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Full-Text Articles in Psychology

Interprofessional Collaboration: A Survey Study Focusing On Pre-Service Professionals, Megan L. Bell May 2026

Interprofessional Collaboration: A Survey Study Focusing On Pre-Service Professionals, Megan L. Bell

Masters Theses, 2020-current

Board certified behavior analysts (BCBAs) are bound by an ethical code to engage in appropriate means of interprofessional collaboration for the best interest of their clients. Training in this has been increased during graduate coursework to ensure BCBAs are intentionally following through on this notion to allow for stronger professional relationships with other related service providers and are holistically providing the best care possible for their clients. The goal of this survey was to better understand how these changes compares to other related services providers and their goals of collaboration, when working with individuals with disabilities. A survey was disseminated …


Understanding The Psychological And Social Determinants Of Drunk Driving Recidivism, Mackenzie L. Miller May 2026

Understanding The Psychological And Social Determinants Of Drunk Driving Recidivism, Mackenzie L. Miller

Aurora

Drunk driving continued to be a major public safety issue, and repeat offenses showed that punishment alone was not always effective. This study examined the psychological and social factors that contributed to drunk driving recidivism among college students, with a focus on impulsivity, risk perception, and peer influence. The goal was to better understand why some individuals continued to drive under the influence even after facing consequences. Data for this study were collected through a Qualtrics survey completed by 136 college students. The survey included questions about beliefs surrounding recidivism, levels of impulsivity, and experiences with peer pressure. Descriptive statistics …


The Use Of Video Modeling With Older Learners With Autism Spectrum Disorder To Increase Adl Skill Acquisition: A Systematic Review, Marianne Feliciano May 2026

The Use Of Video Modeling With Older Learners With Autism Spectrum Disorder To Increase Adl Skill Acquisition: A Systematic Review, Marianne Feliciano

Seton Hall University Dissertations and Theses (ETDs)

Autism spectrum disorder (ASD) is a lifelong condition that can significantly impact functional independence across the lifespan. Although video modeling is an evidence-based intervention shown to improve adaptive and daily living skills in children and young adults with ASD, its effectiveness for adults aged 40 years and older remains unclear. This systematic review examined the existing literature on the use of video modeling to increase daily living (ADL) skills and independence among older adults with ASD. A systematic review of PsychINFO via EBSCO was conducted according to PRISMA guidelines. Of 578 records initially identified, 20 full-text articles were assessed for …


Prepulse Inhibition And Emotion: A Systematic Review, Jennifer U. Le May 2026

Prepulse Inhibition And Emotion: A Systematic Review, Jennifer U. Le

UNLV Theses, Dissertations, Professional Papers, and Capstones

Prepulse inhibition is a neurological pre-conscious sensorimotor gating mechanism by which a softer auditory sound (or prepulse) preceding a startle probe (or pulse) and subsequently reduce the magnitude of the startle blink reflex. Prepulse inhibition is deficient in many psychological disorders where emotion is a central component; however, emotion has been scarcely examined with prepulse inhibition in human studies. The current study is a systematic review that examines three databases (APA PSYCInfo, Pub Med, and CINAHL) to examine how state and trait emotion (such as happiness, sadness, anger, disgust) is related to prepulse inhibition within human subjects. The initial search …


The Effects Of An Autism Community Member Feedback-Based Training On Increasing Positive Interaction Skills, Francis Gary Powers Iii May 2026

The Effects Of An Autism Community Member Feedback-Based Training On Increasing Positive Interaction Skills, Francis Gary Powers Iii

Masters Theses, 2020-current

The current study examined the effects of a behavioral skills training (BST) on the frequency with which participants engaged in positive interaction skills that could be used when interacting with individuals with autism spectrum disorder (ASD). The behaviors for which the BST sought to increase were identified through a study that interviewed the members of a local autism community and first responders regarding actions that can be taken to foster more positive interactions when both specifically first responders and individuals with autism are at an emergency scene. A multiple baseline across behaviors design was used to assess the effect of …


Teaching "Wh" Questions To Children With Autism Using A Differential Observing Response Procedure, Margaret Piatt May 2026

Teaching "Wh" Questions To Children With Autism Using A Differential Observing Response Procedure, Margaret Piatt

Masters Theses, 2020-current

Children with autism spectrum disorder (ASD) often demonstrate difficulties responding to “wh” questions (e.g., what, where, who), which are critical for social communication and academic participation. Differential observing responses (DORs) have been shown to improve discrimination learning by increasing attention to relevant stimulus features. The present study evaluated the effects of a DOR procedure using a two-stimulus visual array on the acquisition of intraverbal responding to “wh” questions in a child with ASD.

