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Screens Or Mp4s: Acquiring Clinical Competencies Through The Use Of E-Ospes In Occupational Therapy, Lizahn Gracia Cloete, Lee-Ann Juliana Jacobs-Nzuzi Khuabi, Lana Van Niekerk Apr 2018

Screens Or Mp4s: Acquiring Clinical Competencies Through The Use Of E-Ospes In Occupational Therapy, Lizahn Gracia Cloete, Lee-Ann Juliana Jacobs-Nzuzi Khuabi, Lana Van Niekerk

The Open Journal of Occupational Therapy

The assessment of clinical competence of undergraduate students is a crucial part of higher education training in occupational therapy. The use of online objective standardized practical examinations (e-OSPEs) was piloted as a technological innovation to determine student learning needs. An action research framework with four phases was used. Descriptive statistics in the form of frequency tables and percentages were used to report survey results. The students had multiple practice opportunities before uploading their best attempt. Thirty participants completed a 12-item survey. The results were analyzed using descriptive analysis and presented by means of statistical graphs. Peer assessment facilitated experiential learning. …


Exposure To, Knowledge Of, And Interest In Occupational Therapy And Physical Therapy As Career Options, Prisca M. Collins, Cynthia Carr Apr 2018

Exposure To, Knowledge Of, And Interest In Occupational Therapy And Physical Therapy As Career Options, Prisca M. Collins, Cynthia Carr

The Open Journal of Occupational Therapy

Lack of awareness and knowledge of the occupational therapy (OT) and physical therapy (PT) professions has been cited as a barrier to consideration of these professions as career options. This study examined the types of exposure to, knowledge of, and career interest in OT and PT of students from underrepresented minority (URM) and non-Hispanic White and Asian American (NHW-AA) populations. A questionnaire was administered to a convenience sample of 150 high school and undergraduate college students. Demographic data and student responses to questions regarding exposure to, knowledge of, and career interest in OT and PT were collected. Descriptive statistics and …


Informal Leadership In The Clinical Setting: Occupational Therapist Perspectives, Clark Patrick Heard, Jared Scott, Tanisha Mcginn, Emily Van Der Kamp, Amjad Yahia Apr 2018

Informal Leadership In The Clinical Setting: Occupational Therapist Perspectives, Clark Patrick Heard, Jared Scott, Tanisha Mcginn, Emily Van Der Kamp, Amjad Yahia

The Open Journal of Occupational Therapy

Background: Leadership is vital to clinical, organizational, and professional success. This has compelled a high volume of research primarily related to formal leadership concepts. However, as organizations flatten, eliminate departmental structures, or decentralize leadership structures the relevance of informal leaders has markedly enhanced.

Methods: Using a qualitative phenomenological methodology consistent with interpretative phenomenological analysis, this study examines the impact of informal leadership in the clinical setting for occupational therapists. Data was collected through the completion of semi-structured interviews with 10 peer-identified informal occupational therapy leaders in Ontario, Canada. Collected data was transcribed verbatim and coded for themes by …


Psychometric Properties Of An Instrument Derived From The Intentional Relationship Model: The Self-Efficacy For Recognizing Clients’ Interpersonal Characteristics (N-Seric), Victoria C. Ritter, Farzaneh Yazdani, Tove Carstensen, Mikkel M. Thørrisen, Tore Bonsaksen Apr 2018

Psychometric Properties Of An Instrument Derived From The Intentional Relationship Model: The Self-Efficacy For Recognizing Clients’ Interpersonal Characteristics (N-Seric), Victoria C. Ritter, Farzaneh Yazdani, Tove Carstensen, Mikkel M. Thørrisen, Tore Bonsaksen

The Open Journal of Occupational Therapy

Background: The Intentional Relationship Model conceptualizes the therapeutic use of self in occupational therapy. To increase motivation for and success in establishing therapeutic relationships, therapists need self-efficacy for using the self in therapeutic practice. However, attempts to combine this model with self-efficacy theory are rare, and instruments by which to measure self-efficacy for therapeutic use of self are in a developing stage. This study aimed to examine the factor structure and internal consistency of the Norwegian Self-Efficacy for Recognizing Interpersonal Characteristics (N-SERIC).

