to obesity. However, measurement tools for assessing caloric intake from alcohol are limited and rely on self-report, which is prone to bias. Objective The purpose of our study was to conduct feasibility testing of the Remote Food Photography Method and the SmartIntake app to assess alcohol use in young adults. Aims consisted of (1) quantifying the ability of SmartIntake to capture drinking behavior, (2) assessing app usability with the Computer System Usability Questionnaire (CSUQ), (3) conducting a qualitative interview, and (4) comparing preference, usage, and alcohol use estimates (calories, grams per drinking episode) between SmartIntake and online diet recalls that participants completed for a parent study. Methods College students (N=15) who endorsed a pattern of heavy drinking were recruited from a parent study. Participants used SmartIntake to send photographs of all alcohol and food intake over a 3-day period and then completed a follow-up interview and the CSUQ. CSUQ items range from 1-7, with lower scores indicating greater usability. Total drinking occasions were determined by adding the number of drinking occasions captured by SmartIntake plus the number of drinking occasions participants reported that they missed capturing. Usage was defined by the number of days participants provided food/beverage photos through the app, or the number of diet recalls completed. Results SmartIntake captured 87% (13/15) of total reported drinking occasions. Participants rated the app as highly usable in the CSUQ (mean 2.28, SD 1.23). Most participants (14/15, 93%) preferred using SmartIntake versus recalls, and usage was significantly higher with SmartIntake than recalls (42/45, 93% vs 35/45, 78%; P=.04). Triple the number of participants submitted alcohol reports with SmartIntake compared to the recalls (SmartIntake 9/15, 60% vs recalls 3/15, 20%; P=.06), and 60% (9/15) of participants reported drinking during the study. Conclusions SmartIntake was acceptable to college students who drank heavily and captured most drinking occasions. Participants had higher usage of SmartIntake compared to recalls, suggesting SmartIntake may be well suited to measuring alcohol consumption in young adults. However, 40% (6/15) did not drink during the brief testing period and, although findings are promising, a longer trial is needed.

scholarly journals Photography-based mobile assessment of alcohol use in young adults: Feasibility and comparison to standard assessment methodology (Preprint)

2018 ◽  
Author(s):  
Tera L Fazzino ◽  
Corby Martin ◽  
Kelsie Forbush
Keyword(s):  
College Students ◽  
Young Adults ◽  
Alcohol Use ◽  
Drinking Behavior ◽  
Caloric Intake ◽  
Heavy Drinking ◽  
Self Report ◽  
Standard Assessment ◽  
Heavy Alcohol Use ◽  
The Impact

BACKGROUND Heavy alcohol use is prevalent among young adults and may contribute to obesity. However, measurement tools for assessing caloric intake from alcohol are limited and rely on self-report, which is prone to biases. OBJECTIVE The purpose of the pilot study was to conduct feasibility testing of SmartIntake®, a photo-based smartphone app, to assess alcohol use among young adults. Aims consisted of 1) quantifying the ability of SmartIntake® to capture drinking behavior; 2) assessing app usability with the Computer System Usability Questionnaire (CSUQ); 3) conducting a qualitative interview; and 4) comparing preference, compliance, and alcohol use estimates (calories, grams per drinking episode) between SmartIntake® and online diet recalls that participants completed for a parent study. METHODS College students (N=15) who endorsed a pattern of heavy drinking were recruited from a larger study examining the impact of drinking on weight. Participants used SmartIntake® to send photographs of all alcohol and food intake over a three-day period, and then completed a follow up interview and the CSUQ. CSUQ items range from 1-7, with lower scores indicating greater usability. Total number of drinking occasions was determined by adding the number of drinking occasions captured by SmartIntake® plus the number of drinking occasions participants reported that they missed capturing. Compliance was defined by the number of days participants provided food/beverage photo data through the app, or the number of diet recalls completed. RESULTS The SmartIntake® app captured 13 of 15 (87%) drinking occasions. Participants rated the app as highly usable in the CSUQ (M= 2.28). Most participants (93%) preferred using SmartIntake® vs. recalls and compliance was significantly higher with SmartIntake® than recalls (93% vs 78%; P= .04). Alcohol grams and calories per drinking occasion were not significantly different between the two methods (P values range .25-.99); however triple the number of participants submitted alcohol reports with SmartIntake® compared to the diet recalls (SmartIntake® 9/15 vs recalls 3/15; P=.06). CONCLUSIONS SmartIntake® was well accepted by college students who drink heavily and captured most drinking occasions. Participants had higher compliance with SmartIntake® compared to diet recalls and triple the number of participants reported alcohol use with SmartIntake®, suggesting this method may be well suited to assessing alcohol use in young adults.

