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Behavioral Inhibition and Behavioral Activation System (BIS/BAS) Scales

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The Behavioral Inhibition and Activation Systems (BIS-BAS) Scales is a self-report questionnaire that was developed by Charles Carver and Teri White to primarily assess leveled dispositions for anxiety, depression, and manic behavior in adults.[1] For manic behavior specifically, the assessment has shown substantial utility in predicting episodic occurrences for patients with bipolar disorder [2][3][4] or substance use disorder.[5] This assessment tool is theoretically grounded in Gray's reinforcement sensitivity theory, biopsychological personality theory, and also Richard Deque’s BAS dysregulation theory,[6][7] which stipulates that bipolar disorder symptomatology is a result of unstable levels of BAS activity. Although the first iterations of the assessment were designed for adults, adaptations of the BIS-BAS assessment have been written for children as well. While slightly newer versions of Carver and White’s assessment have been developed, most of these BIS-BAS questionnaires are slightly shorter versions of Carver and White’s original assessment.

Schematic representation of the BIS/BAS Four Factor model developed by Carver and White (1994)
A graphic of the hippocampus. The BIS is primarily made up from the septo-hippocampal region, but the BAS is chiefly made up from of several dopaminergic pathways throughout the nervous system.

Psychometrics edit

The BIS/BAS Scales have had ample use in studies across many global populations, adolescent samples, clinical samples, and collegial samples. Additionally, the assessment has been used in various types of research studies, such as longitudinal, developmental, epidemiological, cross-sectional, and treatment studies. While the reliability of the four-factor structure of the BIS/BAS Scales has been deemed controversial by some researchers,[8] revised models have increased the scales’ factor consistency and strengthened invariance across age and sex.[9]

Reliability edit

Evaluation for norms and reliability for the BIS/BAS Scales
Criterion Rating (adequate, good, very good, excellent, too good*) Explanation with references
Norms Good Numerous studies have used both clinical and non-clinical samples.[1][10]
Internal consistency Good All four original factors usually yield an average alpha of 0.72,[11] but other factor models vary in this regard.[10]
Interrater reliability Not applicable Originally designed as a self-report measure; invariance is typically exhibited between parent- and child-report versions.[12]
Test-retest reliability Good; sometimes adequate r = .66 (BIS), .66 (Drive), .59 (Reward Responsiveness), .69 (Fun Seeking) over the course of 8 weeks;[1] great stability in epidemiological studies[13]
Repeatability Not published No studies have formally assessed repeatability.

Validity edit

Evaluation for validity and utility for the BIS/BAS Scales
Criterion Rating (adequate, good, very good excellent, too good*) Explanation with references
Content validity Excellent Screens DSM diagnostic symptoms for several mood and behavioral pathologies[13]
Contruct validity Excellent Convergent validity seen in large-community and longitudinal samples predicting mood pathology;[14] Different factor structures vary in construct validity[10]
Discriminative validity Excellent Research consistently shows that BIS/BAS scores distinctively measure dispositional anxiety, depression, and mania;[1] Discriminates between instances of unipolar and bipolar disorder[3]
Validity generalization Very good Functions as a self-report and parent/caregiver report; used among college students,[15] young child samples,[16] elderly samples,[17] offender samples,[18] outpatient samples,[19] and inpatient samples;[20] many translations are available and present good reliability
Treatment sensitivity Not applicable Treatment effects have not been researched and are beyond the theoretical and structure model of the BIS/BAS scales.
Clinical utility Not applicable Public domain, but psychometrics are not designed for definitively assessing psychopathology or comorbidity.

Development and history edit

 
Mice were first used in testing Gray's BIS/BAS theory on animals.

Originally, conception a dual behavioral system was first proposed by experimental psychologist Jeffrey Gray,[21] whose studies on the functional anatomy of the septohippocampal region of the brain suggested that avoidance (BIS) and approach (BAS) behaviors are facilitated by two dichotomous neurological systems. The BIS, Gray asserted, is responsible for the facilitating the intensity of anxiety in response to stimuli harboring non-reward, novelty, and punishment. Inhibitory, negative affect is thus the output of the BIS, which hinders an individual from participating in activities that are associated with stress, pain, and punishment.[22] On the other side, the BAS is largely comprised of the dopaminergic and catecholaminergic pathways of the brain, and it is responsible for behavior concerning non-punishing, rewarding, and arousing stimuli. Given that it facilitates responses to more rewarding stimuli, the BAS is principally associated with positive emotions.[23] As such, this distinct neurological array between negative and positive affect implies that levels of BIS and BAS sensitivity vary across the human population.

