Using presurgical psychological testing to predict 1-year appointment adherence and weight loss in bariatric surgery patients: predictive validity and methodological considerations
Abstract
Background Previous studies suggest that presurgical psychopathology accounts for some of the variance in suboptimal weight loss outcomes among Roux-en-Y gastric bypass (RYGB) patients, but research has been equivocal.Objectives The present study seeks to extend the past literature by examining associations between presurgical scale scores on the broadband Minnesota Multiphasic Personality Inventory-2-Restructured Form (MMPI-2-RF) and suboptimal weight loss and poor adherence to follow-up 1 year postoperatively after accounting for several methodologic considerations.Setting Cleveland Clinic Bariatric and Metabolic Institute, Cleveland, Ohio, USA.Methods The sample consisted of 498 RYGB patients, who produced a valid presurgical MMPI-2-RF protocol at program intake. The sample was primarily female (72.9%), Caucasian (64.9%), and middle-aged (mean = 46.4 years old; standard deviation [SD] = 11.6). The mean presurgical body mass index (BMI) was 47.4 kg/m(2) (SD = 8.2) and mean percent weight loss (%WL) at 1 year postoperatively was 31.18 %WL (SD = 8.44).Results As expected, scales from the Behavioral/Externalizing Dysfunction (BXD) domain of the MMPI-2-RF were associated with worse weight loss outcomes and poor adherence to follow-up, particularly after accounting for range restriction due to underreporting. Individuals producing elevated scores on these scales were at greater risk for achieving suboptimal weight loss (<50% excess weight loss) and not following up with their appointment compared with those who scored below cut-offs.Conclusions Patients who are more likely to engage in undercontrolled behavior (e.g., poor impulse control), as indicated by presurgical MMPI-2-RF findings, are at greater risk for suboptimal weight loss and poor adherence to follow-up following RYGB. Objective psychological assessments should also be conducted postoperatively to ensure that intervention is administered in a timely manner. Future research in the area of presurgical psychological screening should consider the impact of underreporting and other discussed methodologic issues in predictive analyses.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Pre-operative behavioral problems (e.g., antisocial behaviors and substance use) were associated with poorer follow-up appointment attendance 1 year after surgery.
“Pre‐operative behavioral problems (e.g., antisocial behaviors and substance use) were associated with poorer follow‐up appointment attendance 1 year after surgery. 24”
From Psychological predictors of adherence to lifestyle changes after bariatric surgery: A systematic review (2024) · cites this paper as [24]
Pre-operative emotional/internalizing dysfunction was not significantly related to follow-up appointment adherence.
“In contrast, pre‐operative emotional/internalizing dysfunction, 24 hostility, interpersonal sensitivity, alexithymia, 20 and maladaptive eating attitudes and habits 23 were not significantly related to follow‐up appointment adherence.”
From Psychological predictors of adherence to lifestyle changes after bariatric surgery: A systematic review (2024) · cites this paper as [24]
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,406 · see citing works
Statistical Power Analysis for the Behavioral Sciences (2nd ed.).
Lachenbruch, P. A., & Cohen, J. (1989) · Journal of the American Statistical Association · doi:10.2307/2290095 · Cited by 37,385 · see citing works
Methods of Meta-Analysis: Correcting Error and Bias in Research Findings
Schmidt, F. L., & Hunter, J. E. (2015) · doi:10.4135/9781483398105 · Cited by 5,542 · see citing works
Toward a consensual structure of mood.
