Minnesota Multiphasic Personality Inventory
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|Minnesota Multiphasic Personality Inventory|
The Minnesota Multiphasic Personality Inventory (MMPI) is the most widely used and researched standardized psychometric test of adult personality and psychopathology. Psychologists and other mental health professionals use various versions of the MMPI to develop treatment plans; assist with differential diagnosis; help answer legal questions (forensic psychology); screen job candidates during the personnel selection process; or as part of a therapeutic assessment procedure.
The original MMPI, first published by the University of Minnesota Press in 1943, was replaced by an updated version, the MMPI-2, in 1989. A version for adolescents, the MMPI-A, was published in 1992. An alternative version of the test, the MMPI-2 Restructured Form (MMPI-2-RF), published in 2008, retains some aspects of the traditional MMPI assessment strategy, but adopts a different theoretical approach to personality test development.
- 1 History
- 2 Current scale composition
- 3 Scoring and interpretation
- 4 Translations of the MMPI-2
- 5 See also
- 6 Notes
- 7 External links
The MMPI has been considered the gold standard in personality testing ever since its inception as an adult measure of psychopathology and personality structure in 1939. Many additions and changes to the measure have been made over time, including the addition of dozens of supplemental, validity, and other content scales to improve interpretability of the original Clinical Scales, changes in the number of items in the measure, and other adjustments. The most historically significant developmental changes include:
- In 1989, the MMPI became the MMPI-2 as a result of a major restandardization project that was undertaken to develop an entirely new set of normative data representing current population characteristics; the restandardization produced an extremely large normative database that included a wide range of clinical and non-clinical samples; psychometric characteristics of the Clinical Scales were not addressed at that time 
- In 2003, the Restructured Clinical Scales were added to the published MMPI-2, representing a major psychometric reconstruction of the original Clinical Scales; this project was designed to address known psychometric flaws in the original Clinical Scales that unnecessarily complicated their interpretability and validity, but could not be addressed at the same time as the restandardization process  Specifically, Demoralization - a non-specific distress component thought to impair the discriminant validity of many self-report measures of psychopathology - was identified and removed from the original Clinical Scales. Restructuring the Clinical Scales was the initial step toward addressing the remaining psychometric and theoretical problems of the MMPI-2.
- In 2008, the MMPI-2-RF (Restructured Form) was published after nearly two decades of extensive efforts to psychometrically and theoretically fine tune the measure  The MMPI-2-RF contains 338 items, contains 9 validity and 42 homogeneous substantive scales, and allows for a straightforward interpretation strategy. The MMPI-2-RF was constructed using a similar rationale used to create the Restructured Clinical (RC) Scales. The rest of the measure was developed utilizing statistical analysis techniques that produced the RC Scales as well as a hierarchical set of scales similar to contemporary models of psychopathology to inform the overall measure reorganization. The entire measure reconstruction was accomplished using the original 567 items contained in the MMPI-2 item pool. The MMPI-2 Restandardization norms were used to validate the MMPI-2-RF; over 53,000 correlations based on more than 600 reference criteria are available in the MMPI-2-RF Technical Manual for the purpose of comparing the validity and reliability of MMPI-2-RF scales with those of the MMPI-2  Across multiple studies and as supported in the technical manual, the MMPI-2-RF performs as good or, in many cases, better than the MMPI-2.