Methods: Occupational therapy students (n = 100) from two education programs completed the instrument and …


A Mixed-Methods Study Examining Developmental Milestones And Parental Experiences In Ghana, Kate G. Barlow, Stacey Reynolds Apr 2018

A Mixed-Methods Study Examining Developmental Milestones And Parental Experiences In Ghana, Kate G. Barlow, Stacey Reynolds

The Open Journal of Occupational Therapy

Background: Ghana currently lacks a systematic method for identifying children with developmental delays, and there do not appear to be any culturally sensitive assessment tools available. The objectives of this mixed-methods research study were to explore normal developmental milestones and parental practices in the Ghanaian population. The study also aimed to identify and describe culturally specific factors that should be accounted for on assessments used in the Ghanaian culture.

Methods: Twenty-eight Ghanaian parents were interviewed and asked to participate in a developmental milestone picture-identification task. Quantitative and qualitative data analyses were performed.

Results: The interviews revealed several cultural factors that …


Understanding Therapists’ Use Of Play With Children With Life-Threatening Conditions: A Qualitative Study, Rachel L. Bambrick, Carole W. Dennis, Kimberly Wilkinson Apr 2018

Understanding Therapists’ Use Of Play With Children With Life-Threatening Conditions: A Qualitative Study, Rachel L. Bambrick, Carole W. Dennis, Kimberly Wilkinson

The Open Journal of Occupational Therapy

Background: This study examined how occupational therapists use play in their treatments when working with children with life-threatening conditions.

Methods: This narrative qualitative study used an interpretive phenomenological approach to data analysis. Three semi-structured interviews were conducted with each therapist; interviews were designed to gather an understanding of how these occupational therapists work with children with life-threatening conditions and the ways in which they use play.

Results: Four major themes arose from the interviews along with two sub-themes. The four major themes were: play as a means, playful moments, condition-dependent limitations, and reimbursement. The two sub-themes were the importance of …


Normative Or Heavy Clouds? Early Indicators Of Nonverbal Learning Disability Based On Mothers’ Reports, Sara Rosenblum, Michal Piran, Sonya Meyer, Dalia Sachs Apr 2018

Normative Or Heavy Clouds? Early Indicators Of Nonverbal Learning Disability Based On Mothers’ Reports, Sara Rosenblum, Michal Piran, Sonya Meyer, Dalia Sachs

The Open Journal of Occupational Therapy

Background: Children with Nonverbal Learning Disabilities (NVLD) are verbally competent and particularly weak in nonverbal, visuospatial, and social abilities. Most of the literature about NVLD discusses the all-around functioning and diagnosis process during school years. In this qualitative study, the perceptions of mothers of children with NVLD were explored in the context of their children’s daily functioning characteristics during their first 3 years. The aim was to identify early indicators and warning signs of NVLD during the developmental process.

Method: Five mothers participated in two in-depth, semi-structured retrospective interviews.

Results: Two main themes were identified: (a) “Everything …


The Clinical And Classroom Utility Of The Inventory Of Reading Occupations: An Assessment Tool Of Children’S Reading Participation, Lenin Grajo, Catherine Candler, Patricia Bowyer, Sally Schultz, Jenny Thomson Apr 2018

The Clinical And Classroom Utility Of The Inventory Of Reading Occupations: An Assessment Tool Of Children’S Reading Participation, Lenin Grajo, Catherine Candler, Patricia Bowyer, Sally Schultz, Jenny Thomson

The Open Journal of Occupational Therapy

Background: The aim of this study was to determine the initial clinical and classroom utility of the Inventory of Reading Occupations (IRO), a new tool to assess children’s reading participation.

Method: The study used phenomenological qualitative and descriptive methods. The participants included 38 occupational therapists, speech-language pathologists, classroom teachers, and parents who completed or reviewed responses of children on the IRO. To provide triangulation, 20 of the children who completed the IRO were interviewed. Data were thematically analyzed and then categorized using a central Strengths-Weaknesses-Opportunities-Threats premise.