The initial disadvantage of Gray’s theory was that his experimental trials were only conducted on mice, but later researchers endeavored to validate the BIS/BAS theory on humans via assessment testing. Among the first attempts to develop an assessment was conducted by Wilson, Gray, and Barrett,[24] which consisted of a six-factor structure for behaviors associated with BIS, BAS, and the fight-flight system. However, the assessment demonstrated poor construct validity after factor analyses,[24] rendering the assessment an insufficient tool. Another assessment, developed by MacAndrew and Steele,[25] was designed to only evaluate BIS sensitivity, which immediately had no use in measuring BAS sensitivity and did not measure dispositional anxiety. Seeing that previous BIS/BAS assessment tools were inadequate in observing Gray’s theory in humans, Carver and White embarked on forming a questionnaire that would concisely measure BIS and BAS sensitivity.

In their principal paper, Carver and White, in 1994, conducted 4 studies that tested their BIS/BAS scales for several types of validity and predictive success. Study 1 established the subscales, factors, and items for the assessment. Desiring a succinct measure of behavioral traits, Carver and White settled on four scales, which gave a simplified categorization for behaviors related to punishment and reward. In study 2, the BIS/BAS scale was compared to other assessment tools (i.e., MMPI Hypomania scale, CPI Socialization scale, MAS) for convergent and discriminant validity. Studies 3 and 4 tested the BIS and BAS scales respectively in laboratory settings; individual differences in BIS and BAS sensitivity among the participants were successfully found. Finally, Carver and White concluded that their four-factor model was empirically supported based on their cumulative findings.

Since the BIS/BAS scales’ development, adaptations have been used to assess specific populations (including children, adults, and parent assessment). Researchers have also revised the original factor model of Carver and White’s scales to reduce the effects of acquiescence bias,[8] and additional studies have shown that having a unidimensional, one-factor construct for the BIS and BAS scales accounts for a higher amount of variance.[26] Still, the theoretical basis underlying the BIS/BAS scales remains unchanged.

Impact edit

Applications to Bipolar Disorder and Other Psychopathologies edit

 
Research collectively indicates that Mania positively correlates with high BAS sensitivity, and BIS positively correlates with depression/anxiety; measuring a bipolar disorder patient's BIS/BAS sensitivities can help in predicting the onset of manic episodes.

The BIS/BAS scales quickly found utility in measuring the symptomatology of patients with bipolar disorder,[27][13] particularly in longitudinally predicting bipolar episodes.[28] In addition, examining adolescents with mood disorders has revealed that the relationship between temperament and BIS/BAS sensitivities to be a complementary dynamic.[29] But while some developmental studies with adolescent children have incorporated the BIS/BAS scales in their analyses,[30][31][16] there is currently limited research on BIS/BAS sensitivity effects on brain development and biological sex.[32] Research has jointly assessed bipolar disorder with the BIS/BAS scales and the General Behavior Inventory (GBI),[33] but future studies should consider revalidating the factor structure of Carver and White’s BIS/BAS scales with other modern assessment instruments. Overall, investigations of bipolar disorder psychopathology have experienced modest advancement through the use of the BIS/BAS scales and theory; further research, however, should focus on sex differences in BIS and BAS sensitivity.

Without much surprise, depression and anxiety pathologies have been amply associated with higher BIS activity and lower BAS activity.[34] Difficulty in emotional regulation is significantly connected to BIS sensitivity, whilst people with higher BAS sensitivity tend to express better regulation of negative emotion.[17] Consistently, studies have found BIS/BAS activity to accurately measure depressive and anxiety behaviors.

Substance use disorder has also been studied with the BIS/BAS scales.[5] Most notably, alcohol, methamphetamine, and marijuana usage are all related to BIS/BAS sensitivities.[35][36] BIS activity has, unexpectedly, shown to be negatively correlated with drug use,[37] and BAS activity has exhibited a positive correlation with drug use.[38] As such, research into substance use pathology has benefited from the BIS/BAS scales.