The MMPI-2-RF is a streamlined measure. Retaining only 338 of the original 567 items, its hierarchical scale structure provides non-redundant information across 51 scales that are easily interpretable. Validity Scales were retained (revised), two new Validity Scales have been added (Fs in 2008 and RBS in 2011), and there are new scales that capture somatic complaints. All of the MMPI-2-RF's scales demonstrate either increased or equivalent construct and criterion validity compared to their MMPI-2 counterparts
Current versions of the test (MMPI-2 and MMPI-2-RF) can be completed on optical scan forms or administered directly to individuals on the computer. Computer scoring is available and highly recommended over hand-scoring to reduce scoring errors. Computer scoring programs for the MMPI-2 (567 items) and MMPI-2-RF (338 items) are licensed by the University of Minnesota Press to Pearson Assessments and other companies located in different countries. The computer scoring programs provide a range of scoring profile choices. The MMPI-2 can generate a Score Report or an Extended Score Report, which includes the Restructured Clinical Scales from which the Restructured Form was later developed. The MMPI-2 Extended Score Report includes scores on the Original Clinical Scales as well as Content, Supplementary, and other subscales of potential interest to clinicians. The MMPI-2-RF computer scoring offers an option for the administrator to select a specific reference group with which to contrast and compare an individual's obtained scores; comparison groups include clinical, non-clinical, medical, forensic, and pre-employment settings, to name a few. The newest version of the Pearson Q-Local computer scoring program offers the option of converting MMPI-2 data into MMPI-2-RF reports as well as numerous other new features. Use of the MMPI is tightly controlled for ethical and financial reasons. Any clinician using the MMPI is required to meet specific test publisher requirements in terms of training and experience, must pay for all administration materials including the annual computer scoring license and is charged for each report generated by computer.
The original MMPI was developed on a scale-by-scale basis in the late 1930s and early 1940s. Hathaway and McKinley used an empirical [criterion] keying approach, with clinical scales derived by selecting items that were endorsed by patients known to have been diagnosed with certain pathologies. The difference between this approach and other test development strategies used around that time was that it was atheoretical (not based on any particular theory) and thus the initial test was not aligned with the prevailing psychodynamic theories. The atheoretical approach to MMPI development ostensibly enabled the test to capture aspects of human psychopathology that were recognizable and meaningful despite changes in clinical theories. However, the MMPI had flaws of validity that were soon apparent and could not be overlooked indefinitely. The control group for its original testing consisted of a very small number of individuals, mostly young, white, and married people from rural Midwestern geographic areas. The MMPI also faced problems with its terminology not being relevant to the population it was supposed to measure, and it became necessary for the MMPI to measure a more diverse number of potential mental health problems, such as "suicidal tendencies, drug abuse, and treatment-related behaviors."
The first major revision of the MMPI was the MMPI-2, which was standardized on a new national sample of adults in the United States and released in 1989. The new standardization was based on 2,600 individuals from a more representative background than the MMPI. It is appropriate for use with adults 18 and over. Subsequent revisions of certain test elements have been published, and a wide variety of subscales were introduced over many years to help clinicians interpret the results of the original clinical scales. The current MMPI-2 has 567 items, and usually takes between one and two hours to complete depending on reading level. It is designed to require a sixth-grade reading level. There is an infrequently used abbreviated form of the test that consists of the MMPI-2's first 370 items. The shorter version has been mainly used in circumstances that have not allowed the full version to be completed (e.g., illness or time pressure), but the scores available on the shorter version are not as extensive as those available in the 567-item version. The original form of the MMPI-2 is the third most frequently utilized test in the field of psychology, behind the most used IQ and achievement tests.
A version of the test designed for adolescents ages 14 to 18, the MMPI-A, was released in 1992. The youth version was developed to improve measurement of personality, behavior difficulties, and psychopathology among adolescents. It addressed limitations of using the original MMPI among adolescent populations.
Some concerns related to use of the MMPI with youth included inadequate item content, lack of appropriate norms, and problems with extreme reporting. For example, many items were written from an adult perspective and did not cover content critical to adolescence (e.g., peers, school). Likewise, adolescent norms were not published until the 1970s, and there was not consensus on whether adult or adolescent norms should be used when the instrument was administered to youth. Finally, the use of adult norms tended to overpathologize adolescents, who demonstrated elevations on most original MMPI scales (e.g., T scores greater than 70 on the F validity scale; marked elevations on clinical scales 8 and 9). Therefore, an adolescent version was developed and tested during the restandardization process of the MMPI, which resulted in the MMPI-A.
The MMPI-A has 478 items. It includes the original 10 clinical scales (Hs, D, Hy, Pd, Mf, Pa, Pt, Sc, Ma, Si), six validity scales (?, L, F, F1, F2, K, VRIN, TRIN), 31 Harris Lingoes subscales, 15 content component scales, the Personality Psychopathology Five (PSY-5) scales (AGGR, PSYC, DISC, NEGE, INTR), three social introversion subscales (Shyness/Self-Consciousness, Social Avoidance, Alienation), and six supplementary scales (A, R, MAC-R, ACK, PRO, IMM). There is also a short form of 350 items, which covers the basic scales (validity and clinical scales). The validity, clinical, content, and supplementary scales of the MMPI-A have demonstrated adequate to strong test-retest reliability, internal consistency, and validity.
