Discuss the issue of fraud in the provision of behavior analytic services.

Discuss the issue of fraud in the provision of behavior analytic services.

1. As a BCBA, what steps can you take to prevent fraud in your work place?

2. Discuss this from the perspective of a supervisor

3. Discuss this from the perspective of an employee in the clinic setting.

4. List all applicable BCBA ethics codes sections. Provide the rationale for the chosen code(s)

You can use the following articles and websites:

Ethical Billing: Misunderstanding vs Fraud – ABA Ethics Hotline

Tampa Bay Autism Service Provider Agrees To Pay $675,000 To Resolve Civil Healthcare Fraud Allegations | USAO-MDFL | Department of Justice

Professional and Ethical Compliance Code for Behavior Analysts

BEHAVIOR ANALYST CERTIFICATION BOARD® =

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The Behavior Analyst Certification Board’s (BACB’s) Professional and Ethical Compliance Code for Behavior Analysts (the “Code”) consolidates, updates, and replaces the BACB’s Professional Disciplinary and Ethical Standards and Guidelines for Responsible Conduct for Behavior Analysts. The Code includes 10 sections relevant to professional and ethical behavior of behavior analysts, along with a glossary of terms. Effective January 1, 2016, all BACB applicants and certificants will be required to adhere to the Code.

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In the original version of the Guidelines for Professional Conduct for Behavior Analysts, the authors acknowledged ethics codes from the following organizations: American Anthropological Association, American Educational Research Association, American Psychological Association, American Sociological Association, California Association for Behavior Analysis, Florida Association for Behavior Analysis, National Association of Social Workers, National Association of School Psychologists, and Texas Association for Behavior Analysis. We acknowledge and thank these professional organizations that have provided substantial guidance and clear models from which the Code has evolved.

Approved by the BACB’s Board of Directors on August 7, 2014.

This document should be referenced as: Behavior Analyst Certification Board. (2014). Professional and ethical compliance code for behavior analysts. Littleton, CO: Author.

© 2014 Behavior Analyst Certification Board,® Inc. (BACB®), all rights reserved. Ver. March 18, 2019.

 

 

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Contents

1.0 1.01 1.02 1.03 1.04 1.05 1.06 1.07

2.0 2.01 2.02 2.03 2.04 2.05 2.06 2.07 2.08 2.09 2.10 2.11 2.12 2.13 2.14 2.15

3.0 3.01 3.02 3.03 3.04 3.05

4.0 4.01 4.02 4.03 4.04 4.05 4.06 4.07 4.08 4.09 4.10 4.11

Responsible Conduct of Behavior Analysts Reliance on Scientific Knowledge Boundaries of Competence Maintaining Competence through Professional Development Integrity Professional and Scientific Relationships Multiple Relationships and Conflicts of Interest Exploitative Relationships

Behavior Analysts’ Responsibility to Clients Accepting Clients Responsibility Consultation Third-Party Involvement in Services Rights and Prerogatives of Clients Maintaining Confidentiality Maintaining Records Disclosures Treatment/Intervention Efficacy Documenting Professional Work and Research Records and Data Contracts, Fees, and Financial Arrangements Accuracy in Billing Reports Referrals and Fees Interrupting or Discontinuing Services

Assessing Behavior Behavior-Analytic Assessment Medical Consultation Behavior-Analytic Assessment Consent Explaining Assessment Results Consent-Client Records

Behavior Analysts and the Behavior-Change Program Conceptual Consistency Involving Clients in Planning and Consent Individualized Behavior-Change Programs Approving Behavior-Change Programs Describing Behavior-Change Program Objectives Describing Conditions for Behavior-Change Program Success Environmental Conditions that Interfere with Implementation Considerations Regarding Punishment Procedures Least Restrictive Procedures Avoiding Harmful Reinforcers Discontinuing Behavior-Change Programs and Behavior-Analytic Services

 

 

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Contents, continued

5.0 5.01 5.02 5.03 5.04 5.05 5.06 5.07

6.0 6.01 6.02

7.0 7.01 7.02

8.0 8.01 8.02 8.03 8.04 8.05 8.06

9.0 9.01 9.02 9.03 9.04 9.05 9.06 9.07 9.08 9.09

Behavior Analysts as Supervisors Supervisory Competence Supervisory Volume Supervisory Delegation Designing Effective Supervision and Training Communication of Supervision Conditions Providing Feedback to Supervisees Evaluating the Effects of Supervision

Behavior Analysts’ Ethical Responsibility to the Profession of Behavior Analysts Affirming Principles Disseminating Behavior Analysis

Behavior Analysts’ Ethical Responsibility to Colleagues Promoting an Ethical Culture Ethical Violations by Others and Risk of Harm

Public Statements Avoiding False or Deceptive Statements Intellectual Property Statements by Others Media Presentations and Media-Based Services Testimonials and Advertising In-Person Solicitation