The BIS/BAS Scales have been widely used in research. Here is a fairly specific search in PubMed. Note that there are probably additional relevant papers in other databases that concentrate on psychology research or social sciences, as PubMed only indexes a subset of more clinically oriented psychology journals. The original paper describing the development and initial validation of the scale has accrued a gargantuan number of citations in the psychological literature, with current statistics available here.

Relations to Behavioral Personality Traits edit

Not only have the BIS/BAS scales proven to be useful in measuring relative dispositions for arousal and anxiety, but these scales have also demonstrated to be significantly correlated with specific traits from the Big Five Factor Model. Trait Neuroticism has been shown to be positively correlated with higher levels of BIS activity[39] Additionally, research indicated Extroversion to be positively correlated with all levels of BAS activity. Stability and Plasticity, two higher-order factors of the Big Five, have been shown to be related the BIS and BAS respectively.[40]

Another personality model, the General Factor of Personality (GFP), has been shown to correlate strongly with Carver and White's BIS/BAS scales, implying that the BIS/BAS scales might serve as a "neurobiological basis"[41] for the GFP. Particularly, positive loadings from the GFP related significantly to BAS; and negative loadings from the GFP related significantly to BIS.

Broadly, the BIS/BAS scales exhibit great utility in predicting certain behavioral personality traits that are not necessarily pathological.

Versions edit

 
Currently, a parent- and child-version of the BIS/BAS self-report questionnaire are available.

The two things that chiefly differentiate versions of the BIS/BAS scales are the number of items selected from Carver and White’s assessment and the language used to address to the recipient of the assessment. For example, some versions have only 20 of the 24 original items, which is due to 4 of the original items acting as mere filler questions. As for the difference between parent and child versions, the subject nouns and pronouns of each item are the only changed to reflect a parent’s assessment of their child’s BIS/BAS scales; the child version, however, is akin to the original self-report version.

Below is a collection of useful citations that refer to different versions of the BIS/BAS scales:

The Original Self-Report, full length (English): edit

Carver, Charles S. & White, Teri L. (1994). Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS scales. Journal of Personality and Social Psychology, 67(2), 319 – 333.

Parent-Report Scales for Children: edit

Vervoort, L., De Caluwé, E., Vandeweghe, L., De Decker, A., Wante, L., Van Beveren, M. L., Goossens, L., Verbeken, S., Sioen, I., Michels, N., & Braet, C. (2019). Parent-Reported BIS/BAS Scales for Children: Factor Structure and Measurement Invariance Across Age and Gender. Assessment, 26(7), 1282-1295. https://doi.org/10.1177/1073191117739017

Child Self-Report Scales: edit

Decker, Annelies, Verbeken, Sandra, Sioen, Isabelle, & Michels, Nathalie. (2017). BIS/BAS scale in primary school children: Parent-child agreement and longitudinal stability. Behaviour Change, 34(2), 1 – 19. DOI:10.1017/bec.2017.8

Use in Other Populations and Translations edit

 
Many translations have allowed the BIS/BAS Scales to be amply used in a wide variety of global populations!

The BIS-BAS assessment has been used in a variety of global populations, and several translations are freely available. To access available translations, please refer to the External Links section. The following list is a collection of citations for referring to different global populations (unless indicated otherwise, each version is a self-report measure):

The Chinese version: edit

Li, Y., Zhang, Y., Jiang, Y., Li, H., Mi, S., Yi, G., et al. (2008). Reliability and validity of the Chinese version of the behavioral inhibition system/behavioral activation system scales (in Chinese). Chin. Ment. Health J. 22, 613–616.