The MMPI-A normative and clinical samples included 805 males and 815 females, ages 14 to 18, recruited from eight schools across the United States and 420 males and 293 females ages 14 to 18 recruited from treatment facilities in Minneapolis, Minnesota, respectively. Norms were prepared by standardizing raw scores using a uniform t-score transformation, which was developed by Auke Tellegen and adopted for the MMPI-2. This technique preserves the positive skew of scores but also allows percentile comparison.
Strengths of the MMPI-A include the use of adolescent norms, appropriate and relevant item content, inclusion of a shortened version, a clear and comprehensive manual, and strong evidence of validity.
Critiques of the MMPI-A include a non-representative clinical norms sample, overlap in what the clinical scales measure, irrelevance of the mf scale, as well as long length and high reading level of the instrument.
The MMPI-A is one of the most commonly used instruments among adolescent populations.
A new and psychometrically improved version of the MMPI-2 has been developed employing rigorous statistical methods that were used to develop the RC Scales in 2003 and used in 2008. The new MMPI-2 Restructured Form (MMPI-2-RF) has been released by Pearson Assessments. The MMPI-2-RF produces scores on a theoretically grounded, hierarchically structured set of scales, including the RC Scales. The modern methods used to develop the MMPI-2-RF were not available at the time the MMPI was originally developed. The MMPI-2-RF builds on the foundation of the RC Scales, which are theoretically more stable and homogenous than the older clinical scales on which they are roughly based. Publications on the MMPI-2-RC Scales include book chapters, multiple published articles in peer-reviewed journals, and address the use of the scales in a wide range of settings. The MMPI-2-RF scales rest on an assumption that psychopathology is a homogeneous condition that is additive.
Current scale composition
Scale 1 (AKA the Hypochondriasis Scale) : Measures a person's perception and preoccupation with their health and health issues., Scale 2 (AKA the Depression Scale) : Measures a person's depressive symptoms level., Scale 3 (AKA the Hysteria Scale) : Measures the emotionality of a person., Scale 4 (AKA the Psychopathic Deviate Scale) : Measures a person's need for control or their rebellion against control., Scale 5 (AKA the Femininity/Masculinity Scale) : Measures a stereotype of a person and how they compare. For men it would be the Marlboro man, for women it would be June Cleaver or Donna Reed., Scale 6 (AKA the Paranoia Scale) : Measures a person's inability to trust., Scale 7 (AKA the Psychasthenia Scale) : Measures a person's anxiety levels and tendencies., Scale 8 (AKA the Schizophrenia Scale) : Measures a person's unusual/odd cognitive, perceptual, and emotional experiences, Scale 9 (AKA the Mania Scale) : Measures a person's energy., Scale 0 (AKA the Social Introversion Scale) : Measures whether people enjoy and are comfortable being around other people.
The original clinical scales were designed to measure common diagnoses of the era.
|Number||Abbreviation||Description||What is measured||No. of items|
|1||Hs||Hypochondriasis||Concern with bodily symptoms||32|
|3||Hy||Hysteria||Awareness of problems and vulnerabilities||60|
|4||Pd||Psychopathic Deviate||Conflict, struggle, anger, respect for society's rules||50|
|5||MF||Masculinity/Femininity||Stereotypical masculine or feminine interests/behaviors||56|
|6||Pa||Paranoia||Level of trust, suspiciousness, sensitivity||40|
|7||Pt||Psychasthenia||Worry, Anxiety, tension, doubts, obsessiveness||48|
|8||Sc||Schizophrenia||Odd thinking and social alienation||78|
|9||Ma||Hypomania||Level of excitability||46|
|0||Si||Social Introversion||People orientation||69|
Codetypes are a combination of the one, two or three (and according to a few authors even four), highest-scoring clinical scales (ex. 4, 8, 2, = 482). Codetypes are interpreted as a single, wider ranged elevation, rather than interpreting each scale individually.