Behavior Analysts and Research Conforming with Laws and Regulations Characteristics of Responsible Research Informed Consent Using Confidential Information for Didactic or Instructive Purposes Debriefing Grant and Journal Reviews Plagiarism Acknowledging Contributions Accuracy and Use of Data

10.0 Behavior Analysts’ Ethical Responsibility to the BACB 10.01 Truthful and Accurate Information Provided to the BACB 10.02 Timely Responding, Reporting, and Updating of Information Provided to the BACB 10.03 Confidentiality and BACB Intellectual Property 10.04 Examination Honesty and Irregularities 10.05 Compliance with BACB Supervision and Coursework Standards 10.06 Being Familiar with This Code 10.07 Discouraging Misrepresentation by Non-Certified Individuals

 

 

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1.0 Responsible Conduct of Behavior Analysts.

Behavior analysts maintain the high standards of behavior of the profession.

1.01 Reliance on Scientific Knowledge. Behavior analysts rely on professionally derived knowledge based on science and behavior analysis when making scientific or professional judgments in human service provision, or when engaging in scholarly or professional endeavors.

1.02 Boundaries of Competence.

(a) All behavior analysts provide services, teach, and conduct research only within the boundaries of their competence, defined as being commensurate with their education, training, and supervised experience.

(b) Behavior analysts provide services, teach, or conduct research in new areas (e.g., populations, techniques, behaviors) only after first undertaking appropriate study, training, supervision, and/or consultation from persons who are competent in those areas.

1.03 Maintaining Competence through Professional Development.

Behavior analysts maintain knowledge of current scientific and professional information in their areas of practice and undertake ongoing efforts to maintain competence in the skills they use by reading the appropriate literature, attending conferences and conventions, participating in workshops, obtaining additional coursework, and/or obtaining and maintaining appropriate professional credentials.

1.04 Integrity.

(a) Behavior analysts are truthful and honest and arrange the environment to promote truthful and honest behavior in others.

(b) Behavior analysts do not implement contingencies that would cause others to engage in fraudulent, illegal, or unethical conduct.

(c) Behavior analysts follow through on obligations, and contractual and professional commitments with high quality work and refrain from making professional commitments they cannot keep.

(d) Behavior analysts’ behavior conforms to the legal and ethical codes of the social and professional community of which they are members. (See also, 10.02a Timely Responding, Reporting, and Updating of Information Provided to the BACB)

(e) If behavior analysts’ ethical responsibilities conflict with law or any policy of an organization with which they are affiliated, behavior analysts make known their commitment to this Code and take steps to resolve the conflict in a responsible manner in accordance with law.

Professional and Ethical Compliance Code for Behavior Analysts

 

 

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1.05 Professional and Scientific Relationships. (a) Behavior analysts provide behavior-analytic services only in the context of a defined, professional,

or scientific relationship or role. (b) When behavior analysts provide behavior-analytic services, they use language that is fully

understandable to the recipient of those services while remaining conceptually systematic with the profession of behavior analysis. They provide appropriate information prior to service delivery about the nature of such services and appropriate information later about results and conclusions.

(c) Where differences of age, gender, race, culture, ethnicity, national origin, religion, sexual orientation, disability, language, or socioeconomic status significantly affect behavior analysts’ work concerning particular individuals or groups, behavior analysts obtain the training, experience, consultation, and/or supervision necessary to ensure the competence of their services, or they make appropriate referrals.

(d) In their work-related activities, behavior analysts do not engage in discrimination against individuals or groups based on age, gender, race, culture, ethnicity, national origin, religion, sexual orientation, disability, language, socioeconomic status, or any basis proscribed by law.

(e) Behavior analysts do not knowingly engage in behavior that is harassing or demeaning to persons with whom they interact in their work based on factors such as those persons’ age, gender, race, culture, ethnicity, national origin, religion, sexual orientation, disability, language, or socioeconomic status, in accordance with law.

(f) Behavior analysts recognize that their personal problems and conflicts may interfere with their effectiveness. Behavior analysts refrain from providing services when their personal circumstances may compromise delivering services to the best of their abilities.

1.06 Multiple Relationships and Conflicts of Interest.

(a) Due to the potentially harmful effects of multiple relationships, behavior analysts avoid multiple relationships.

(b) Behavior analysts must always be sensitive to the potentially harmful effects of multiple relationships. If behavior analysts find that, due to unforeseen factors, a multiple relationship has arisen, they seek to resolve it.

(c) Behavior analysts recognize and inform clients and supervisees about the potential harmful effects of multiple relationships.

(d) Behavior analysts do not accept any gifts from or give any gifts to clients because this constitutes a multiple relationship.

1.07 Exploitative Relationships.

(a) Behavior analysts do not exploit persons over whom they have supervisory, evaluative, or other authority such as students, supervisees, employees, research participants, and clients.