A multiple baseline across behaviors design was used to assess intervention effects across three response classes: what, where, and who questions. During …


Evaluating The Effects Of Bilingual, Video-Modified Social Story Interventions For Spanish-Speaking Children With Autism And Limited Language Abilities, Benjamin Troyer May 2026

Evaluating The Effects Of Bilingual, Video-Modified Social Story Interventions For Spanish-Speaking Children With Autism And Limited Language Abilities, Benjamin Troyer

Masters Theses, 2020-current

Social Stories ™ are interventions commonly used to target skill deficits or behavior

reduction goals for children with Autism. Most Social Story research has focused on English

speaking children with relatively advanced language abilities, limiting evidence for efficacy

with Spanish-speaking populations with lower language abilities. Some research has

demonstrated that modifying the format of a Social Story to a video format is effective at

extending the effectiveness to populations with lower language abilities. The purpose of

this study was to examine the effects of Bilingual, video-modified Social Stories on skill

acquisition and behavior reduction targets for Spanish-speaking children with ASD …


Building A Comprehensive Insider Threat Defense Program, Alan Saquella May 2026

Building A Comprehensive Insider Threat Defense Program, Alan Saquella

Publications

Organizations today face a growing and evolving threat that often originates not from an outside hacker or criminal organization, but from within their own workforce, vendor networks, and trusted partnerships. Insider threats continue to represent one of the most difficult risks to identify, prevent, and mitigate because insiders already possess something external adversaries spend enormous resources trying to obtain: trust, access, and legitimacy.

For decades, many organizations relied heavily on pre-employment criminal history checks and reference verification as their primary safeguard against insider misconduct. While these tools remain important foundational elements of any hiring and risk management program, they are …


An Equity-Based And Culturally Responsive Bill Of Rights For Early Childhood Students Of Color With Exceptionalities, Evette Simmons-Reed, Michelle Frazier Trotman Scott, Gloria Tardash, Mildred Boveda, Donna Y. Ford May 2026

An Equity-Based And Culturally Responsive Bill Of Rights For Early Childhood Students Of Color With Exceptionalities, Evette Simmons-Reed, Michelle Frazier Trotman Scott, Gloria Tardash, Mildred Boveda, Donna Y. Ford

Perspectives on Early Childhood Psychology and Education

The COVID-19 pandemic exacerbated existing disparities in early intervention (EI) and early childhood special education (ECSE) services for culturally and linguistically diverse (CLD) disabled children, exposing critical gaps in access, services and support. systemic inconsistencies in implementation, training, and funding, remain barriers limit opportunities for CLD students to benefit, despite the aims of the Individuals with Disabilities Improvement Act (IDEA). To address these inequities, this manuscript proposes an expanded and updated Culturally Responsive Equity-Based Bill of Rights for EI and ECSE. Building upon Ford and colleagues' (2018) work, this revised document extends protections to children aged zero to five, emphasizing …


Guest Editor's Introduction: Methodological Innovations For Advancing Early Childhood Educational And Psychological Research, Anthony Mangino Ph.D. May 2026

Guest Editor's Introduction: Methodological Innovations For Advancing Early Childhood Educational And Psychological Research, Anthony Mangino Ph.D.

Perspectives on Early Childhood Psychology and Education

The goal of this special issue is to provide you, the inquisitive reader and developmental scientist, with some of the methodological tools to aid in augmenting your analytic capacity.