Restructured Clinical (RC) Scales
The Restructured Clinical Scales were designed to be psychometrically improved versions of the original Clinical Scales, which were known to contain a high level of interscale correlation, overlapping items, and were confounded by the presence of an overarching factor that has since been extracted and placed in a separate scale (demoralization). The RC scales measure the core constructs of the original clinical scales. Critics of the RC scales assert they have deviated too far from the original clinical scales, the implication being that previous research done on the clinical scales will not be relevant to the interpretation of the RC scales. However, researchers on the RC scales assert that the RC scales predict pathology in their designated areas better than their concordant original clinical scales while using significantly fewer items and maintaining equal to higher internal consistency, reliability and validity; further, unlike the original clinical scales, the RC scales are not saturated with the primary factor (demoralization, now captured in RCdem) which frequently produced diffuse elevations and made interpretation of results difficult; finally, the RC scales have lower interscale correlations and, in contrast to the original clinical scales, contain no interscale item overlap. The effects of removal of the common variance spread across the older clinical scales due to a general factor common to psychopathology, through use of sophisticated psychometric methods, was described as a paradigm shift in personality assessment. Critics of the new scales argue that the removal of this common variance makes the RC scales less ecologically valid (less like real life) because real patients tend to present complex patterns of symptoms. However, this issue is addressed by being able to view elevations on other RC scales that are less saturated with the general factor and, therefore, are also more transparent and much easier to interpret.
|Scale||Abbreviation||Description||What is measured|
|RCd||dem||Demoralization||A general measure of distress that is linked with anxiety, depression, helplessness, hopelessness, low self-esteem, and a sense of inefficacy.|
|RC1||som||Somatic Complaints||Measures an individual’s tendency to medically unexplainable physical symptoms.|
|RC2||lpe||Low Positive Emotions||Measures features of anhedonia - a common feature of depression.|
|RC3||cyn||Cynicism||Measures a negative or overly-critical worldview that is associated with an increased likelihood of impaired interpersonal relationships, hostility, anger, low trust, and workplace misconduct.|
|RC4||asb||Antisocial Behavior||Measures the acting out and social deviance features of antisocial personality such as rule breaking, irresponsibility, failure to conform to social norms, deceit, and impulsivity that often manifests in aggression and substance abuse.|
|RC6||per||Ideas of Persecution||Measures a tendency to develop paranoid delusions, persecutory beliefs, interpersonal suspiciousness and alienation, and mistrust.|
|RC7||dne||Dysfunctional Negative Emotions||Measures a tendency to worry/be fearful, be anxious, feel victimized and resentful, and appraise situations generally in ways that foster negative emotions.|
|RC8||abx||Aberrant Experiences||Measures risk for psychosis, unusual thinking and perception, and risk for non-persecutory symptoms of thought disorders.|
|RC9||hpm||Hypomanic Activation||Measures features of mania such as aggression and excitability.|
The validity scales in all versions of the MMPI-2 (MMPI-2 and RF) contain three basic types of validity measures: those that were designed to detect non-responding or inconsistent responding (CNS, VRIN, TRIN), those designed to detect when clients are over reporting or exaggerating the prevalence or severity of psychological symptoms (F, Fb, Fp, FBS), and those designed to detect when test-takers are under-reporting or downplaying psychological symptoms (L, K, S). A new addition to the validity scales for the MMPI-2-RF includes an over reporting scale of somatic symptoms (Fs) as well as revised versions of the validity scales of the MMPI-2 (VRIN-r, TRIN-r, F-r, Fp-r, FBS-r, L-r, and K-r). The MMPI-2-RF does not include the S or Fb scales, and the F-r scale now covers the entirety of the test.