 

 

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(b) Behavior analysts do not engage in sexual relationships with clients, students, or supervisees, because such relationships easily impair judgment or become exploitative.

(c) Behavior analysts refrain from any sexual relationships with clients, students, or supervisees, for at least two years after the date the professional relationship has formally ended.

(d) Behavior analysts do not barter for services, unless a written agreement is in place for the barter that is (1) requested by the client or supervisee; (2) customary to the area where services are provided; and (3) fair and commensurate with the value of behavior-analytic services provided.

2.0 Behavior Analysts’ Responsibility to Clients.

Behavior analysts have a responsibility to operate in the best interest of clients. The term client as used here is broadly applicable to whomever behavior analysts provide services, whether an individual person (service recipient), a parent or guardian of a service recipient, an organizational representative, a public or private organization, a firm, or a corporation.

2.01 Accepting Clients.

Behavior analysts accept as clients only those individuals or entities whose requested services are commensurate with the behavior analysts’ education, training, experience, available resources, and organizational policies. In lieu of these conditions, behavior analysts must function under the supervision of or in consultation with a behavior analyst whose credentials permit performing such services.

2.02 Responsibility.

Behavior analysts’ responsibility is to all parties affected by behavior-analytic services. When multiple parties are involved and could be defined as a client, a hierarchy of parties must be established and communicated from the outset of the defined relationship. Behavior analysts identify and communicate who the primary ultimate beneficiary of services is in any given situation and advocate for his or her best interests.

2.03 Consultation.

(a) Behavior analysts arrange for appropriate consultations and referrals based principally on the best interests of their clients, with appropriate consent, and subject to other relevant considerations, including applicable law and contractual obligations.

(b) When indicated and professionally appropriate, behavior analysts cooperate with other professionals, in a manner that is consistent with the philosophical assumptions and principles of behavior analysis, in order to effectively and appropriately serve their clients.

 

 

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2.04 Third-Party Involvement in Services.

(a) When behavior analysts agree to provide services to a person or entity at the request of a third party, behavior analysts clarify, to the extent feasible and at the outset of the service, the nature of the relationship with each party and any potential conflicts. This clarification includes the role of the behavior analyst (such as therapist, organizational consultant, or expert witness), the probable uses of the services provided or the information obtained, and the fact that there may be limits to confidentiality.

(b) If there is a foreseeable risk of behavior analysts being called upon to perform conflicting roles because of the involvement of a third party, behavior analysts clarify the nature and direction of their responsibilities, keep all parties appropriately informed as matters develop, and resolve the situation in accordance with this Code.

(c) When providing services to a minor or individual who is a member of a protected population at the request of a third party, behavior analysts ensure that the parent or client-surrogate of the ultimate recipient of services is informed of the nature and scope of services to be provided, as well as their right to all service records and data.

(d) Behavior analysts put the client’s care above all others and, should the third party make requirements for services that are contraindicated by the behavior analyst’s recommendations, behavior analysts are obligated to resolve such conflicts in the best interest of the client. If said conflict cannot be resolved, that behavior analyst’s services to the client may be discontinued following appropriate transition.

2.05 Rights and Prerogatives of Clients.

(a) The rights of the client are paramount and behavior analysts support clients’ legal rights and prerogatives.

(b) Clients and supervisees must be provided, on request, an accurate and current set of the behavior analyst’s credentials.

(c) Permission for electronic recording of interviews and service delivery sessions is secured from clients and relevant staff in all relevant settings. Consent for different uses must be obtained specifically and separately.

(d) Clients and supervisees must be informed of their rights and about procedures to lodge complaints about professional practices of behavior analysts with the employer, appropriate authorities, and the BACB.

(e) Behavior analysts comply with any requirements for criminal background checks.

2.06 Maintaining Confidentiality.

(a) Behavior analysts have a primary obligation and take reasonable precautions to protect the confidentiality of those with whom they work or consult, recognizing that confidentiality may be established by law, organizational rules, or professional or scientific relationships.

 

 

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(b) Behavior analysts discuss confidentiality at the outset of the relationship and thereafter as new circumstances may warrant.

(c) In order to minimize intrusions on privacy, behavior analysts include only information germane to the purpose for which the communication is made in written, oral, and electronic reports, consultations, and other avenues.

(d) Behavior analysts discuss confidential information obtained in clinical or consulting relationships, or evaluative data concerning clients, students, research participants, supervisees, and employees, only for appropriate scientific or professional purposes and only with persons clearly concerned with such matters.

(e) Behavior analysts must not share or create situations likely to result in the sharing of any identifying information (written, photographic, or video) about current clients and supervisees within social media contexts.

2.07 Maintaining Records.

(a) Behavior analysts maintain appropriate confidentiality in creating, storing, accessing, transferring, and disposing of records under their control, whether these are written, automated, electronic, or in any other medium.