Improving Human Visual Search: Enhancing Lung Cancer Nodule Detection In Medical Images, Christopher Khajira May 2026

Improving Human Visual Search: Enhancing Lung Cancer Nodule Detection In Medical Images, Christopher Khajira

Masters Theses

Human visual search involves the identification of relevant signals within information-rich environments, which is a fundamental problem in visual perception. While detection accuracy and response time are commonly used to evaluate performance in visual search, these measures do not reveal the underlying cognitive and computational structure that produces observable behavior. A key challenge lies in distinguishing between competing processing architectures, particularly in complex visual domains where different models can produce similar behavioral outcomes. This study addresses this challenge by developing a computational experimental framework for analyzing visual search behavior using System Factorial Technology (SFT). The experimental framework integrates naturalistic medical …


Observing Spatiotemporal Dynamics Of Human Behavior Under A Fixed-Time Schedule, Calvin Kocienda May 2026

Observing Spatiotemporal Dynamics Of Human Behavior Under A Fixed-Time Schedule, Calvin Kocienda

Thesis Projects

Historically, behavior analysts have measured behavior through single discrete responses, likely due to the technology available in the late 20th century. This meant that spatiotemporal behavior, or movement over time, was often left understudied. León et al. (2021) used computer vision software to successfully measure spatiotemporal behavior in rats using various measurements such as distance traveled and maximum velocity. The current study aims to closely emulate León et al., 2021’s study with human subjects to see whether human spatiotemporal behavior can be measured. Two children were placed in a room and offered a preferred edible on a fixed-time 30-s (FT …


Evaluating Team Formation Strategies With Algorithms, Ethan E. Lopez, Andy Vo May 2026

Evaluating Team Formation Strategies With Algorithms, Ethan E. Lopez, Andy Vo

Student Scholar Symposium Abstracts and Posters

Effective teamwork is essential for collaborative learning, yet forming compatible student groups remains a persistent challenge. This study explores how algorithmic team-building methods influence students’ social and academic compatibility overtime. To support this investigation, we designed a visual survey system called “The Disco Ball." Evaluating work ethics, lifestyles, behaviors, and communication styles, students were initially assigned to project teams using one of three conditions: (1) random assignment (control), (2) a “most matches” condition maximizing similarity between students, and (3) a “diverse communication styles” condition designed to balance differing interaction preferences. After an initial collaboration period, students were given the opportunity …


The Impatience Of Winning: An Analysis Of Time Discounting, Predictive Modeling, And The Nba Draft, Alec R. Plante May 2026

The Impatience Of Winning: An Analysis Of Time Discounting, Predictive Modeling, And The Nba Draft, Alec R. Plante

Business and Economics Honors Papers

This paper examines whether NBA draft decisions can be better explained by incorporating non-geometric time discounting into a model of general manager decision making. Using a dataset of 285 NBA draft prospects over a 12-year period, the impact of college statistics on Value Over Replacement Player (VORP) is determined, and these impact values are then used to create a “predicted” VORP for the first 4 seasons of each player’s career: a projection of what a general manager might think of a prospect’s future value given their college statistics. Following this, geometric and hyperbolic time discounting models are applied to estimate …


A Comparison Of Simple And Differentially Signaled Vr Exchange-Production Schedules, David Duong May 2026

A Comparison Of Simple And Differentially Signaled Vr Exchange-Production Schedules, David Duong

Thesis Projects

Token systems typically rely on the conditioned reinforcement effects of tokens to increase responding; however, there may be additional effects and properties as well. This study aims to compare rates of responding between simple VR exchange-production schedules, differentially signaled VR exchange-production schedules, and a control condition to evaluate the operant and respondent effects that token correlated stimuli have on responding. The rates of acquisition of flashcards terms with two college students were tracked. Results indicate that the schedule of reinforcement in place had little impact on the acquisition of flashcard terms, with similar rates of responding across all three conditions. …


The Moral Influences On Non-Denominational Christian Students’ College Major Decision And Future Career Outlook, Makayla Frame May 2026

The Moral Influences On Non-Denominational Christian Students’ College Major Decision And Future Career Outlook, Makayla Frame

Honors Projects

This is an undergraduate research project for the Honors College. A qualitative research project in the form of case studies was conducted on the influence of Non-Denominational Christian morals and values on how college students decide college major and future career. Non-Denomination students in particular were chosen for this study because of the recent rise in popularity of the Non-Denominational belief in the US, especially among young adults.