|Abbreviation||New in version||Description||Assesses|
|CNS||1||"Cannot Say"||Questions not answered|
|L||1||Lie||Client "faking good"|
|F||1||Infrequency||Client "faking bad" (in first half of test)|
|Fb||2||F Back||Client "faking bad" (in last half of test)|
|VRIN||2||Variable Response Inconsistency||Answering similar/opposite question pairs inconsistently|
|TRIN||2||True Response Inconsistency||Answering questions all true/all false|
|F-K||2||F minus K||Honesty of test responses/not faking good or bad|
|S||2||Superlative Self-Presentation||Improving upon K scale, "appearing excessively good"|
|Fp||2||F-Psychopathology||Frequency of presentation in clinical setting|
|Fs||2-RF||Infrequent Somatic Response||Overreporting of somatic symptoms|
To supplement these multidimensional scales and to assist in interpreting the frequently seen diffuse elevations due to the general factor (removed in the RC scales) were also developed, with the more frequently used being the substance abuse scales (MAC-R, APS, AAS), designed to assess the extent to which a client admits to or is prone to abusing substances, and the A (anxiety) and R (repression) scales, developed by Welsh after conducting a factor analysis of the original MMPI item pool.
Dozens of content scales currently exist, the following are some samples:
|Es||Ego Strength Scale|
|OH||Over-Controlled Hostility Scale|
|MAC||MacAndrews Alcoholism Scale|
|MAC-R||MacAndrews Alcoholism Scale Revised|
|APS||Addictions Potential Scale|
|AAS||Addictions Acknowledgement Scale|
|SOD||Social Discomfort Scale|
|TPA||Type A Scale|
|MDS||Marital Distress Scale|
PSY-5 (Personality Psychopathology Five) Scales
The PSY-5 is set of scales measuring dimensional traits of personality disorders, originally developed from factor analysis of the personality disorder content of the Diagnostic and Statistical Manual of Mental Disorders. Originally, these scales were titled: Aggressiveness, Psychoticism, Constraint, Negative Emotionality/Neuroticism, and Positive Emotionality/Extraversion; however, in the most current edition of the MMPI-2 and MMPI-2-RF, the Constraint and Positive Emotionality scales have been reversed and renamed as Disconstraint and Introversion / Low Positive Emotionality.
Across several large samples including clinical, college, and normative populations, the MMPI-2 PSY-5 scales showed moderate internal consistency and intercorrelations comparable with the domain scales on the NEO-PI-R Big Five personality measure. Also, scores on the MMPI-2 PSY-5 Scales appear to be similar across genders, and the structure of the PSY-5 has been reproduced in a Dutch psychiatric sample.
|Aggressiveness||Measures an individual's tendency towards overt and instrumental aggression that typically includes a sense of grandiosity and a desire for power.|
|Psychoticism||Measures the accuracy of an individual's inner representation of objective reality, often associated with perceptual aberration and magical ideation.|
|Constraint (Disconstraint)||Measures an individual's level of control over their own impulses, physical risk aversion, and traditionalism.|
|Negative Emotionality / Neuroticism||Measures and individual's tendency to experience negative emotions, particularly anxiety and worry.|
| Positive Emotionality/Extraversion
(Introversion/Low Positive Emotionality)
|Measures an individual's tendency to experience positive emotions and have enjoyment from social experiences.|
Scoring and interpretation
Like many standardized tests, scores on the various scales of the MMPI-2 and the MMPI-2-RF are not representative of either percentile rank or how "well" or "poorly" someone has done on the test. Rather, analysis looks at relative elevation of factors compared to the various norm groups studied. Raw scores on the scales are transformed into a standardized metric known as T-scores (Mean or Average equals 50, Standard Deviation equals 10), making interpretation easier for clinicians. Test manufacturers and publishers ask test purchasers to prove they are qualified to purchase the MMPI/MMPI-2/MMPI-2-RF and other tests.
Recent advancements in the MMPI-2
Addition of the Lees-Haley FBS (Symptom Validity)
Psychologist Paul Lees-Haley developed the FBS (Fake Bad Scale). Although the FBS acronym remains in use, the official name for the scale changed to Symptom Validity Scale when it was incorporated into the standard scoring reports produced by Pearson, the licensed publisher. Some psychologists question the validity and utility of the FBS scale. The peer-reviewed journal, Psychological Injury and Law, published a series of pro and con articles in 2008, 2009, and 2010. Investigations of the factor structure of the Symptom Validity Scale (FBS and FBS-r) raise doubts about the scale's construct and predictive validity in the detection of malingering.Gass, Carlton S.; Odland, Anthony P. (2014). "MMPI-2 Symptom Validity (FBS) Scale: Psychometric characteristics and limitations in a Veterans Affairs neuropsychological setting.)". Applied Neuropsychology: Adult 21 (2): 1–8. doi:10.1080/09084282.2012.715608. The item content of the FBS and FBS-r scales is based on Lees-Haley's description of a bona fide litigation stress reaction, described three years prior to his release of the FBS.