Results: The majority of the participants indicated favorable response to the …


Connections, 04/2018, College Of Health And Human Services Apr 2018

Connections, 04/2018, College Of Health And Human Services

College of Health and Human Services Newsletter

  • CHHS welcomes second HCCP cohort to campus
  • 2018 IPE Expo highlights CHHS successes
  • Public health students, faculty present at annual meeting
  • CHHS takes service event to AACORN Farm
  • WMU students moved to retirement home as part of intergenerational study
  • Dean Washington treats administrative staff to lunch


Emeriti News, Spring 2018, Emeriti Council Apr 2018

Emeriti News, Spring 2018, Emeriti Council

Emeriti News

  • Contents of Volume XXVII Number 2:
  • Message from the Chair: Peter Krawutschke
  • Emeriti Council Membership Changes
  • March Wednesday II: Gail Griffin
  • OLLI at WMU
  • In Rememberance
  • Medallion Scholarship Recipient Updates
  • The Sandra Edwards Colloquiium
  • Emeriti Council Book Scholarships
  • Coming Wednesday II Events (Fall 2018)


Arts & Sciences Enews: Spring 2018, College Of Arts And Sciences Apr 2018

Arts & Sciences Enews: Spring 2018, College Of Arts And Sciences

College of Arts and Sciences news

  • Students bring the past to life: Hundreds of young history buffs once again descended on Western Michigan University's campus for the annual History Day District 6 Competition March 3.
  • A group of WMU students led by philosophy professor Dr. Fritz Allhoff recently helped rural Alaskans do their taxes. This was the fourth year Allhoff has led a tax-assistance delegation to remote villages in western Alaska.
  • Dr. Jennifer Machiorlatti, professor of communication, is the co-producer of a film chosen for this year's Grand Rapids Film Festival that took place April 13-15.
  • Economics, an analyst and the FBI: Since earning her bachelor's …


Haworth College Of Business News (04/2018), Haworth College Of Business Apr 2018

Haworth College Of Business News (04/2018), Haworth College Of Business

Haworth College of Business News

  • Presidential Scholars
  • Stryker: Putting Strengths First
  • Succeeding as a Manager
  • It's Tax Season
  • Social Media Data
  • Refer a Bronco


Diabetes Prevention Program: Exploring Spirituality And Spiritual Interventions On Outcomes, Sharon E. Plutko Long Apr 2018

Diabetes Prevention Program: Exploring Spirituality And Spiritual Interventions On Outcomes, Sharon E. Plutko Long

Dissertations

Purpose

The purpose of this study is to explore a relationship between a modified Diabetes Prevention Program (DPP) for adults with pre-diabetes (pre-DM) or type-2 DM with variables of spirituality and religiosity (S/R) to illuminate the potential religion-health connection based in changes in participant weight, body mass index (BMI) and physical activity. A secondary purpose is identifying spiritual interventions used by faith-based DPP coaches in a group setting.

Methods

A mixed-methods study was conducted with 34 DPP participants and 11 DPP coaches who completed the core section (weeks 1-26) of DPP courses held in Macomb Country, Michigan. Independent variables are …


Apology Not Accepted: The Impact Of Executive Rhetoric, Communication Strategies, Media Coverage And Time On Crisis Management And Public Perception During Major Oil Spills, Todd D. Harcek Apr 2018

Apology Not Accepted: The Impact Of Executive Rhetoric, Communication Strategies, Media Coverage And Time On Crisis Management And Public Perception During Major Oil Spills, Todd D. Harcek

Dissertations

This research builds upon the scholarship in crisis communication strategies and apologia employed by companies during a crisis. Within the expansive domain of crisis management, this work evaluates the media coverage and crisis communication strategies during three major oil spills: the Exxon Valdez, the American Trader, and the BP Gulf oil spill. The purpose of this study is to provide practitioners, researchers and others additional insight into the impact of media coverage on prior, current and future crises and how this coverage, coupled with the communication strategies of companies during a crisis, can influence public awareness or perception. Furthermore, …


Support Assurance-Based Software Development For Mission Critical Domains Using The Model Driven Architecture, Chung-Ling Lin Apr 2018

Support Assurance-Based Software Development For Mission Critical Domains Using The Model Driven Architecture, Chung-Ling Lin

Dissertations

In the past decades, software development for mission critical applications has drawn great attention not only in various mission critical communities but also software engineering communities. One of the important reasons is that the failure of these systems can lead to some serious consequences such as huge financial loss and even loss of life. Therefore, software certification has become an important activity for mission critical applications in that software assurance for such a system should be certified. With the increasing complexity of a software system in mission critical sectors, certifiers have found hard time to understand how a software system …