Watson, D., & Tellegen, A. (1985) · Psychological bulletin · doi:10.1037/0033-2909.98.2.219 · Cited by 5,362 · see citing works
Long-term mortality after gastric bypass surgery
Adams, T. D., Gress, R. E., Smith, S. C., Halverson, R. C., Simper, S. C., Rosamond, W. D., LaMonte, M. J., Stroup, A. M., & Hunt, S. C. (2007) · New England Journal of Medicine · doi:10.1056/nejmoa066603 · Cited by 2,572 · see citing works
MMPI-2 : Minnesota Multiphasic Personality Inventory-2 : manual for administration and scoring
Hathaway, S. R., & McKinley, J. (1989) · University of Minnesota Press eBooks · Cited by 2,450 · see citing works
Watson, D., Wiese, D., Vaidya, J., & Tellegen, A. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.5.820 · Cited by 2,103 · see citing works
(1985) · Cited by 1,630 · see citing works
What Works for Whom?: A Critical Review of Psychotherapy Research
Roth, A. D., & Fonagy, P. (1996) · Cited by 1,382 · see citing works
Krueger, R. F., Hicks, B. M., Patrick, C. J., Carlson, S. R., Iacono, W. G., & McGue, M. (2002) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.111.3.411 · Cited by 1,378 · see citing works
Reinterpreting comorbidity: a model-based approach to understanding and classifying psychopathology
Krueger, R. F., & Markon, K. E. (2006) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.2.022305.095213 · Cited by 1,171 · see citing works
Differentiating Normal and Abnormal Personality
Strack, S., & Lorr, M. (1994) · Cited by 734 · see citing works
Mechanick, J. I., Youdim, A., Jones, D. B., Garvey, W. T., Hurley, D. L., McMahon, M. M., Heinberg, L. J., Kushner, R. F., Adams, T. D., Shikora, S. A., et al. (2013) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2012.12.010 · Cited by 701 · see citing works
Self-citationKalarchian, M. A., Marcus, M. D., Levine, M. D., Courcoulas, A. P., Pilkonis, P. A., Ringham, R. M., Soulakova, J. N., Weissfeld, L. A., & Rofey, D. L. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.2.328 · Cited by 616 · see citing works
Preoperative Predictors of Weight Loss Following Bariatric Surgery: Systematic Review
Livhits, M. J., Mercado, C., Yermilov, I., Parikh, J. A., Dutson, E., Mehran, A., Ko, C. Y., & Gibbons, M. M. (2011) · Obesity Surgery · doi:10.1007/s11695-011-0472-4 · Cited by 589 · see citing works
Prevalence of Alcohol Use Disorders Before and After Bariatric Surgery
King, W. C., Chen, J.-Y., Mitchell, J. E., Kalarchian, M. A., Steffen, K. J., Engel, S. G., Courcoulas, A. P., Pories, W. J., & Yanovski, S. Z. (2012) · JAMA · doi:10.1001/jama.2012.6147 · Cited by 509 · see citing works
Grazing and Loss of Control Related to Eating: Two High‐risk Factors Following Bariatric Surgery
Colles, S. L., Dixon, J. B., & O’Brien, P. E. (2008) · Obesity · doi:10.1038/oby.2007.101 · Cited by 420 · see citing works
Wiedemann, K. (2015) · Elsevier eBooks · doi:10.1016/b978-0-08-097086-8.27006-2 · Cited by 402 · see citing works
de Zwaan, M., Enderle, J., Wagner, S., Mühlhans, B., Ditzen, B., Gefeller, O., Mitchell, J. E., & Müller, A. (2011) · Journal of Affective Disorders · doi:10.1016/j.jad.2011.03.025 · Cited by 383 · see citing works
Diagnostic Criteria for Use in Psychosomatic Research
Fava, G. A., Freyberger, H. J., Bech, P., Christodoulou, G. N., Sensky, T., Theorell, T., & Wise, T. N. (2010) · Psychotherapy and Psychosomatics · doi:10.1159/000288931 · Cited by 379 · see citing works
New Dimensions in the Quantitative Classification of Mental Illness
Kotov, R. (2011) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2011.107 · Cited by 369 · see citing works
Recommendations for Reporting Weight Loss
Deitel, M., & Greenstein, R. J. (2003) · Obesity Surgery · doi:10.1381/096089203764467117 · Cited by 314 · see citing works
Methods of meta-analysis: Correcting error and bias in research findings
Pigott, T. (2006) · Evaluation and Program Planning · doi:10.1016/j.evalprogplan.2006.06.002 · Cited by 291 · see citing works
de Zwaan, M., Hilbert, A., Swan-Kremeier, L. A., Simonich, H. K., Lancaster, K., Howell, L. M., Monson, T., Crosby, R. D., & Mitchell, J. E. (2009) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2009.08.011 · Cited by 280 · see citing works
Mitchell, J. E., Selzer, F., Kalarchian, M. A., Devlin, M. J., Strain, G. W., Elder, K. A., Marcus, M. D., Wonderlich, S. A., Christian, N. J., & Yanovski, S. Z. (2012) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2012.07.001 · Cited by 270 · see citing works
Urbina, S. (2015) · Elsevier eBooks · doi:10.1016/b978-0-12-397045-9.00219-6 · Cited by 191 · see citing works
On the Convergence Between PSY-5 Domains and PID-5 Domains and Facets
Anderson, J. L., Sellbom, M., Bagby, R. M., Quilty, L. C., Veltri, C. O. C., Markon, K. E., & Krueger, R. F. (2013) · Assessment · doi:10.1177/1073191112471141 · Cited by 184 · see citing works
Relationship of psychiatric disorders to 6-month outcomes after gastric bypass
Kalarchian, M. A., Marcus, M. D., Levine, M. D., Soulakova, J. N., Courcoulas, A. P., & Wisinski, M. S. C. (2008) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2008.03.003 · Cited by 161 · see citing works
Assessing demoralization and depression in the setting of medical disease
Mangelli, L., Fava, G. A., Grandi, S., Grassi, L., Ottolini, F., Porcelli, P., Rafanelli, C., Rigatelli, M., & Sonino, N. (2005) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v66n0317 · Cited by 158 · cited 2× · see citing works
“It reflects nonspecific distress, unhappiness, and dissatisfaction with current life circumstances [26–30].”