One of the biggest criticisms of the test is the difference between whites and non-whites. Non-whites tend to score five points higher on the test. Charles McCreary and Eligio Padilla from the University of California, Los Angeles state, "There is continuing controversy about the appropriateness of the MMPI when decisions involve persons from non-white racial and ethnic backgrounds. In general, studies of such divergent populations as prison inmates, medical patients, psychiatric patients, and high school and college students have found that blacks usually score higher than whites on the L, F, Sc, and Ma scales. There is near agreement that the notion of more psychopathology in racial ethnic minority groups is simplistic and untenable. Nevertheless, three divergent explanations of racial differences on the MMPI have been suggested. Black-white MMPI differences reflect variations in values, conceptions, and expectations that result from growing up in different cultures. Another point of view maintains that differences on the MMPI between blacks and whites are not a reflections of racial differences, but rather a reflection of overriding socioeconomic variations between racial groups. Thirdly, MMPI scales may reflect socioeconomic factors, while other scales are primarily race-related." 
Translations of the MMPI-2
The MMPI-2 has been extensively translated and is currently available in 22 different languages (University of Minnesota Press) and several of these translations have been developed with Asian populations. This section provides only a brief overview of some translated versions.
MMPI-2 in Chinese
The Chinese MMPI-2 was developed by Cheung, Song, and Zhang for Hong Kong and adapted for use in the mainland. The Chinese MMPI was used as a base instrument from which some items, that were the same in the MMPI-2, were retained. New items on the Chinese MMPI-2 underwent translation from English to Chinese and then back translation from Chinese to English to establish uniformity of the items and their content. The psychometrics are robust with the Chinese MMPI-2 having high reliability (a measure of whether the results of the scale are consistent). Reliability coefficients were found to be over 0.8 for the test in Hong Kong and were between 0.58 to 0.91 across scales for the mainland. In addition, the correlation of the Chinese MMPI-2 and the English MMPI-2 was found to average 0.64 for the clinical scales and 0.68 for the content scales indicating that the Chinese MMPI-2 is an effective tool of personality assessment.
MMPI-2 in Korean
The Korean MMPI-2 was developed by Han who conducted several translation and validation studies in order to establish the Korean MMPI-2. All 567 items were translated and back-translated for the development of this measure. The median test-retest correlations were found to be higher for the female sample across both American and Korean samples: 0.75 for Korean males and 0.78 for American males, whereas it was 0.85 for Korean females and 0.81 for American females. The test retest coefficients were comparable to those found in the English MMPI-2. The validity of the Korean MMPI-2 was also assessed against spousal and peer ratings and it was found that the clinical scales on the Korean MMPI-2 performed as well as on the English MMPI-2.
MMPI-2 in Hmong
The MMPI-2 was also translated into the Hmong language by Deinard, Butcher, Thao, Vang and Hang. The items for the Hmong language MMPI-2 were obtained by translation and back-translation from the English version. After linguistic evaluation to ensure that the Hmong language MMPI-2 was equivalent to the English MMPI-2, studies to assess whether the scales meant and measured the same concepts across the different languages. It was found that the findings from both the Hmong-language and English MMPI-2 were equivalent, indicating that the results obtained for a person tested with either version were very similar.
- 16PF Questionnaire
- Diagnostic classification and rating scales used in psychiatry
- Employment testing#Personality tests
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- Neuroticism Extraversion Openness Personality Inventory (NEO-PI)
- Therapeutic assessment
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- MMPI-2, Pearson Website
- Minnesota Multiphasic Personality Inventory (MMPI): An Introduction
- MMPI-A (Minnesota Multiphasic Personality Inventory-Adolescent)
- MMPI Research Project