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Publications using the HCAP Protocol


Flood, D, Green, H, Gross, AL, Kobayashi, LC, Levine, DA, Lee, J, Wixom, CR, Langa, KM. Diabetes and Cognitive Health in India: A Nationally Representative Survey of Adults Aged 45 Years and Older. Forthcoming. doi:10.1101/2022.10.14.22281097.

Jones, R. N., Manly, J. J., Langa, K. M., et al. Factor structure of the Harmonized Cognitive Assessment Protocol neuropsychological battery in the Health and Retirement Study. Forthcoming. doi:10.31234/ PMID: 32744838.

Khobragade P, Nichols E, Meijer E, Varghese M, Banerjee J, Dey AB, Lee J, Gross AL, Ganguli M. Performance of the Informant Questionnaire on Cognitive Decline for the Elderly (IQCODE) in a nationally representative study in India: the LASI-DAD study. Int Psychogeriatr. Forthcoming. doi: 10.1017/S1041610222000606. PMID: 35844066.

Kraal AZ, Zaheed AB, Krasnova A, Vadari H, Byrd DR, Zahodne LB. Time-lagged associations between two adverse childhood experiences and later-life cognitive function through educational attainment and stroke. J Int Neuropsychol Soc. 2023 Jul 4:1-10. doi: 10.1017/S135561772300036X. Forthcoming. PMID: 37401463.

Malvitz M, Zahuranec DB, Chang W, Heeringa SG, Briceño EM, Mehdipanah R, Gonzales XF, Levine DA, Langa KM, Garcia N, Morgenstern LB. Driving predictors in a cohort of cognitively impaired Mexican American and non-Hispanic White individuals. J Am Geriatr Soc. Fothcoming. doi: 10.1111/jgs.18493. PMID: 37382492.

Nichols E, Ng DK, Hayat S, Langa KM, Lee J, Steptoe A, Deal JA, Gross AL. Differences in the measurement of cognition for the assessment of dementia across geographic contexts: Recommendations for cross-national research. Alzheimers Dement. Forthcoming. doi: 10.1002/alz.12740. PMID: 35841625.

Sutin AR, Luchetti M, Stephan Y, Terracciano A. Purpose in life and cognitive performance and informant ratings of cognitive decline, affect, and activities. J Int Neuropsychol Soc. 2023 Aug 23:1-9. doi: 10.1017/S1355617723000516. Forthcoming. PMID: 37609873.

Westrick AC, Avila-Rieger J, Gross AL, Hohman T, Vonk JMJ, Zahodne LB, Kobayashi LC. Does education moderate gender disparities in later-life memory function? A cross-national comparison of harmonized cognitive assessment protocols in the United States and India. Alzheimers Dement. Forthcoming. doi: 10.1002/alz.13404. Epub ahead of print. PMID: 37490296.

Zahodne LB, Morris EP, Sharifian N, Zaheed AB, Kraal AZ, Sol K. Everyday discrimination and subsequent cognitive abilities across five domains. Neuropsychology. Forthcoming. doi: 10.1037/neu0000693. PMID: 32744838.


Arce Rentería M, Briceño EM, Chen D, Saenz J, Kobayashi LC, Gonzalez C, Vonk JMJ, Jones RN, Manly JJ, Wong R, Weir D, Langa KM, Gross AL. Memory and language cognitive data harmonization across the United States and Mexico. Alzheimers Dement (Amst). 2023;15(3):e12478. doi: 10.1002/dad2.12478. PMID: 37711154.

Aksman L, Lynch K, Toga A, Dey AB, Lee J. Investigating the factors that explain white matter hyperintensity load in older Indians. Brain Commun. 2023;5(1):fcad008. doi: 10.1093/braincomms/fcad008. PMID: 36744010.

Banerjee J, Petrosyan S, Rao AR, Jacob S, Khobragade PY, Weerman B, Chien S, Angrisani M, Agarwal A, Madan N, Sethi T, Dey S, Schaner S, Bloom DE, Lee J, Dey AB. Cohort Profile: Real-Time Insights of COVID-19 in India (RTI COVID-India). BMC Public Health. 2023;23(1):292. doi: 10.1186/s12889-023-15084-1. PMID: 36759802.