Mapping Bedrock Topography Of The Portage And Schoolcraft Nw 7.5’ Quadrangles, Kalamazoo Co. Mi, Using The Hvsr Passive Seismic Method, Benjamin B. Seiderman Apr 2018

Mapping Bedrock Topography Of The Portage And Schoolcraft Nw 7.5’ Quadrangles, Kalamazoo Co. Mi, Using The Hvsr Passive Seismic Method, Benjamin B. Seiderman

Masters Theses

This study utilizes the Horizontal to Vertical Spectral Ratio (HVSR) technique to map bedrock topography in the Portage and Schoolcraft NW quadrangles, Kalamazoo Co., MI, looking for buried bedrock valleys. Glacial sediment-landform assemblages dominate the study area, due to multiple advances of the Laurentide Ice Sheet (LIS). Tunnel valleys, which are one type of buried valley, are eroded by subglacial meltwater and commonly filled with the coarser varieties of glacial outwash, making them potential aquifers. The HVSR technique measures the ratio of horizontal to vertical ground motion, excited by ambient seismic noise, resulting in a peak at the resonance frequency. …


From Architectural Design To Structural Analysis: A Data-Driven Approach To Study Building Information Modeling (Bim) Interoperability, Mohammed Aldegeily Apr 2018

From Architectural Design To Structural Analysis: A Data-Driven Approach To Study Building Information Modeling (Bim) Interoperability, Mohammed Aldegeily

Masters Theses

BIM has been playing an essential role in building construction projects in recent years. It was used to automate many tasks such as clash detection, 4D planning, and quantity takeoff, among others. However, the interoperability of BIM still lacks in many fields across the architecture, engineering, and construction domains. This research studies the interoperability between architectural design and structural analysis. The goal is to explore structural analysis of BIM models through data transfer processes between different software platforms via three types of paths: (1) Application Programming Interface (API); (2) “immediately connect,” which is the direct link between software programs from …


Western Michigan University Magazine, Spring 2018, Western Michigan University Apr 2018

Western Michigan University Magazine, Spring 2018, Western Michigan University

Western Michigan University Magazine (1997-present)

  • Bronco Entrepreneurs: How They Pivoted and Profited In this special edition, alumni entrepreneurs reveal how they started their businesses and made key pivots to keep their entrepreneurial aspirations alive and thriving. For some, their most meaningful pivot was leaving a job and mustering the courage to launch an enterprise of their own making.
  • No Stopping Her When Karen Behnke has a business idea, watch her rise.
  • Student Startups and What’s Trending They’re still students, but they’re starting something. WMU advances emerging enterprisers.
  • The Bot Builders Gurdeep Singh and Jas Kaur married business sense with robot building know-how.
  • Musician, Fundraiser, Candlestick …


Language Profiles Of Children Who Have Experienced Complex Trauma And Fetal Alcohol Spectrum Disorders, Christel G. Ciolino Apr 2018

Language Profiles Of Children Who Have Experienced Complex Trauma And Fetal Alcohol Spectrum Disorders, Christel G. Ciolino

Masters Theses

Children who experience maltreatment and children with Fetal Alcohol Spectrum Disorders (FASD) have similar neurological differences and are at risk for language impairments. However, limited research has been conducted to analyze their specific skill sets. To address this limitation, retrospective data from the Children’s Trauma Assessment Center of Southwest Michigan were analyzed. The linguistic profiles of 79 children with histories of varying numbers of traumatic experiences and comorbid FASD statues are compared in the areas of semantics, syntax, pragmatics, and social communication. Individuals had high pass rates on the CELF-5 Screening Test and high overall scores on the Pragmatic Protocol-Revised …


Further Development Of A Supervision System For Behavior Analysts To Support Evidence-Based Supervision Practices, Katie Lynn Garza Apr 2018

Further Development Of A Supervision System For Behavior Analysts To Support Evidence-Based Supervision Practices, Katie Lynn Garza

Dissertations

Effective supervision for individuals seeking certification from the Behavior Analyst Certification Board® (BACB) has been a recent focus in the field of behavior analysis (BACB, 2012). While the organizational behavior management (OBM) literature is rich with evidence for specific performance-improvement techniques, there is a lack of research on supervision systems specifically for supervising individuals seeking to obtain the Board Certified Behavior Analyst (BCBA) credential. Furthermore, studies to date have not examined what it takes for systems to meet their missional objectives while simultaneously providing training and supervision to trainees. This descriptive, process-oriented study sought to analyze the disconnects within a …