The Croatian version: edit

Krizanic, V., Greblo, Z., & Knezovic, Z. (2015). Mjere osjetljivosti bihevioralnoga inhibicijskog i aktivacijskoga sustava kao prediktori dimenzija petofaktorskoga modela licnosti. Psychological Topics, 24(2), 305-324. Retrieved from http://libproxy.lib.unc.edu/login?url=https://www.proquest.com/scholarly-journals/mjere-osjetljivosti-bihevioralnoga-inhibicijskog/docview/1700276005/se-2

The Czech version (Children): edit

Kubikova, Katerina, Lukavska, Katerina, Skaloudova, Alena, Pavelkova, Isabella, & Svobodova, Sandra. (2018). Measuring behavioral inhibition and behavioral activation in children – Validation of Czech BIS/BAS scale. Polskie Forum Psychologiczne, 23(3), 628 – 641. DOI: 10.14656/PFP20180310

The Dutch version: edit

Franken, I. H. A., Muris, P., & Rassin, E. (2005). Psychometric properties of the Dutch BIS/BAS scales. Journal of Psychopathology and Behavioral Assessment, 27, 25–30.

The French version: edit

Caci, H., Deschaux, O., & Baylé, F. J. (2007). Psychometric properties of the French versions of the BIS/BAS scales and the SPSRQ. Personality and Individual Differences, 42, 987-998.

The German version: edit

Strobel, Alexander & Beauducel, André & Debener, Stefan & Brocke, Burkhard. (2001). Eine deutschsprachige Version des BIS/BAS-Fragebogens von Carver und White [A German-language version of Carver and White's BIS/BAS scales]. Zeitschrift für Differentielle und Diagnostische Psychologie, 22. doi:10.1024//0170-1789.22.3.216.

The Italian version: edit

Balconi, Michela, Angioletti, Laura, De Filippis, Daniela, & Bossola, Maurizio. (2019). Association between fatigue, motivational measures (BIS/BAS) and semi-structured psychosocial interview in hemodialytic treatment. BMC Psychology, 7(49), 1 – 11. https://doi.org/10.1186/s40359-019-0321-0

The Japanese version: edit

Takahashi, Yusuke, Yamagata, Shinji, Kijima, Nobuhiko, Shigemasu, Kazuo, Ono, Yutaka, & Ando, Juko. (2007). Gray’s temperament model: Development of Japanese version of BIS/BAS scales and a behavior genetic investigation using the twin method. The Japanese Journal of Personality, 15(3), 276 – 289. https://doi.org/10.2132/personality.15.276

The Korean version: edit

Kim, K.H., & Kim, W.S. (2001). Korean-BIS/BAS scale. The Korean Journal of Health Psychology, 6, 19 – 37.

The Polish version: edit

Müller, Jörg M., & Wytykowska, Agata M. (2005). Psychometric properties and validation of a Polish adaptation of Carver and White’s BIS/BAS scales. Personality and Individual Differences, 39, 795 – 805. doi:10.1016/j.paid.2005.03.006

The Portuguese version: edit

Moreira, Diana, Almeida, Fernando, Pinto, Marta, Segarra, Pilar, & Barbosa, Fernando. (2015). Data concerning the psychometric properties of the behavioral inhibition/behavioral activation scales for the Portuguese population. Psychological Assessment, 27(3), 1117 – 1122. http://dx.doi.org/10.1037/pas0000108

The Spanish version: edit

Segarra, Pilar, Poy, Rosario, López, Raúl, & Moltó, Javier. (2014). Characterising Carver and White’s BIS/BAS subscales using the Five Factor model of personality. Personality and Individual Differences, 61 – 62, 18 – 23. http://dx.doi.org/10.1016/j.paid.2013.12.027

The Romanian version: edit

Sava, Florin A., & Sperneac, Ana-Maria. (2006). Sensitivity to reward and sensitivity to punishment rating scales: A validation study on the Romanian population. Personality and Individual Differences, 41, 1445 – 1456. doi:10.1016/j.paid.2006.04.024

The Russian version: edit

Knyazev, G. G., Slobodskaya, H. R., & Wilson, G. D. (2004). Comparison of the construct validity of the Gray–Wilson personality questionnaire and the BIS/BAS scales. Personality and Individual Differences, 37, 1565–1582.

The Turkish version: edit

Şişman, Simge. (2012). Turkish adaptation of behavioral inhibtion system / behavioral activation system scales (BIS/BAS Scales): Validity and reliability studies. Psikoloji Çalışmaları Dergisi, 32(2), 1 – 22.