(b) Behavior analysts maintain and dispose of records in accordance with applicable laws, regulations, corporate policies, and organizational policies, and in a manner that permits compliance with the requirements of this Code.

2.08 Disclosures.

Behavior analysts never disclose confidential information without the consent of the client, except as mandated by law, or where permitted by law for a valid purpose, such as (1) to provide needed professional services to the client, (2) to obtain appropriate professional consultations, (3) to protect the client or others from harm, or (4) to obtain payment for services, in which instance disclosure is limited to the minimum that is necessary to achieve the purpose. Behavior analysts recognize that parameters of consent for disclosure should be acquired at the outset of any defined relationship and is an ongoing procedure throughout the duration of the professional relationship.

2.09 Treatment/Intervention Efficacy.

(a) Clients have a right to effective treatment (i.e., based on the research literature and adapted to the individual client). Behavior analysts always have the obligation to advocate for and educate the client about scientifically supported, most-effective treatment procedures. Effective treatment procedures have been validated as having both long-term and short-term benefits to clients and society.

(b) Behavior analysts have the responsibility to advocate for the appropriate amount and level of

 

 

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service provision and oversight required to meet the defined behavior-change program goals. (c) In those instances where more than one scientifically supported treatment has been established,

additional factors may be considered in selecting interventions, including, but not limited to, efficiency and cost-effectiveness, risks and side-effects of the interventions, client preference, and practitioner experience and training.

(d) Behavior analysts review and appraise the effects of any treatments about which they are aware that might impact the goals of the behavior-change program, and their possible impact on the behavior- change program, to the extent possible.

2.10 Documenting Professional Work and Research.

(a) Behavior analysts appropriately document their professional work in order to facilitate provision of services later by them or by other professionals, to ensure accountability, and to meet other requirements of organizations or the law.

(b) Behavior analysts have a responsibility to create and maintain documentation in the kind of detail and quality that would be consistent with best practices and the law.

2.11 Records and Data.

(a) Behavior analysts create, maintain, disseminate, store, retain, and dispose of records and data relating to their research, practice, and other work in accordance with applicable laws, regulations, and policies; in a manner that permits compliance with the requirements of this Code; and in a manner that allows for appropriate transition of service oversight at any moment in time.

(b) Behavior analysts must retain records and data for at least seven (7) years and as otherwise required by law.

2.12 Contracts, Fees, and Financial Arrangements.

(a) Prior to the implementation of services, behavior analysts ensure that there is in place a signed contract outlining the responsibilities of all parties, the scope of behavior-analytic services to be provided, and behavior analysts’ obligations under this Code.

(b) As early as is feasible in a professional or scientific relationship, behavior analysts reach an agreement with their clients specifying compensation and billing arrangements.

(c) Behavior analysts’ fee practices are consistent with law and behavior analysts do not misrepresent their fees. If limitations to services can be anticipated because of limitations in funding, this is discussed with the client as early as is feasible.

(d) When funding circumstances change, the financial responsibilities and limits must be revisited with the client.

 

 

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2.13 Accuracy in Billing Reports.

Behavior analysts accurately state the nature of the services provided, the fees or charges, the identity of the provider, relevant outcomes, and other required descriptive data.

2.14 Referrals and Fees.

Behavior analysts must not receive or provide money, gifts, or other enticements for any professional referrals. Referrals should include multiple options and be made based on objective determination of the client need and subsequent alignment with the repertoire of the referee. When providing or receiving a referral, the extent of any relationship between the two parties is disclosed to the client.

2.15 Interrupting or Discontinuing Services.

(a) Behavior analysts act in the best interests of the client and supervisee to avoid interruption or disruption of service.

(b) Behavior analysts make reasonable and timely efforts for facilitating the continuation of behavior- analytic services in the event of unplanned interruptions (e.g., due to illness, impairment, unavailability, relocation, disruption of funding, disaster).

(c) When entering into employment or contractual relationships, behavior analysts provide for orderly and appropriate resolution of responsibility for services in the event that the employment or contractual relationship ends, with paramount consideration given to the welfare of the ultimate beneficiary of services.

(d) Discontinuation only occurs after efforts to transition have been made. Behavior analysts discontinue a professional relationship in a timely manner when the client: (1) no longer needs the service, (2) is not benefiting from the service, (3) is being harmed by continued service, or (4) when the client requests discontinuation. (See also, 4.11 Discontinuing Behavior-Change Programs and Behavior-Analytic Services)

(e) Behavior analysts do not abandon clients and supervisees. Prior to discontinuation, for whatever reason, behavior analysts: discuss service needs, provide appropriate pre-termination services, suggest alternative service providers as appropriate, and, upon consent, take other reasonable steps

to facilitate timely transfer of responsibility to another provider.

3.0 Assessing Behavior.

Behavior analysts using behavior-analytic assessment techniques do so for purposes that are appropriate given current research.

 

 

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3.01 Behavior-Analytic Assessment.