Mapping And Interpreting The Glacial Geology Of Pictured Rocks National Lakeshore, Michigan, Sarah M. Vandermeer Apr 2018

Mapping And Interpreting The Glacial Geology Of Pictured Rocks National Lakeshore, Michigan, Sarah M. Vandermeer

Dissertations

Pictured Rocks National Lakeshore is among the most popular parks in Michigan, yet prior to this study, it was the only National Park that lacked a detailed surficial geology map characterizing the distribution of sediments and landforms. Additionally, much of the landscape remained unexplored. These factors prevented thorough interpretations of landscape development and evolution. This research aims to map and further explore the relationship of glacial sediments and landforms throughout Pictured Rocks to refine and expand the current understanding of glacial events that shaped this landscape.

A new, detailed (1:24,000-scale) surficial geology map of the ten 7.5-minute quadrangles that contain …


Social Comparison Feedback And Goal-Setting Under Fixed Pay And Incentive Pay, Yngvi Freyr Einarsson Apr 2018

Social Comparison Feedback And Goal-Setting Under Fixed Pay And Incentive Pay, Yngvi Freyr Einarsson

Dissertations

The purpose of the study was to compare the effects of graphic social comparison feedback (SCF) with tiered goals under both fixed pay and incentive pay. Graphic SCF that displays the individual performance of each group member was found to be the most effective type of graphic feedback in two relatively recent studies (Einarsson, 2016; VanStelle, 2012). The effectiveness of SCF may be due to the fact that the performances of peers serve as sub-goals for each individual, essentially setting up individualized ability-based goals. Currently, it is unclear whether the normative component of SCF contributes to its effectiveness. Rather, similar …


Assessment For Mild Cognitive Impairment: Striving For Best Practice, Julie Leigh Dalmasso Apr 2018

Assessment For Mild Cognitive Impairment: Striving For Best Practice, Julie Leigh Dalmasso

Dissertations

This dissertation is a series of three studies aimed at determining the best assessment practices for mild cognitive impairment (MCI) that can employed by speech-language pathologists (SLPs). The first study was non-experimental and descriptive examining whether three commonly used assessment instruments yielded similar categorical results. The data were analyzed to determine whether the Eight-Item Interview to Differentiate Aging and Dementia (AD8), the Mini-Mental State Examination (MMSE), and the Cognitive-Linguistic Quick Test (CLQT) identified the same participants from a neurotypical sample as having cognitive deficits. Very little agreement was found amongst the three tools.

Study two was modified to include two …


Exploring The Use Of Hierarchal Statistical Analysis And Deep Neural Networks To Detect And Mitigate Covert Timing Channels, Omar Darwish Apr 2018

Exploring The Use Of Hierarchal Statistical Analysis And Deep Neural Networks To Detect And Mitigate Covert Timing Channels, Omar Darwish

Dissertations

Covert timing channels provide a mechanism to transmit unauthorized information across different processes. It utilizes the inter-arrival times between the transmitted packets to hide the communicated data. It can be exploited in a variety of malevolent scenarios such as leaking military secrets, trade secrets, and other forms of Intellectual Property (IP). They can be also used as a vehicle to attack existing computing systems to disseminate software viruses or worms while bypassing firewalls, intrusion detection and protection systems, and application filters. Therefore, the detection and mitigation of covert channels is a key issue in modern Information Technology (IT) infrastructure. Many …


Web-Based Stimulus Preference Assessment And Reinforcer Assessments For Videos, Hugo Curiel Apr 2018

Web-Based Stimulus Preference Assessment And Reinforcer Assessments For Videos, Hugo Curiel

Dissertations

Stimulus preference assessments and reinforcer assessments are integral components of positive reinforcement-based interventions. Web-based brief multiple-stimulus without replacement (MSWO) preference assessments have recently been shown to be effective in identifying preference hierarchies for videos (Curiel, Curiel, Li, Deochand, & Poling, 2018). The purpose of the current studies was to replicate Curiel et al.’s web-based MSWO assessment and assess the reinforcing function of the highest and lowest identified stimuli using novel web-based reinforcer assessments. Study 1 employed single-operant arrangements (SOAs) and Study 2 employed concurrent-operants arrangements (COAs) to assess the absolute and relative reinforcing function of the identified stimuli, respectively. The …