Scoring instructions and syntax edit

Hand scoring and general instructions edit

As a self-report assessment, the original BIS-BAS questionnaire designed by psychologists Carver and White contains 24 questions that evaluate a person’s BIS-BAS activities via subscales or factors, which consist of BAS Drive, BAS Fun Seeking, BAS Reward Responsiveness, and BIS. Questions are rated on an interval scale from 1 to 4, where 1 corresponds to “very true for me,” 2 to “somewhat true for me,” 3 to “somewhat false for me,” and 4 to “very false for me.” Following completion of the questionnaire, a person’s scoring for each factor is given from the magnitude of their responses to questions directly corresponding to each factor. A higher level of BAS activity is defined by more erratic, risk-taking behavior and positive emotion, whereas higher levels of BIS activity is an indicator of a more risk-averse behavior and negative emotion.

First, Carver and White structured the assessment in such a way that all items except items 2 and 22 are reverse scored.

The BIS Scale is assessed from the sum of the items:

2*, 8, 13, 16, 19, 22*, 24

The BAS Drive Scale is assessed from the sum of the items:

3, 9, 12, 21

The BAS Fun Seeking Scale is assessed from the sum of the items:

5, 10, 15, 20

The BAS Reward Responsiveness Scale is assessed from the sum of the items:

4, 7, 14, 18, 23

Finally, items 1, 6, 11, and 17 are fillers.

One might wonder why the BIS/BAS Scales contain four factors, especially given that BIS activity is only measured via a single factor. However, Carver and White asserted that this structure was not developed via preference, but rather through empirical findings during their initial studies using the BIS/BAS Scales.

R/SPSS/SAS syntax edit

Click here for R code
            #Scoring Carver and White's BIS/BAS Scales with R
            #Assume that one has a dataset of responses
            ds <- #Type data set here
            #Questions are measured on an interval scale, and all items, save questions 2 and 22, are REVERSED SCORED.
            #Also note that questions 1, 6, 11, and 17 are fillers.
            #Give another name to the reversed columns for convenience
            revcols <- c("q3", "q4", "q5", "q7", "q8", "q9", "q10", "q12", "q13", 
            "q14", "q15", "q16", "q18", "q19", "q20", "q21")
            #Now, reverse score these questions by subtracting their values from the maximum possible score (4) plus 1.
            ds[ , revcols] = 5 - ds[ , revcols]
            #After running the above code, the columns and reverse-scored values should be appropriately adjusted.
Click here for SPSS code
            DATASET ACTIVATE DataSet [This would be a matrix of collected scores]
            COMPUTE q3 = 5 - q3
            COMPUTE q4 = 5 - q4
            COMPUTE q5 = 5 - q5
            COMPUTE q7 = 5 - q7
            COMPUTE q8 = 5 - q8
            COMPUTE q9 = 5 - q9
            COMPUTE q10 = 5 - q10
            COMPUTE q12 = 5 - q12
            COMPUTE q13 = 5 - q13
            COMPUTE q14 = 5 - q14
            COMPUTE q15 = 5 - q15
            COMPUTE q16 = 5 - q16
            COMPUTE q18 = 5 - q18
            COMPUTE q19 = 5 - q19
            COMPUTE q20 = 5 - q20
            COMPUTE q21 = 5 - q21
            EXECUTE.
Click here for SAS code

SAS code goes here

See also edit

External links edit

Links to available translations: edit

• English version (original)