(a) Behavior analysts conduct current assessments prior to making recommendations or developing behavior-change programs. The type of assessment used is determined by client’s needs and consent, environmental parameters, and other contextual variables. When behavior analysts are developing a behavior-reduction program, they must first conduct a functional assessment.

(b) Behavior analysts have an obligation to collect and graphically display data, using behavior-analytic conventions, in a manner that allows for decisions and recommendations for behavior-change program development.

3.02 Medical Consultation.

Behavior analysts recommend seeking a medical consultation if there is any reasonable possibility that a referred behavior is influenced by medical or biological variables.

3.03 Behavior-Analytic Assessment Consent.

(a) Prior to conducting an assessment, behavior analysts must explain to the client the procedure(s) to be used, who will participate, and how the resulting information will be used.

(b) Behavior analysts must obtain the client’s written approval of the assessment procedures before implementing them.

3.04 Explaining Assessment Results.

Behavior analysts explain assessment results using language and graphic displays of data that are reasonably understandable to the client.

3.05 Consent-Client Records.

Behavior analysts obtain the written consent of the client before obtaining or disclosing client records from or to other sources, for assessment purposes.

4.0 Behavior Analysts and the Behavior-Change Program. Behavior analysts are responsible for all aspects of the behavior-change program from conceptualization to implementation and ultimately to discontinuation.

 

 

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4.01 Conceptual Consistency.

Behavior analysts design behavior-change programs that are conceptually consistent with behavior- analytic principles.

4.02 Involving Clients in Planning and Consent.

Behavior analysts involve the client in the planning of and consent for behavior-change programs.

4.03 Individualized Behavior-Change Programs.

(a) Behavior analysts must tailor behavior-change programs to the unique behaviors, environmental variables, assessment results, and goals of each client.

(b) Behavior analysts do not plagiarize other professionals’ behavior-change programs.

4.04 Approving Behavior-Change Programs.

Behavior analysts must obtain the client’s written approval of the behavior-change program before implementation or making significant modifications (e.g., change in goals, use of new procedures).

4.05 Describing Behavior-Change Program Objectives.

Behavior analysts describe, in writing, the objectives of the behavior-change program to the client before attempting to implement the program. To the extent possible, a risk-benefit analysis should be conducted on the procedures to be implemented to reach the objective. The description of program objectives and the means by which they will be accomplished is an ongoing process throughout the duration of the client-practitioner relationship.

4.06 Describing Conditions for Behavior-Change Program Success.

Behavior analysts describe to the client the environmental conditions that are necessary for the behavior-change program to be effective.

4.07 Environmental Conditions that Interfere with Implementation.

(a) If environmental conditions prevent implementation of a behavior-change program, behavior analysts recommend that other professional assistance (e.g., assessment, consultation or therapeutic intervention by other professionals) be sought.

(b) If environmental conditions hinder implementation of the behavior-change program, behavior analysts seek to eliminate the environmental constraints, or identify in writing the obstacles to doing so.

 

 

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How does the scientific method point towards truth?

Using a minimum of 4 recent scholarly peered reviewed articles less than 5yrs old for DQ 1 and 3 scholarly peer-reviewed articles for DQ 2 must be cited using APA format 750 words for each topic DQ 1 and DQ2   It should be written separately include the HTTP or DOI for all references used please

DQ 1

How does the scientific method point towards truth? What is truth, and how do you know when you have found it? Access and read the GCU Statement on Integration of Faith and Work. How might a person with the Christian worldview recognize when they have found truth?

DQ 2

Contrast deductive and inductive reasoning, and explain how they can each be used to generate a hypothesis.

Do you agree with the results? What evidence is there in the literature to support or disconfirm your personality profile?

J Best Pract Health Prof Divers (Spring, 2017), 10(1), 1–27. ISSN: 2745-2843 © Winston-Salem State University

ORIGINAL RESEARCH

Validity and Reliability of the Myers-Briggs Personality Type Indicator: A Systematic Review and Meta-analysis

Ken Randall,1 PhD, MHR, PT; Mary Isaacson,1 EdD; Carrie Ciro,1 PhD, OTR/L, FAOTA

Author Affiliations: 1Department of Rehabilitation Sciences, University of Oklahoma Health Sciences Center, Tulsa and Oklahoma City, Oklahoma

Corresponding Author: Ken Randall, Department of Rehabilitation Sciences, University of Oklahoma Schusterman Center, 4502 East 41st Street, Room 2H20, Tulsa, OK 74135 (Ken-Randall@ouhsc.edu)

ABSTRACT

The Myers-Briggs Type Indicator is frequently used by health professions and educational programs to address the diversity of personalities that exist. No systematic review of the litera- ture or meta-analysis of its validity and reliability has occurred. This comprehensive literature search identified 221 potential studies, of which seven met our inclusion criteria. Four of the studies examined construct validity, but their varying methods did not permit pooling for meta-analysis. These studies agree that the instrument has reasonable construct validity. The three studies of test-retest reliability did allow a meta-analysis to be performed, albeit with cau- tion due to substantial heterogeneity. Results indicate that the Extravert-Introvert, Sensing- Intuition, and Judging-Perceiving Subscales have satisfactory reliabilities of .75 or higher and that the Thinking-Feeling subscale has a reliability of .61. The majority of studies were con- ducted on college-age students; thus, the evidence to support the tool’s utility applies more to this group, and careful thought should be given when applying it to other individuals.