Examining The Impact Of A Criminal Background In Social Work Education, Amy S. Vliek Apr 2018

Examining The Impact Of A Criminal Background In Social Work Education, Amy S. Vliek

Dissertations

Many returning citizens want to access higher educational institutions (HEIs) to access desired professions and increase employability. However, many HEIs and profession education programs have restrictions in place for returning citizens. An MSW is the most sought-after degree for returning citizens. However, social work education has restrictions in place for returning citizens. The purpose of this dissertation is to examine the lived experiences of MSW returning citizen students considering these restrictions. The dissertation attempts to answer the following research questions: How did applicants who disclosed a criminal background at the time of application experience the MSW application process? Did the …


A Holistic Computational Approach To Boosting The Performance Of Protein Search Engines, Majdi Ahmad Mosa Maabreh Apr 2018

A Holistic Computational Approach To Boosting The Performance Of Protein Search Engines, Majdi Ahmad Mosa Maabreh

Dissertations

Despite availability of several proteins search engines, due to the increasing amounts of MS/MS data and database sizes, more efficient data analysis and reduction methods are important. Improving accuracy and performance of protein identification is a main goal in the community of proteomic research. In this research, a holistic solution for improvement in search performance is developed.

Most current search engines apply the SEQUEST style of searching protein databases to define MS/MS spectra. SEQUEST involves three main phases: (i) Indexing the protein databases, (ii) Matching and Ranking the MS/MS spectra and (iii) Filtering the matches and reporting the final proteins. …


A Model For Propagating Educational Innovations In Higher Stem Education: A Grounded Theory Study Of Successfully Propagated Innovations, Raina Khatri Apr 2018

A Model For Propagating Educational Innovations In Higher Stem Education: A Grounded Theory Study Of Successfully Propagated Innovations, Raina Khatri

Dissertations

A critical problem in undergraduate science, technology, engineering, and mathematics (STEM) education is the slow uptake of innovative teaching strategies and materials. Developments from the STEM education research community can be shown to improve learning and retention outcomes, but the majority of new teaching strategies go unused by instructors. This problem is increasingly acknowledged by funding agencies such as the National Science Foundation, which now calls for “transferability and propagation” to be addressed throughout a project’s lifetime in the request for proposals. However, few publications synthesize what is known about propagating innovations into usable, actionable recommendations for developers in the …


Investigating Generalization Of Motorist Yielding To The Gateway Prompt From The Treated Leg Of The Intersection To The Untreated Adjacent Leg, Brian J. Crowley-Koch Apr 2018

Investigating Generalization Of Motorist Yielding To The Gateway Prompt From The Treated Leg Of The Intersection To The Untreated Adjacent Leg, Brian J. Crowley-Koch

Dissertations

Pedestrian safety continues to be an important research topic, especially since recent data show a small increase in pedestrian fatalities (USGAO, 2015). There have been several interventions that prompt pedestrians, but especially motorists, to yield properly at uncontrolled crosswalks (Van Houten, 1988; Van Houten & Malenfant, 1992; Nasar, 2003; Crowley-Koch, Van Houten & Lim, 2008). One low-cost intervention that has been successful is the R1-6 in road yielding sign (Kannel, Souleyrette, & Tenges, 2003). When this sign is laid out purposefully across a crosswalk (called a gateway), it has resulted in substantial increases in yielding compared to baseline conditions. In …


Denoising Large Neuroimage Mri Data Using Spatial Random Effect Models, Leonard Chukuma Johnson Apr 2018

Denoising Large Neuroimage Mri Data Using Spatial Random Effect Models, Leonard Chukuma Johnson

Dissertations

Spatial smoothing in Magnetic Resonance image (MRI) involves applying a filter to remove high frequency information and consequently improves signal-to-noise ratio that can greatly aid neurosurgeons in pre-surgical planning stages of tumor resection. This immensely reduces the time spent on Electrical stimulation mapping (ESM) prior to surgery. MRI's three-dimensional data provides voxel intensities with complex spatial relationship. The standard de facto spatial smoothing method, Gaussian Kernel smoothing, is satisfactory since a uniform smoothing is done for the whole brain. Secondly, the kernel smoothing technique assumes normality for the voxel intensity, but there is ample evidence in current research that indicates …