• French version

• Polish version

• Portuguese version

• Turkish version

Additional links to related topics: edit

References edit

Click here for references
  1. ↑ 1.0 1.1 1.2 1.3 Carver, Charles S. & White, Teri L. (1994). Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS scales. Journal of Personality and Social Psychology, 67(2), 319 – 333.
  2. ↑ Nusslock, R., Alloy, L.B., Abramson, L.Y., Harmon-Jones, E., & Hogan, M.E. (2008). Impairment in the achievement domain in bipolar spectrum disorders: Role of behavioral approach system hypersensitivity and impulsivity. Minerva Pediatrica, 60(1), 41 – 50.
  3. ↑ 3.0 3.1 Alloy, Lauren B., Abramson, Lyn Y., Walshaw, Patricia D., Cogswell, Alex, Grandin, Louisa D., Hughes, Megan E., Iacoviello, Brian M., Whitehouse, Wayne G., Urosevic, Snezana, Nusslock, Robin & Hogan, Michael E. (2008). Behavioral approach system and behavioral inhibition system sensitivities and bipolar spectrum disorders: prospective prediction of bipolar mood episodes. Bipolar Disorders, 10, 310 – 322.
  4. ↑ Ratheesh, Aswin, Berk, Michael, Davey, Christopher G., McGorry, Patrick D., & Cotton, Susan M. (2015). Instruments that prospectively predict bipolar disorder - A systematic review. Journal of Affective Disorders, 179, 65-73. http://dx.doi.org/10.1016/j.jad.2015.03.025
  5. ↑ 5.0 5.1 Che, Qingqing, Yang, Peiwen, Gao, Huiyuan, Liu, Meizhu, Zhang, Jun, & Cai, Taisheng. (2020). Application of the Chinese version of the BIS/BAS scales in participants with a substance use disorder: An analysis of psychometric properties and comparison with community residents. Frontiers in Psychology, 11, 1 – 9.
  6. ↑ Urošević, Snez̆ana, Abramson, Lyn Y., Harmon-Jones, Eddie, & Alloy, Lauren B. (2008). Dysregulation of the behavioral approach system (BAS) in bipolar spectrum disorders: Review of theory and evidence. Clinical Psychology Review, 28(7), p. 1188 – 1205. doi:10.1016/j.cpr.2008.04.004.
  7. ↑ Alloy, Lauren B., & Abramson, Lyn Y. (June 1, 2010). The role of the behavioral approach system (BAS) in bipolar disorder. Current Directions in Psychological Science, 19(3), 189 – 194. doi:10.1177/0963721410370292.
  8. ↑ 8.0 8.1 Weydmann, Gibson, Filho, Nelson Hauck, & Bizarro, Lisiane. (2020). Acquiescent responding can distort the factor structure of the BIS/BAS scales. Personality and Individual Differences, 152, 1 – 7. https://doi.org/10.1016/j.paid.2019.109563
  9. ↑ Pagliaccio, D., Luking, K. R., Anokhin, A. P., Gotlib, I. H., Hayden, E. P., Olino, T. M., Peng, C. Z., Hajcak, G., & Barch, D. M. (2016). Revising the BIS/BAS Scale to study development: Measurement invariance and normative effects of age and sex from childhood through adulthood. Psychological assessment, 28(4), 429–442. https://doi.org/10.1037/pas0000186
  10. ↑ 10.0 10.1 10.2 Arfaie, A., Safikhanlou, S., Bakhshipour Roodsari, A., Farnam, A., & Shafiee-Kandjani, A. R. (2018). Assessment of behavioral approach and behavioral inhibition systems in mood disorders. Basic and Clinical Neuroscience, 9(4), 261–268. https://doi.org/10.32598/bcn.9.4.261
  11. ↑ Moazen, S., Azad Fallah, P., & Safi M. (2009). Comparison of brain/behavioral systems activity and dimensions of perfectionism in coronary heart disease and normal subjects. Journal of Behavioral Sciences, 3(2), 113 – 119.
  12. ↑ Vervoort, L., De Caluwé, E., Vandeweghe, L., De Decker, A., Wante, L., Van Beveren, M. L., Goossens, L., Verbeken, S., Sioen, I., Michels, N., & Braet, C. (2019). Parent-Reported BIS/BAS Scales for Children: Factor Structure and Measurement Invariance Across Age and Gender. Assessment, 26(7), 1282-1295. https://doi.org/10.1177/1073191117739017
  13. ↑ 13.0 13.1 13.2 Johnson, Sheri L., Turner, R. Jay, & Iwata, Noboru. (2003). BIS/BAS levels and psychiatric disorder: An epidemiological study. Journal of Psychopathology and Behavioral Assessment, 25(1), 25 – 36. https://doi.org/10.1111/j.1399-5618.2006.00329.x