scholarly journals Real-Time Mobile Monitoring of Drinking Episodes in Young Adult Heavy Drinkers: Development and Comparative Survey Study

10.2196/13765 ◽  
2019 ◽  
Vol 7 (11) ◽  
pp. e13765 ◽  
Author(s):  
Daniel J Fridberg ◽  
James Faria ◽  
Dingcai Cao ◽  
Andrea C King
Keyword(s):  
Young Adults ◽  
Young Adult ◽  
Alcohol Use ◽  
Binge Drinking ◽  
Real Time ◽  
Real World ◽  
Drinking Behavior ◽  
Heavy Drinking ◽  
Natural Environments

Background Binge drinking, defined as consuming five or more standard alcoholic drinks for men (four for women) within a 2-hour period, is common among young adults and is associated with significant alcohol-related morbidity and mortality. To date, most research on this problem in young adults has relied upon retrospective questionnaires or costly laboratory-based procedures. Smartphone-based ecological momentary assessment (EMA) may address these limitations by allowing researchers to measure alcohol use and related consequences in real time and in drinkers’ natural environments. To date, however, relatively less research has systematically examined the utility of this approach in a sample of young adults targeting real-world heavy drinking episodes specifically. Objective This study aimed to evaluate the feasibility, acceptability, and safety of a smartphone-based EMA method targeting binge drinking and related outcomes in heavy drinking young adults during real-world drinking occasions. Methods Young adult binge drinkers in the smartphone group (N=83; mean 25.4 (SD 2.6) years; 58% (48/83) male; bingeing on 23.2% (6.5/28) days in the past month) completed baseline measures of alcohol use and drinking-related consequences, followed by up to two smartphone-based EMA sessions of typical drinking behavior and related outcomes in their natural environments. They also completed next-day and two-week follow-up surveys further assessing alcohol use and related consequences during the EMA sessions and two weeks after study participation, respectively. A separate demographic- and drinking-matched safety comparison group (N=25) completed the baseline and two-week follow-up surveys but did not complete EMA of real-world drinking behavior. Results Most participants (71%, 59/83) in the smartphone group engaged in binge drinking during at least one 3-hour EMA session, consuming 7.3 (SD 3.0) standard alcoholic drinks. They completed 87.2% (507/581) system-initiated EMA prompts during the real-world drinking episode, supporting the feasibility of this approach. The procedure was acceptable, as evidenced by high participant ratings for overall satisfaction with the EMA software and study procedures and low ratings for intrusiveness of the mobile surveys. Regarding safety, participants endorsed few drinking-related consequences during or after the real-world drinking episode, with no adverse or serious adverse events reported. There were no differences between the groups in terms of changes in drinking behavior or consequences from baseline to two-week follow-up. Conclusions This study provided preliminary support for the feasibility, acceptability, and safety of a smartphone-based EMA of real-time alcohol use and related outcomes in young adult heavy drinkers. The results suggest that young adults can use smartphones to safely monitor drinking even during very heavy drinking episodes. Smartphone-based EMA has strong potential to inform future research on the epidemiology of and intervention for alcohol use disorder by providing researchers with an efficient and inexpensive way to capture large amounts of data on real-world drinking behavior and consequences.

Real-Time Mobile Monitoring of Drinking Episodes in Young Adult Heavy Drinkers: Development and Comparative Survey Study (Preprint)

2019 ◽  
Author(s):  
Daniel J Fridberg ◽  
James Faria ◽  
Dingcai Cao ◽  
Andrea C King
Keyword(s):  
Young Adults ◽  
Young Adult ◽  
Alcohol Use ◽  
Binge Drinking ◽  
Real Time ◽  
Real World ◽  
Drinking Behavior ◽  
Heavy Drinking ◽  
Natural Environments