Keywords n Myers-Briggs Type Indicator n Personality n Reliability n Validity

 

 

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INTRODUCTION

Personality is a commonly used term with a meaning that most of us readily comprehend, and yet it is an elusive concept to fully describe or quantify. Broadly defined, it is the combination of an individual’s cognitive, emotional, attitudinal, and behavioral response patterns (Angler, 2009; McAdams, 2009). It has been studied since antiquity, with Hippocrates being among the first to describe personality by grouping individuals into temperaments that related to particular characteristics or types (Hippocrates 1923). Since then, countless theories and instruments have attempted to explicate and measure differences in personality more fully. Included in these instruments is the Myers-Briggs Type Indicator (MBTI), which is reported to be one of the most widely used instruments in the world for understanding personality differences (Briggs Myers, 1998; Jackson, Parker, & Dipboye, 1996; Lorr, 1991; Saggino & Kline, 1996; Salter, Evans, & Forney, 2006; Tzeng, Outcalt, Boyer, Ware, & Landis, 1984; Zumbo & Taylor, 1993).

The MBTI is used extensively in human resource management and is one of the most commonly used instruments in higher education research and counseling (Hojat, Erdmann, & Gonnella, 2013). Its application in medical education is quite varied and includes studies of how certain preferences affect decision making (Pretz & Folse, 2011) and how knowledge of an individual’s type can enhance communication (Eksteen & Basson, 2015). Moreover, addressing the differences in type and preferences between instructors and students may mini- mize negative outcomes in both academic and clinical settings (Bell et al., 2011). In the au- thors’ experience, we use the MBTI as both an educational and an academic advisement tool. Our occupational therapy and physical therapy students learn about the 16 MBTI types and about how differing preferences can influence interactions with members of the health care team and with patients and their loved ones. We also provide academic advisors and clinical instructors with information about individual student types that includes tips grounded in the MBTI literature on how to enhance their learning, communication, and feedback based on each student’s preference. Although we pay attention to the preferences of all students, we also examine the preferences of learners from diverse backgrounds to determine if any trends exist in personality type. In an ongoing effort to use the best evidence to inform our educational program, we wanted to understand the psychometric properties of the MBTI to determine whether we should continue to use it with our students.

Since its inception in the 1940s, numerous studies have examined various aspects of the MBTI, including many related to validity and reliability. Over the past 35 years, a number of relatively thorough reviews of the literature regarding these features of the MBTI have ap- peared (Carlson, 1985; Carlyn, 1977; Gardner & Martinko, 1996; Murray, 1990; Pittenger, 1993), including a compendium of research by the publishers of the tool itself (Thorne & Gough, 1999). However, none of these reviews was systematic in nature, nor did any apply

 

 

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the guidelines of the Cochrane Collaboration (2016), considered the standard for compre- hensive literature searches (Sampson et al., 2006) and quality appraisal. In 2002, Capraro and Capraro conducted a meta-analytic reliability generalization study of articles investigating a number of the psychometric properties of the MBTI; however, the scope of the study was limited to articles published between 1998 and 2001. To date, we could find no completed systematic review of the literature or in-depth meta-analysis of studies that meet the standards suggested by the Cochrane Collaboration to assess the psychometric properties of the MBTI.

THE MYERS BRIGGS TYPE INDICATOR

The MBTI measures the degree to which an individual prefers to operate from four dichoto- mous type pairs using a series of forced-choice questions that represent behavioral prefer- ences. In accord with Jung’s theory of types, it proposes that everyone has a natural preference for one of the two opposites on each of four scales, emphasizing that one preference is not better than another. According to supporters of the MBTI, this distinguishes it from most psychological assessments, which quantify personality traits, many of which consider one end of the scale to be more positive and the other more negative (Schaubhut, Herk, & Thompson, 2009, p. 4). The MBTI emphasizes the word preference and uses single letters of the alphabet to denote its eight preferences. The definitions for each MBTI preference show a distinct link with Jung’s original definitions:

Extraversion (E) is the tendency to focus on the outer world of people and external events. People who prefer extraversion direct their energy and at- tention outward and receive energy from external events, experiences, and interactions.

Introversion (I) is the preference to focus on the inner world of ideas and ex- periences. Individuals direct their energy and attention inward and receive energy from their internal thoughts, feelings, reflections, and time alone.