BackgroundDoes gastric bypass alter alcohol metabolism?
Hagedorn, J. C., Encarnacion, B., Brat, G. A., & Morton, J. M. (2007) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2007.07.003 · Cited by 155 · see citing works
Harkness, A. R., & McNulty, J. L. (1994) · Cited by 150 · see citing works
Depression Score Predicts Weight Loss following Roux-en-Y Gastric Bypass
Averbukh, Y., Heshka, S., El-Shoreya, H., Flancbaum, L., Geliebter, A., Kamel, S., Pi‐Sunyer, F. X., & Laferrère, B. (2003) · Obesity Surgery · doi:10.1381/096089203322618605 · Cited by 146 · see citing works
Risks and benefits of bariatric surgery: current evidence.
Brethauer, S. A., Chand, B., & Schauer, P. R. (2006) · Cleveland Clinic Journal of Medicine · doi:10.3949/ccjm.73.11.993 · Cited by 139 · see citing works
Socially desirable responding by bariatric surgery candidates during psychological assessment
Ambwani, S., Boeka, A. G., Brown, J. D., Byrne, T. K., Budak, A. R., Sarwer, D. B., Fabricatore, A. N., Morey, L. C., & O'Neil, P. M. (2011) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2011.06.019 · Cited by 129 · see citing works
Sellbom, M., Ben‐Porath, Y. S., & Bagby, R. M. (2008) · Journal of Abnormal Psychology · doi:10.1037/a0012536 · Cited by 128 · see citing works
Self-citationConceição, E., Mitchell, J. E., Vaz, A., Pinto‐Bastos, A., Ramalho, S. M., Silva, C., Cao, L., Brandão, I., & Machado, P. P. P. (2014) · Eating Behaviors · doi:10.1016/j.eatbeh.2014.08.010 · Cited by 113 · see citing works
Roerig, J. L., Steffen, K. J., Zimmerman, C. L., Mitchell, J. E., Crosby, R. D., & Cao, L. (2010) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2010.12.003 · Cited by 96 · see citing works
Associations among major psychiatric diagnoses.
Wolf, A. W., Schubert, D. S. P., Patterson, M. B., Grande, T. P., Brocco, K. J., & Pendleton, L. (1988) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.56.2.292 · Cited by 92 · see citing works
The Role of Cognitive Function in Postoperative Weight Loss Outcomes: 36-Month Follow-Up
Spitznagel, M. B., Alosco, M. L., Galioto, R., Strain, G. W., Devlin, M. J., Sysko, R., Crosby, R. D., Mitchell, J. E., & Gunstad, J. (2014) · Obesity Surgery · doi:10.1007/s11695-014-1205-2 · Cited by 77 · see citing works
Mood disorders in laparoscopic sleeve gastrectomy patients: does it affect early weight loss?
Semanscin-Doerr, D. A., Windover, A. K., Ashton, K. R., & Heinberg, L. J. (2009) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2009.11.017 · Cited by 76 · see citing works
Self-citationAssociations among major psychiatric diagnoses.
Wolf, A. W., Schubert, D. S. P., Patterson, M. B., et al. (1988) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.56.2.292 · Cited by 70 · see citing works
Presurgical psychological screening: Understanding patients, improving outcomes.