BACKGROUND Binge drinking, defined as consuming five or more standard alcoholic drinks for men (four for women) within a 2-hour period, is common among young adults and is associated with significant alcohol-related morbidity and mortality. To date, most research on this problem in young adults has relied upon retrospective questionnaires or costly laboratory-based procedures. Smartphone-based ecological momentary assessment (EMA) may address these limitations by allowing researchers to measure alcohol use and related consequences in real time and in drinkers’ natural environments. To date, however, relatively less research has systematically examined the utility of this approach in a sample of young adults targeting real-world heavy drinking episodes specifically. OBJECTIVE This study aimed to evaluate the feasibility, acceptability, and safety of a smartphone-based EMA method targeting binge drinking and related outcomes in heavy drinking young adults during real-world drinking occasions. METHODS Young adult binge drinkers in the smartphone group (N=83; mean 25.4 (SD 2.6) years; 58% (48/83) male; bingeing on 23.2% (6.5/28) days in the past month) completed baseline measures of alcohol use and drinking-related consequences, followed by up to two smartphone-based EMA sessions of typical drinking behavior and related outcomes in their natural environments. They also completed next-day and two-week follow-up surveys further assessing alcohol use and related consequences during the EMA sessions and two weeks after study participation, respectively. A separate demographic- and drinking-matched safety comparison group (N=25) completed the baseline and two-week follow-up surveys but did not complete EMA of real-world drinking behavior. RESULTS Most participants (71%, 59/83) in the smartphone group engaged in binge drinking during at least one 3-hour EMA session, consuming 7.3 (SD 3.0) standard alcoholic drinks. They completed 87.2% (507/581) system-initiated EMA prompts during the real-world drinking episode, supporting the feasibility of this approach. The procedure was acceptable, as evidenced by high participant ratings for overall satisfaction with the EMA software and study procedures and low ratings for intrusiveness of the mobile surveys. Regarding safety, participants endorsed few drinking-related consequences during or after the real-world drinking episode, with no adverse or serious adverse events reported. There were no differences between the groups in terms of changes in drinking behavior or consequences from baseline to two-week follow-up. CONCLUSIONS This study provided preliminary support for the feasibility, acceptability, and safety of a smartphone-based EMA of real-time alcohol use and related outcomes in young adult heavy drinkers. The results suggest that young adults can use smartphones to safely monitor drinking even during very heavy drinking episodes. Smartphone-based EMA has strong potential to inform future research on the epidemiology of and intervention for alcohol use disorder by providing researchers with an efficient and inexpensive way to capture large amounts of data on real-world drinking behavior and consequences.

A comparison of the Remote Food Photography Method and the Automated Self-Administered 24-hour Dietary Assessment Tool for measuring full day dietary intake among school-aged children

2021 ◽  
pp. 1-26
Author(s):  
Traci A. Bekelman ◽  
Corby K. Martin ◽  
Susan L. Johnson ◽  
Deborah H. Glueck ◽  
Katherine A. Sauder ◽  
...  
Keyword(s):  
Dietary Intake ◽  
Energy Intake ◽  
Mixed Model ◽  
Linear Mixed Model ◽  
Assessment Tool ◽  
Dietary Assessment ◽  
Ease Of Use ◽  
Self Report ◽  
Food Photography ◽  
Photography Method

Abstract The limitations of self-report measures of dietary intake are well known. Novel, technology-based measures of dietary intake may provide a more accurate, less burdensome alternative to existing tools. The first objective of this study was to compare participant burden for two technology-based measures of dietary intake among school-age children: the Automated-Self Administered 24-hour Dietary Assessment Tool-2018 (ASA24-2018) and the Remote Food Photography Method (RFPM). The second objective was to compare reported energy intake for each method to the Estimated Energy Requirement for each child, as a benchmark for actual intake. Forty parent-child dyads participated in 2, 3-day dietary assessments: a parent proxy-reported version of the ASA24 and the RFPM. A parent survey was subsequently administered to compare satisfaction, ease of use and burden with each method. A linear mixed model examined differences in total daily energy intake (TDEI) between assessments, and between each assessment method and the EER. Reported energy intake was 379 kcal higher with the ASA24 than the RFPM (p=0.0002). Reported energy intake with the ASA24 was 231 kcal higher than the EER (p = 0.008). Reported energy intake with the RFPM did not differ significantly from the EER (difference in predicted means = −148 kcal, p = 0.09). Median satisfaction and ease of use scores were 5 out of 6 for both methods. A higher proportion of parents reported that the ASA24 was more time consuming than the RFPM (74.4% vs. 25.6%, p = 0.002). Utilization of both methods is warranted given their high satisfaction among parents.

scholarly journals Alcohol Expectancy, Drinking Behavior, and Sexual Victimization Among Female and Male College Students

2015 ◽  
Vol 32 (15) ◽  
pp. 2298-2322 ◽  
Author(s):  
Kimberly A. Tyler ◽  
Rachel M. Schmitz ◽  
Scott A. Adams
Keyword(s):  
College Students ◽  
Sexual Assault ◽  
Sexual Victimization ◽  
Drinking Behavior ◽  
Heavy Drinking ◽  
Alcohol Expectancies ◽  
Hooking Up ◽  
Alcohol Expectancy ◽  
Housing Type ◽  
The Relationship