  14. ↑ Jorm, A.F., Christensen, H., Henderson, A.S., Jacomb, P.A., Korten, A.E., Rodgers, B. (January 1, 1998). Using the BIS/BAS scales to measure behavioral inhibition and behavioral activation: Factor structure, validity and norms in a large community sample. Personality and Individual Differences, 26(1), 49 – 58. https://doi.org/10.1016/S0191-8869(98)00143-3
  15. ↑ Voigt, Danielle C., Dillard, James P., Braddock, Kurt H., Anderson, Jason W., Sopory, Pradeep, & Stephenson, Michael T. (2009). Carver and White’s (1994) BIS/BAS scales and their relationship to risky health behaviours. Personality and Individual Differences, 47, 89 – 93. DOI: 10.1016/j.paid.2009.02.003
  16. ↑ 16.0 16.1 Blair, C., Peters, R., Granger, D. (2004). Physiological and neuropsychological correlates of approach/withdrawal tendencies in preschool: Further examination of the Behavioral Inhibition System/Behavioral Activation System scales for young children. Developmental Psychology, 45(3), 113 – 124. doi:10.1002/dev.20022
  17. ↑ 17.0 17.1 Sun, J., Luo, Y., Chang, H., Zhang, R., Liu, R., Jiang, Y., & Xi, H. (2020). The mediating role of cognitive emotion regulation in BIS/BAS sensitivities, depression, and anxiety among community-dwelling older adults in China. Psychological Research of Behavioral Management, 13, 939 – 948. https://doi.org/10.2147/PRBM.S269874
  18. ↑ Poythress, N. G., Skeem, J. L., Weir, J., Lilienfeld, S. O., Douglas, K. S., Edens, J. F., & Kennealy, P. J. (2008). Psychometric properties of Carver and White's (1994) BIS/BAS scales in a large sample of offenders. Personality and individual differences, 45(8), 732–737. https://doi.org/10.1016/j.paid.2008.07.021
  19. ↑ Campbell-Sills, Laura, Liverant, Gabrielle I., & Brown, Timothy A. (2004). Psychometric evaluation of the behavioral inhibition/behavioral activation scales in a large sample of outpatients with anxiety and mood disorders. Psychological Assessment, 16(3), 244 – 254. DOI: 10.1037/1040-3590.16.3.244
  20. ↑ Meyer, Björn, Johnson, Sheri L., & Winters, Ray. (2001). Responsiveness to threat and incentive in bipolar disorder: Relations of the BIS/BAS scales with symptoms. Journal of Psychopathology and Behavioral Assessment, 23(3), 133 – 143. https://doi.org/10.1023/A:1010929402770
  21. ↑ Gray, Jeffrey A. (1982). The neuropsychology of anxiety: An enquiry into the function of the septo-hippocampal system. New York: Oxford University Press.
  22. ↑ Gray, Jeffrey A. (1977). Drug effects on fear and frustration: Possible limbic site of action of minor tranquilizers. In L. L. Iversen, S. D. Iversen, & S. H. Snyder (Eds.), Handbook of psychopharmacology (Vol. 8, pp. 433-529). New York: Plenum.
  23. ↑ Gray, Jeffrey A. (1990). Brain systems that mediate both emotion and cognition. Cognition and Emotion, 4, 269-288.
  24. ↑ 24.0 24.1 Wilson, G. D., Gray, J. A., & Barrett, P. T. (1990). A factor analysis of the Gray-Wilson personality questionnaire. Personality and Individual Differences, 11, 1037-1045.
  25. ↑ MacAndrew, C, & Steele, T. (1991). Gray's behavioral inhibition system: A psychometric evaluation. Personality and Individual Differences, 12, 157 – 171.
  26. ↑ Maack, Danielle & Ebesutani, Chad. (2018). A re-examination of the BIS/BAS scales: Evidence for BIS and BAS as unidimensional scales. International Journal of Methods in Psychiatric Research, 27(2). doi: 10.1002/mpr.1612
  27. ↑ Meyer, Björn, Johnson, Sheri L., & Carver, Charles S. (December 1, 1999). Exploring behavioral activation and inhibition among college students at risk for bipolar spectrum symptomatology. Journal of Psychopathology and Behavioral Assessment, 21(4), 275 – 292. doi:10.1023/A:1022119414440