(2012) · American Psychological Association eBooks · doi:10.1037/14035-000 · Cited by 59 · see citing works
Cognitive function is linked to adherence to bariatric postoperative guidelines
Spitznagel, M. B., Galioto, R., Limbach, K. E., Gunstad, J., & Heinberg, L. J. (2013) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2013.04.007 · Cited by 57 · see citing works
Self-citationMarek, R. J., Ben‐Porath, Y. S., Windover, A. K., Tarescavage, A. M., Merrell, J., Ashton, K. R., Lavery, M. E., & Heinberg, L. J. (2013) · Obesity Surgery · doi:10.1007/s11695-013-1024-x · Cited by 57 · see citing works
Self-citationMMPI-2 Scores in the Outcome Prediction of Gastric Bypass Surgery
Tsushima, W. T., Bridenstine, M. P., & Balfour, J. F. (2004) · Obesity Surgery · doi:10.1381/096089204323013550 · Cited by 56 · see citing works
Marek, R. J., Ben-Porath, Y., Merrell, J., Ashton, K., & Heinberg, L. (2014) · Obesity Surgery · doi:10.1007/s11695-013-1149-y · Cited by 52 · see citing works
Self-citationTarescavage, A. M., Wygant, D. B., Boutacoff, L. I., & Ben‐Porath, Y. S. (2013) · Psychological Assessment · doi:10.1037/a0033694 · Cited by 49 · see citing works
Self-citationPredicting Law Enforcement Officer Job Performance With the Personality Assessment Inventory
Lowmaster, S. E., & Morey, L. C. (2012) · Journal of Personality Assessment · doi:10.1080/00223891.2011.648295 · Cited by 48 · see citing works
Forbey, J. D., Lee, T. T. C., Ben‐Porath, Y. S., Arbisi, P. A., & Gartland, D. M. (2013) · Assessment · doi:10.1177/1073191113478154 · Cited by 47 · see citing works
Self-citationTarescavage, A. M., Corey, D. M., & Ben‐Porath, Y. S. (2014) · Assessment · doi:10.1177/1073191114534885 · Cited by 42 · see citing works
Self-citationColeman, K. J., Toussi, R., & Fujioka, K. (2010) · Obesity Surgery · doi:10.1007/s11695-010-0223-y · Cited by 34 · see citing works
Common Features of Psychotherapies and their Patients
Frank, J. D. (2010) · Psychotherapy and Psychosomatics · doi:10.1159/000286763 · Cited by 32 · see citing works
Walfish, S. (2007) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2007.01.001 · Cited by 29 · see citing works
Tarescavage, A. M., Brewster, J., Corey, D. M., & Ben‐Porath, Y. S. (2014) · Assessment · doi:10.1177/1073191114548445 · Cited by 28 · see citing works
Self-citationTarescavage, A. M., Windover, A. K., Ben‐Porath, Y. S., Boutacoff, L. I., Marek, R. J., Ashton, K. R., Merrell, J., Lavery, M. E., & Heinberg, L. J. (2013) · Psychological Assessment · doi:10.1037/a0034045 · Cited by 28 · see citing works
Self-citationMarek, R. J., Ben‐Porath, Y. S., Sellbom, M., McNulty, J. L., & Heinberg, L. J. (2014) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2014.10.005 · Cited by 23 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Recommendations for the Presurgical Psychosocial Evaluation of Bariatric Surgery Patients
Sogg, S., Lauretti, J., & West-Smith, L. (2016) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2016.02.008 · Cited by 310 · see citing works
van Rijswijk, A.-S., van Olst, N., Schats, W., van der Peet, D. L., & van de Laar, A. W. (2021) · Obesity Surgery · doi:10.1007/s11695-021-05394-x · Cited by 117 · see citing works
Kanji, S., Wong, E., Akioyamen, L., Melamed, O., & Taylor, V. H. (2019) · International Journal of Obesity · doi:10.1038/s41366-019-0397-x · Cited by 49 · see citing works
Chan, J. K. Y., & Vartanian, L. R. (2024) · Obesity Science & Practice · doi:10.1002/osp4.741 · Cited by 22 · see citing works
“24 In contrast, pre ‐ operative emotional/inter-nalizing dysfunction, 24 hostility, interpersonal sensitivity, alex-ithymia, 20 and maladaptive eating attitudes and habits 23 were not significantly related to follow ‐ up appointment adherence.”
Background
- Authors
- Marek, R. J., Tarescavage, A. M., Ben-Porath, Y. S., Ashton, K., Merrell Rish, J., & Heinberg, L. J.
- Affiliations
- Kent State University (US)
- Cleveland Clinic Lerner College of Medicine (US)
- Corresponding author
- Marek, Ryan J.
- Venue
- Surgery for Obesity and Related Diseases
- Publisher
- Elsevier BV
- Published
- 2015-09
- Volume
- 11
- Issue
- 5
- Pages
- 1171-1181
- ISSN
- 1550-7289 (ISSN-L)
- OpenAlex
- W1964233535
- Cited by
- 69
- References
- 57
- Citations by year
- 2026: 1 · 2024: 5 · 2023: 8 · 2022: 5 · 2021: 7 · 2020: 8 · 2019: 10 · 2018: 5 · 2017: 7 · 2016: 12 · 2015: 1
- FWCI
- 8.40
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Surgery for Obesity and Related Diseases (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Surgery › Bariatric Surgery and Outcomes
- Health Sciences › Health Professions › Pharmacy › Obesity and Health Practices
- Health Sciences › Medicine › Surgery › Body Contouring and Surgery
- Keywords
- bariatric surgery, Roux-en-Y gastric bypass
- MeSH terms
- Academic Medical Centers, Adult, Appointments and Schedules, Female, Follow-Up Studies, Humans, Male, Middle Aged, MMPI, Obesity, Morbid, Patient Compliance, Predictive Value of Tests, Preoperative Care, Prospective Studies, Psychological Tests, Time Factors, United States, Cohort Studies, Gastric Bypass, Weight Loss, Health Behavior, Body Mass Index, Treatment Outcome, Risk Assessment, Propensity Score
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review