College students have high rates of heavy drinking, and this dangerous behavior is strongly linked to sexual victimization. Although research has examined risk factors for sexual assault, few studies have simultaneously studied the various pathways through which risks may affect sexual assault and how these pathways may be uniquely different among females and males. As such, the current study uses path analyses to examine whether alcohol expectancies mediate the relationship between social factors (e.g., hooking up, amount friends drink) and drinking behavior and experiencing sexual victimization, and whether drinking behavior mediates the relationship between alcohol expectancies and sexual victimization among a college sample of 704 males and females from a large Midwestern university. For both females and males, sexual victimization was positively associated with child sexual abuse, hooking up more often, and heavier drinking, whereas greater alcohol expectancies were associated with sexual victimization only for females. Several mediating pathways were found for both females and males. Gender comparisons revealed that some of the pathways to sexual victimization such as hooking up, amount friends drink, and housing type operated differently for females and males.

Prototypes of drinkers and accessibility of injunctive norms predict college drinking

2017 ◽  
Vol 24 (6) ◽  
pp. 823-832 ◽  
Author(s):  
Nancy Rhodes ◽  
Christopher Loiewski ◽  
Bridget Potocki ◽  
Rachel Ralston
Keyword(s):  
College Students ◽  
Drinking Behavior ◽  
Theoretical Models ◽  
Self Report ◽  
First Year ◽  
Injunctive Norm ◽  
Injunctive Norms ◽  
First Year College ◽  
Student Drinking ◽  
First Year College Students

A self-report survey of first-year college students ( n = 421; 46% female) included measures of perceived prototype, attitude and injunctive norm accessibility, past drinking behavior, and future drinking intention. Both norm accessibility and prototype perception were significant predictors of intention to drink in the future among first-year college students. The effect of prototypes on drinking diminished as pro-drinking norms became more accessible, indicating greater automaticity of drinking decision-making. Theoretical models of drinking intention should include both normative constructs and prototypes. Implications for interventions to reduce college student drinking are discussed.

Analysis of Acculturation, Sex, and Heavy Alcohol use in Latino College Students

2007 ◽  
Vol 101 (2) ◽  
pp. 565-573 ◽  
Author(s):  
Alan M. Safer ◽  
Gina Piane
Keyword(s):  
College Students ◽  
Alcohol Use ◽  
Heavy Drinking ◽  
California State University ◽  
Alcoholic Beverages ◽  
Latino College Students ◽  
State University ◽  
Long Beach ◽  
Positive Attitudes ◽  
Heavy Alcohol Use

24% of 917 students at California State University Long Beach who completed an alcohol use survey in 2002 (73% response) identified themselves as Latino. Because measures of acculturation reported in most adult studies positively correlated with alcohol use and sex, it was hypothesized that these associations might also apply to Latino college students. With increasing levels of acculturation, women but not men in this Latino college sample reported significantly greater occurrence of heavy drinking, positive attitudes about drinking, and perception that most of their friends use alcoholic beverages.

Unpacking Violent Behavior in Young Adulthood: The Relative Importance of Hazardous Alcohol Use

2021 ◽  
pp. 088626052110441
Author(s):  
Siobhan Lawler ◽  
Lexine Stapinski ◽  
Maree Teesson ◽  
Katrina Prior ◽  
Miguel Basto-Pereira ◽  
...  
Keyword(s):  
Risk Factors ◽  
Young Adults ◽  
Alcohol Use ◽  
Young Adulthood ◽  
Violent Behavior ◽  
Well Being ◽  
Self Report ◽  
Unique Contribution ◽  
Hazardous Alcohol Use ◽  
Hazardous Alcohol

Young adulthood is an important developmental period for investigating the nature of violent behavior. This study examines the unique contribution of alcohol use to violence perpetration among young adults in the Australian community, after accounting for the influence of sociodemographic, early life, trait, and well-being influences. Cross-sectional, self-report data was collected from 507 young adults aged 18-20 years in the Australian general community via an online survey. Sequential logistic regressions examined the relative and independent contribution of adverse childhood experiences (ACEs), impulsivity, psychological distress, and hazardous alcohol use to past-year violent behavior. Results show one in eight young adults aged 18-20 (13%) reported at least one act of violent behavior in the past year, primarily assault perpetrated against another person. Sequential logistic regression identified that after controlling for other risk factors, the number of ACEs reported and hazardous alcohol use were independently and positively associated with increased odds of reporting violent behavior in young adulthood. These findings demonstrate that ACEs and hazardous alcohol use are important, independent correlates of violent behavior in young adults. While preventing early adversity is key for reducing violence in the community, this evidence suggests that it is also important to target proximal causes such as hazardous alcohol use. Increasing early and widespread access to evidence-based, trauma-informed violence-prevention programs targeting risk factors across multiple settings is critical for reducing harm and supporting young people into healthy adulthood.

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