The study outlines previous research on the Christian religion, the history of Non-Denominationality, and how typical college students decide their major. The conclusions of the study are that Non-Denominational Christian college students …


Brief Virtual Reality And Mixed Reality Mindfulness Breathing Exercise For Emotional Well-Being And Cognitive Functions In University Students: Within-Subjects Experimental Design Study, Zoey Khai Yee Eun, Charmaine Jiali Koh, Hwajin Yang, Adalia Yin Hui Goh, Meilan Hu, K Tennakoon Appuhamillage Sandeeshwara Kasturiratna, Andree Hartanto May 2026

Brief Virtual Reality And Mixed Reality Mindfulness Breathing Exercise For Emotional Well-Being And Cognitive Functions In University Students: Within-Subjects Experimental Design Study, Zoey Khai Yee Eun, Charmaine Jiali Koh, Hwajin Yang, Adalia Yin Hui Goh, Meilan Hu, K Tennakoon Appuhamillage Sandeeshwara Kasturiratna, Andree Hartanto

Research Collection School of Social Sciences

Background: Mindfulness has been shown to enhance emotional well-being and cognitive performance, yet much of this evidence stems from interventions requiring prolonged practice, making them time-consuming and less accessible. Recent studies suggest that brief mindfulness sessions may also yield positive outcomes, but the effectiveness of such interventions in virtual reality (VR) and mixed reality (MR) remains underexplored. Objective: This study investigates the effects of brief mindfulness breathing exercises delivered through VR and MR on attentional and emotional restoration and self-control capacity. Methods: Using a within-subjects experimental design, 102 undergraduate participants (n=83, 81.4% female; mean age 20.87, SD 1.89) completed a …


A Behavior Analytic Blueprint For Rapport-Building: Investigating The Key Elements For Success, Nelmar Jacinto Cruz May 2026

A Behavior Analytic Blueprint For Rapport-Building: Investigating The Key Elements For Success, Nelmar Jacinto Cruz

Theses and Dissertations

Rapport can be defined as a positive relationship between people built through specific actions. Building rapport can benefit organizations by improving performance and increasing work satisfaction. Despite these benefits, research on rapport remains scarce. Curry et al. (2019) completed the most recent rapport study and found that rapport-building led to increased productivity and discretionary effort. The present study replicated and extended Curry et al. (2019) and addressed three limitations of their research: the lack of a control group, the large disparity in time spent with the experimenter, and the rigidity of their rapport conversation script. The study was completed in …


The Effect Of A 14-Day Digital Nudge-Based Sleep Hygiene Intervention On Behavioural, Cognitive, And Emotional Well-Being In College Students: An Experimental Approach, Tracy X. Chen, Chi-Ying Cheng, Michelle Koay, Chin Boon Soh, Andree Hartanto May 2026

The Effect Of A 14-Day Digital Nudge-Based Sleep Hygiene Intervention On Behavioural, Cognitive, And Emotional Well-Being In College Students: An Experimental Approach, Tracy X. Chen, Chi-Ying Cheng, Michelle Koay, Chin Boon Soh, Andree Hartanto

Research Collection School of Social Sciences

Sleep is essential for one's cognitive, psychological, and physical health. Yet, college students often face sleep deprivation due to academic demands, social obligations, and extracurricular commitments. This study implemented a 14-day Digital Nudge-Based Sleep Hygiene Intervention, delivered via a digital platform, to encourage healthier sleep practices among college students. Grounded in nudge theory, the digital intervention used subtle behavioural prompts to improve participants' sleep hygiene without imposing restrictions, demonstrating high adherence and scalability. Participants were guided through daily tasks to enhance autonomy and motivation, such as creating calming bedtime routines. The digital intervention led to positive outcomes across four domains: …


Outcomes Associated With Childhood Parental Divorce: An Umbrella Review Of Meta-Analyses, Gabriel Xing Da Tan, Andree Hartanto, Ysabel Thereze Ang Guevarra, Angel K. M. P. Lee, Jing Jie Kenneth Koh, K Tennakoon Appuhamillage Sandeeshwara Kasturiratna May 2026

Outcomes Associated With Childhood Parental Divorce: An Umbrella Review Of Meta-Analyses, Gabriel Xing Da Tan, Andree Hartanto, Ysabel Thereze Ang Guevarra, Angel K. M. P. Lee, Jing Jie Kenneth Koh, K Tennakoon Appuhamillage Sandeeshwara Kasturiratna

Research Collection School of Social Sciences

Background: Childhood parental divorce has been consistently associated with a host of negative outcomes across multiple domains, such as socioemotional, behavioural, academic, and physical health, which can persist into adulthood. Despite extensive research on childhood parental divorce, the current literature lacks a systematic, integrated synthesis that clarifies which child outcomes are most consistently associated with parental divorce, as well as the potential moderators influencing these associations. Therefore, we conducted an umbrella review of meta-analyses to bridge this gap by consolidating the existing research and providing an exhaustive overview. Methods: Systematic searches were conducted across various databases and following a two-stage …