Sensing (S) is the preference to take information in through the eyes, ears, and other senses. People who are predominantly sensing are observant of what is going on around them and are especially good at recognizing the practical realities of a situation.

Intuition (N) is the ability to take in information by seeing the big picture, focusing on relationships and connections between facts. People who prefer intuition tend to grasp patterns and are especially adept at seeing new pos- sibilities and different perspectives.

 

 

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Thinking (T) is the preference in decision making to look at the logical con- sequences of a choice or action. People who prefer this type try to mentally remove themselves from a situation to examine it objectively and analyze cause and effect.

Feeling (F) is the use of emotion in decision making, and people with this preference tend to consider what is important to them and to other people. They mentally place themselves in a situation and identify with the people involved so that they can make decisions based on person-centered values.

Judging (J) is the preference to organize life in a planned, orderly way, with a desire to regulate and control it. People who prefer judging make deci- sions, achieve closure, and appreciate an environment that is structured and organized.

Perceiving (P) is the tendency to live in a flexible, spontaneous way, seeking to experience and understand life rather than control it. People who are perceiving prefer to be open to experience and last-minute options. They enjoy and trust their resourcefulness and ability to adapt to the demands of a situation (Briggs-Myers, 1993; Hall & Nordby, 1973).

The MBTI treats each preference equally, so there are no principal functions or sub- ordinate functions as described by Jung. Given four sets of dichotomous preferences that can occur in any combination, the MBTI proposes that there are sixteen different personality types. With the MBTI, four letters represent each type, which indicate the four dominant preference areas. For example, ENFP is Extraversion Intuitive Feeling Perceiving, which has its own set of characteristics, some like and some different from the other fifteen types. Simi- lar to Jung’s work in Psychological Types (1923), the MBTI addresses various combinations of each type, such as introverted-sensing or intuitive-thinking-perceiving. The MBTI allows its user to describe two people with the exact four-letter combination of preferences in generali- ties similar to both, yet accounts for the individual differences produced by variation of the extent (or strength) of each person’s preference. This echoes Jung’s belief that his types can be used to describe groups of people as well as individuals (Jung, 1921/1923).

According to the companion manual to the MBTI, Introduction to Type (Briggs Myers, 1998; Myers, Kirby, & Briggs Meyers, 2015), which was first published in 1970 and is currently in its seventh edition, the goal of the instrument is to foster self-understanding, enhance learning and communication, assist with conflict management, and enhance relationships. It is a tool “with intent not to stereotype, but to allow understanding of individual preferences” (Jessup, 2002, p. 503). Between 1943 and 1975, the MBTI evolved through a number of itera- tions, spanning Forms A through F. In 1975 Consulting Psychologist Press acquired the rights

 

 

Myers-Briggs Personality Type Indicator 5

to sell the MBTI as a proprietary instrument (Pittenger, 1993), and it became readily available for widespread use as Form G (McCaulley, 1990). In 1998, Form G underwent revision and was published as Form M, which can be administered by the publisher, by computer, or by using a self-scorable version. Additionally, two MBTI instruments that explore type more deeply are the Step II (first published as Form K in 1989 and subsequently revised as Form Q in 2001) and Step III (published in 2009). Step II explores differences within the same type, and Step III is administered only by counselors specifically trained in the tool in one-on-one sessions (Myers, McCaulley, Quenk, & Mitchell, 2009). There are currently four distinct forms of the MBTI, each differing in its use and scoring: Form M and Form M self-scorable, Step II Form Q, and Step III. The MBTI has a European version and has been translated into 21 languages, including Chinese, German, Italian, Japanese, Norwegian, and Spanish (Myers & Briggs Foundation, 2016).

Most criticisms of the MBTI relate to the dichotomous nature of the instrument, its translation of continuous scale scores into nominal categories of preference, and whether it reflects the theory on which it is based (Barbuto, 1997; Daisly, 2011; Pittenger, 1993; Zemke, 1992). The forced-choice nature of the MBTI does not allow respondents to select a median or neutral response (Barbuto, 1997); they must choose a response that places them into one preference or the other (either Extraversion or Introversion, Sensing or iNtuition, Thinking or Feeling, Judging or Perceiving). Scoring for the MBTI reflects the most frequently selected side of the four dichotomies, which determines preference, reflected in the four-letter com- bination that expresses overall type. Barbuto (1997) suggests that this nominal aspect of the MBTI results deviates from Jung’s original theory. These observations lead to questions regarding the validity and reliability of the MBTI (Zemke, 1992).

Psychology

Psyc 011 Midterm 1 Dr. Michael A. Erickson 26 January 2022

Instructions

I had hoped that I would be able to make this exam a quiz on Canvas, but with all of the mathematical notation and tables, it ended up being more than I felt confident presenting to the class. I made a lot of progress, though, so hopefully next time!

1. Write your answers on separate pieces of paper along with your work. You will scan these pages and turn them in at the end of the exam.