  28. ↑ Alloy, Lauren B., Abramson, Lyn Y., Urosevic, Snezana, Bender, Rachel E., & Wagner, Clara A. (June 10, 2009). Longitudinal predictors of bipolar spectrum disorders: A behavioral approach system perspective. Clinical Psychology: Science and Practice, 16(2), 206 – 226. https://doi.org/10.1111/j.1468-2850.2009.01160.x
  29. ↑ Van Meter, Ann, & Youngstrom, Eric. (2015). A tale of two diatheses: Temperament, BIS, and BAS as risk factors for mood disorder. Journal of Affective Disorders, 180. DOI:10.1016/j.jad.2015.03.053
  30. ↑ Jones, Steven H., Tai, Sara, Evershed, Kate, Knowles, & Bentall, Richard. (2006). Early detection of bipolar disorder: A pilot familial study of parents with bipolar disorder and their adolescent children. Bipolar Disorder, 8, 362 – 372. DOI: 10.1111/j.1399-5618.2006.00329.x
  31. ↑ Urošević, S., Collins, P., Muetzel., R., Lim. K., Luciana, M. (2012). Longitudinal changes in behavioral approach system sensitivity and brain structures involved in reward processing during adolescence. Developmental Psychology, 48(5), 1488 – 1500. doi:10.1037/a0027502
  32. ↑ Vervoot, L., Vandeweghe, L., Vandewalle, J., Van Durme, K., Vandavivere, E., Wante., L., McIntosh, K., Verbeken. S., Moens, E., Goossens, L., Braet, C. (2015). Measuring Punishment and Reward Sensitivity in children and adolescents with a parent-report version of the BIS/BAS scales. Personality and Individual Differences, 87, 272 – 277. https://doi.org/10.1016/j.paid.2015.08.024
  33. ↑ Ratheesh, Aswin, Berk, Michael, Davey, Christopher G., McGorry, Patrick D., & Cotton, Susan M. (2015). Instruments that prospectively predict bipolar disorder - A systematic review. Journal of Affective Disorders, 179, 65-73. http://dx.doi.org/10.1016/j.jad.2015.03.025
  34. ↑ Markarian, S. A., Pickett, S. M., Deveson, D. F., & Kanona, B.B. (2013). A model of BIS/BAS sensitivity, emotion regulation difficulties, and depression, anxiety, and stress symptoms in relation to sleep quality. Psychiatry Research, 210(1), 281–286. https://doi.org/10.1016/j.psychres.2013.06.004
  35. ↑ Simons, Jeffrey S., Dvorak, Robert D., & Lau-Barraco, Cathy. (January 1, 2010). Behavioral inhibition and activation systems: Differences in substance use expectancy organization and activation in memory. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors, 23(2), 315–328. https://doi.org/10.1037/a0015834
  36. ↑ Knyazev, G.G. (2004). Behavioural activation as predictor of substance use: Mediating and moderating role of attitudes and social relationships. Drug and Alcohol Dependence, 75, 309–321. DOI: 10.1016/j.drugalcdep.2004.03.007
  37. ↑ Simons J.S., Dvorak, R.D., Batien, B.D. (2008). Methamphetamine use in a rural college population: associations with marijuana use, sensitivity to punishment, and sensitivity to reward. Psychology of Addictive Behaviors, 22, 444–449. DOI: 10.1037/0893-164X.22.3.444
  38. ↑ Pardo, Y., Aguilar, R.I., Molinuevo, B., Torrubia, R. (2007). Alcohol use as a behavioural sign of disinhibition: Evidence from J.A. Gray’s model of personality. Addiction Behaviors, 32, 2398 – 2403. DOI: 10.1016/j.addbeh.2007.02.010
  39. ↑ Smits, D. J. M., & Boeck, P. D. (2006). From BIS/BAS to the big five. European Journal of Personality, 20(4), 255–270. https://doi.org/10.1002/per.583
  40. ↑ Vecchione, Michele, Ghezzi, Valerio, Alessandri, Guido, Dentale, Francesco, & Corr, Philip J. (2021) BIS and BAS sensitivities at different levels of personality description: A latent-variable approach with self- and informant-ratings. Journal of Personality Assessment, 103(2), 246 – 257, https://doi.org/10.1080/00223891.2020.1743709
  41. ↑ Erdle, Stephen & Rushton, J. Philippe. (2010). The General Factor of Personality, BIS-BAS, expectancies of reward and punishment, self-esteem, and positive and negative affect. Personality and Individual Differences, 48(6), 762-766, https://doi.org/10.1016/j.paid.2010.01.025
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