Understanding Critical Thinking In Generative Artificial Intelligence Use: Development, Validation, And Correlates Of The Critical Thinking In Ai Use Scale, Gabriel R. Lau, Wei Yan Low, Louis Tay, Ysabel Thereze Ang Guevarra, Dragon Gašević, Andree Hartanto May 2026

Understanding Critical Thinking In Generative Artificial Intelligence Use: Development, Validation, And Correlates Of The Critical Thinking In Ai Use Scale, Gabriel R. Lau, Wei Yan Low, Louis Tay, Ysabel Thereze Ang Guevarra, Dragon Gašević, Andree Hartanto

Research Collection School of Social Sciences

Generative AI tools are increasingly embedded in everyday work and learning, yet their fluency, opacity, and propensity to hallucinate mean that users must critically evaluate AI outputs rather than accept them at face value. The present research conceptualises critical thinking in AI use as a dispositional tendency to verify the source and content of AI-generated information, to understand how models work and where they fail, and to reflect on the broader implications of relying on AI. Across six studies ( N = 1341), we developed and validated the 13-item critical thinking in AI use scale and mapped its nomological network. …


Digital Grief Technology To Support Bereavement: A Systematic Review Of Potential Benefits And Risks, Xun Ci Soh, Adalia Yin Hui Goh, Paye Shin Koh, Andree Hartanto May 2026

Digital Grief Technology To Support Bereavement: A Systematic Review Of Potential Benefits And Risks, Xun Ci Soh, Adalia Yin Hui Goh, Paye Shin Koh, Andree Hartanto

Research Collection School of Social Sciences

Grief is a universal and inevitable experience. However, the way we support the bereaved is changing, especially in the digital era. This systematic review examines the potential benefits and risks associated with various digital grief technologies, including online grief support groups, generative AI chatbots, online memorials, online therapy interventions, virtual reality, and digitally reproduced visuals or audio of the deceased. A systematic search was conducted in seven databases, and 30 articles were included in the final review. Findings indicate that digital grief technologies offer several benefits, such as reductions in grief and depressive symptoms, enhanced social support, greater accessibility, and …


Emotions In Urban Society: A Call For Papers For Psychological Research On Urban Society (Proust), Debora Eflina Purba Apr 2026

Emotions In Urban Society: A Call For Papers For Psychological Research On Urban Society (Proust), Debora Eflina Purba

Psychological Research on Urban Society

Emotions in Urban Society: A Call for Papers for Psychological Research on Urban Society (PRoUSt)


What Makes Leaders In Human Services Effective? A Pilot Study Linking Systems Thinking, Perspective-Taking, And Leadership Success, Ryan Witterschein Apr 2026

What Makes Leaders In Human Services Effective? A Pilot Study Linking Systems Thinking, Perspective-Taking, And Leadership Success, Ryan Witterschein

Journal of Nonprofit Innovation

Leadership effectiveness is a persistent challenge in human services nonprofits, where organizations serving individuals with disabilities and complex needs have grown dramatically but lack validated tools for assessing the cognitive competencies that distinguish effective leaders. This quantitative pilot study introduces the ABA Leadership Assessment Tool version 2.0 (ABLA 2.0), a 48-item instrument integrating transformational and transactional leadership frameworks with three constructs from Relational Frame Theory—perspective-taking, temporal reasoning, and systems thinking. Eight Board Certified Behavior Analysts in organizational leadership roles completed the assessment, yielding 100% completion and strong preliminary reliability across all subscales (α = .71–.94). Leaders who demonstrated stronger cognitive …


Noncontingent Parental Attention Leads To Independent Play And Is Preferred By Toddlers Over Screen Time, Kristen Newell Apr 2026

Noncontingent Parental Attention Leads To Independent Play And Is Preferred By Toddlers Over Screen Time, Kristen Newell

LSU Doctoral Dissertations

Caregivers often rely on screen media to occupy young children during periods when caregiver attention is unavailable, despite evidence linking early screen exposure to adverse developmental outcomes. An alternative approach is to provide high-quality, noncontingent attention (NCA) during play prior to independent activity. Although NCA reduces attention-maintained challenging behavior, the optimal duration of NCA and children’s preference for caregiver interaction relative to screen time remain unclear. This study evaluated the effects of varying durations of caregiver-delivered NCA on young children’s independent play, attention-seeking behavior, and preference for NCA compared to screen time. Three caregiver–child dyads participated in a multielement design …