2. The exam is open book and open notes. You may use a calculator. 3. Because of this, you must show all of your work on paper (or in a

spreadsheet program if you wish), and you must submit a .pdf of your work and answers along with the exam.

4. Your writing must be clear. If your TA cannot read your writing on an item, you will not receive credit.

5. The exam will take place during the normal class time. 6. The exam will be proctored on Zoom. Use the regular class link.

You must remain on Zoom with your camera on until you turn the exam in. You must DM your TA when you are done with the exam before you leave Zoom.

7. People with SDRC accommodation letters indicating the need for extra time will an extended deadline. Direct message Dr. Erickson and your TA to make sure that this is set up properly for you.

Questions

1. Identify the following statements as descriptive or inferential and justify your response.

a. Based on the opinions of my one of my classes, UCR students are evenly split between wanting to do online vs. face-to-face classes

b. The Department of Agriculture anticipated an increase of 8% in orange production this year.

c. On the basis of a sample of 1,000 respondents, it appears that 56% of the population opposes providing aid to foreign nations.

d. Results of a study suggest that women are more empathetic than men.

e. As of the first day of class this quarter, the Department of Psy- chology had 2,112 majors.

 

 

psyc 011 midterm 1 2

f. The average teaching load for faculty in the Department of Psy- chology is 5 1/3 units per quarter.

g. A poll of 800 likely voters predicted Mayor Patricia Lock Daw- son would earn 58% of the votes if she runs for Mayor of River- side again.

2. Explain the difference between statistics and parameters.

3. Which scale of measurement is being described? “8 means simply more than 6; the difference between 8 and 6 may not be same as the difference between 4 and 2”

a. nominal b. ordinal c. interval d. ratio

4. What level of measurement is used when students are asked their major, and the count for each major is displayed?

a. nominal b. ordinal c. ratio d. interval

5. Arrange the following scores into a simple frequency distribution. Construct a histogram. Describe the shape of the distribution. Here are the scores:

21, 18, 19, 21, 21, 19, 18, 18, 22, 21, 19, 19, 19, 18, 22, 21, 18, 20, 24, 18, 19, 19, 16, 20, 17

6. When you compute a mean, how do you know whether you are computing the parameter µ or the statistic X?

7. If a distribution has a mean X = 30 and its median = 25, is it likely to be positively skewed, negatively skewed, or symmetrical?

8. Find the mean, median, and mode for the sample frequency distri- bution.

X f

35 1 34 3 33 2 32 2 31 1 30 3

 

 

psyc 011 midterm 1 3

X f

29 4 27 1 26 2 24 1 23 1

9. Explain the differences between the standard deviation of a popula- tion, the standard deviation of a sample used to estimate a popula- tion standard deviation, and the standard deviation used to describe a sample. Which symbol matches each kind of standard deviation (S, σ, ŝ)?

10. For the following distribution, compute the standard deviation S.

10, 24, 25, 19

11. The following scores were taken from a larger distribution with X = 50, and S = 10. Compute the z score for each score.

67, 50, 40, 42

12. Construct a boxplot for a distribution with the following char- acteristics: mean = 12; median = 17; 25th percentile = 10; 75th percentile = 18; lowest score = 7; highest score = 23. Describe the form of the distribution. What would be the lower and upper boundaries for outliers?

13. Calculate an effect size index (d) and give a verbal description.

X1 = 50 X2 = 65 σ = 30

14. Compute the correlation coefficient r and the coefficient of deter- mination for the following data. Most of the information you need to carry out this computation is included in the tables below.

i Xi Yi

1 23 47 2 29 60 3 31 10 4 36 22 5 47 29

 

 

psyc 011 midterm 1 4

1 These questions are extra credit, so do not worry if you do not wish to answer either or both of them.

i Xi X Xi − X ( Xi − X

)2 1 23 33.2 -10.2 104.04 2 29 33.2 -4.2 17.64 3 31 33.2 -2.2 4.84 4 36 33.2 2.8 7.84 5 47 33.2 13.8 190.44

i Yi Y Yi − Y ( Yi − Y

)2 1 47 33.6 13.4 179.56 2 60 33.6 26.4 696.96 3 10 33.6 -23.6 556.96 4 22 33.6 -11.6 134.56 5 29 33.6 -4.6 21.16

15. Using the information from the previous question, plot a scatter- plot showing each datapoint.

16. Which correlation coefficient r shows the strongest correlation?

a. r = −.63 b. r = .56 c. r = 1.12 d. r = .14

17. Which correlation coefficient r shows the weakest correlation?

a. r = −.78 b. r = .66 c. r = .24 d. r = .38

Extra Credit

1. Using the data from the previous question on correlation, compute a and b for the regression equation Ŷ = a + b X.1

2. Using the information from the previous questions, add the proper regression line to the scatterplot above.

 

  • Instructions
  • Questions