Exploring Lay Meanings Of Happiness In Contemporary India: A Qualitative Inquiry, Kunmun Mishra, Kailash Bl Srivastava Professor Apr 2026

Exploring Lay Meanings Of Happiness In Contemporary India: A Qualitative Inquiry, Kunmun Mishra, Kailash Bl Srivastava Professor

The Qualitative Report

Three decades of professional research suggest several explicit concepts of happiness; however, exploring the lay theories of happiness has largely been overlooked. Addressing this gap, our paper attempts to explore lay concepts of happiness in the contemporary Indian context. Given the inherently subjective nature of happiness, a qualitative study was conducted to explore the impact of beliefs and lived experiences on happiness. Data were collected through semi-structured in-depth interviews, and transcripts were analyzed using thematic analysis. Meanings, causes, and actions to maintain happiness evolved into seven significant themes: contentment, achievement and hope, collectivist orientation, autonomy, materialism, pragmatic orientation, and spirituality. …


Assessing Visual Analysis Skills With Board Certified Behavior Analysts: A Replication And Extension, Daniella Fronte Apr 2026

Assessing Visual Analysis Skills With Board Certified Behavior Analysts: A Replication And Extension, Daniella Fronte

Thesis Projects

Visual analysis of single-subject data is a necessary decision-making method in the field of behavior analysis. This analysis helps practitioners evaluate the efficacy of their interventions and informs subsequent decisions to complete, continue, modify, or discontinue an intervention. The purpose of this study was to assess behavior analysts’ visual analysis skills and to evaluate whether using a decision-making flowchart increases correct clinical decisions. Talk-aloud data were used to analyze errors in behavior analysts’ decision-making. Additionally, the extent to which participants rated the flowchart’s significance and effectiveness was assessed. Four of 16 participants reached mastery in the baseline phase without access …


Who Will Grow Our Food In The Future? Factors Influencing A-State Agricultural Student’S Intentions To Enter Production Agriculture, Kamana Kafle Apr 2026

Who Will Grow Our Food In The Future? Factors Influencing A-State Agricultural Student’S Intentions To Enter Production Agriculture, Kamana Kafle

Create@State

The future of agriculture depends on what motivates today’s student to pursue careers in production agriculture. This study identifies key drivers of career intention among College of Agricultural students at A-State using an extended Theory of Planned Behavior framework. Data were collected through a cross-sectional survey and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The model explained a substantial 74.2% of the variance in agricultural career intention. Results revealed that Career Planning was the strongest positive predictor, followed by Attitude Towards Agriculture and Perceived Value. Interestingly, factors such as Perceived Behavioral Control, Subjective Norms, and access to Facilities …


The Effects Of Visual Supports On The Acquisition Of Guitar Chords, Cole S. Jahna Apr 2026

The Effects Of Visual Supports On The Acquisition Of Guitar Chords, Cole S. Jahna

Thesis Projects

There is a current literature gap in applied behavior analysis (ABA) and music-based leisure activities. This study utilized a multiple-probe design to evaluate the effects of visual supports on the guitar fretboard combined with behavioral skills training (BST) to teach correct strumming and finger placement of three guitar chords (i.e., E, C, and G) to a neurodivergent adult. By using a task analysis, the strum and each individual finger placement were scored as correct or incorrect during each chord trial. Three chords that were under 50% accuracy in baseline were selected for the intervention. The intervention was introduced sequentially to …


Beyond The Certificate: Why Real Expertise In Investigative Interviewing Comes From Practice, Alan Saquella Apr 2026

Beyond The Certificate: Why Real Expertise In Investigative Interviewing Comes From Practice, Alan Saquella

Publications

In today’s professional environment, especially on platforms like LinkedIn, training and certifications are often treated as the gold standard of competence. Profiles are filled with credentials, badges and completed courses that signal expertise. But in fields like investigative interviewing, there is a critical distinction that too often gets overlooked: the difference between being trained, being certified, and being truly effective.

This is a message to colleagues across security, law enforcement, corporate investigations, and intelligence: training is only the beginning. Certificates validate exposure. Application, repeated, disciplined, and ethical application is what creates mastery.