Bassil DT, Farrell MT, Weerman A, Guo M, Wagner RG, Brickman AM, Glymour MM, Langa KM, Manly JJ, Tipping B, Butler I, Tollman S, Berkman LF. Feasibility of an online consensus approach for the diagnosis of cognitive impairment and dementia in rural South Africa. Alzheimers Dement (Amst). 2023;15(2):e12420. doi: 10.1002/dad2.12420. PMID: 37025188.

Briceño EM, Arce Rentería M, Gross AL, Jones RN, Gonzalez C, Wong R, Weir DR, Langa KM, Manly JJ. A cultural neuropsychological approach to harmonization of cognitive data across culturally and linguistically diverse older adult populations. Neuropsychology. 2023;37(3):247-257. doi: 10.1037/neu0000816. PMID: 35482625.

Cho TC, Yu X, Gross AL, Zhang YS, Lee J, Langa KM, Kobayashi LC. Negative wealth shocks in later life and subsequent cognitive function in older adults in China, England, Mexico, and the USA, 2012-18: a population-based, cross-nationally harmonised, longitudinal study. Lancet Healthy Longev. 2023;4(9):e461-e469. doi: 10.1016/S2666-7568(23)00113-7. PMID: 37544315.

Goette WF, Schaffert J, Carlew A, Rossetti H, Lacritz LH, De Boeck P, Cullum CM. Impact of word properties on list learning: An explanatory item analysis. Neuropsychology. 2023;37(3):268-283. doi: 10.1037/neu0000810. PMID: 35446051.

Jin H, Crimmins E, Langa KM, Dey AB, Lee J. Estimating the Prevalence of Dementia in India Using a Semi-Supervised Machine Learning Approach. Neuroepidemiology. 2023;57(1):43-50. doi: 10.1159/000528904. PMID: 36617419.

Lee J, Meijer E, Langa KM, Ganguli M, Varghese M, Banerjee J, Khobragade P, Angrisani M, Kurup R, Chakrabarti SS, Gambhir IS, Koul PA, Goswami D, Talukdar A, Mohanty RR, Yadati RS, Padmaja M, Sankhe L, Rajguru C, Gupta M, Kumar G, Dhar M, Chatterjee P, Singhal S, Bansal R, Bajpai S, Desai G, Rao AR, Sivakumar PT, Muliyala KP, Bhatankar S, Chattopadhyay A, Govil D, Pedgaonkar S, Sekher TV, Bloom DE, Crimmins EM, Dey AB. Prevalence of dementia in India: National and state estimates from a nationwide study. Alzheimers Dement. 2023;19(7):2898-2912. doi: 10.1002/alz.12928. PMID: 36637034.

Lee J, Petrosyan S, Khobragade P, Banerjee J, Chien S, Weerman B, Gross A, Hu P, Smith JA, Zhao W, Aksman L, Jain U, Shanthi GS, Kurup R, Raman A, Chakrabarti SS, Gambhir IS, Varghese M, John JP, Joshi H, Koul PA, Goswami D, Talukdar A, Mohanty RR, Yadati YSR, Padmaja M, Sankhe L, Rajguru C, Gupta M, Kumar G, Dhar M, Jovicich J, Ganna A, Ganguli M, Chatterjee P, Singhal S, Bansal R, Bajpai S, Desai G, Bhatankar S, Rao AR, Sivakumar PT, Muliyala KP, Sinha P, Loganathan S, Meijer E, Angrisani M, Kim JK, Dey S, Arokiasamy P, Bloom DE, Toga AW, Kardia SLR, Langa K, Crimmins EM, Dey AB. Deep phenotyping and genomic data from a nationally representative study on dementia in India. Sci Data. 2023;10(1):45. doi: 10.1038/s41597-023-01941-6. PMID: 36670106.

Nichols E, Ng DK, Hayat S, Langa KM, Lee J, Steptoe A, Deal JA, Gross AL. Measurement differences in the assessment of functional limitations for cognitive impairment classification across geographic locations. Alzheimers Dement. 2023;19(5):2218-2225. doi: 10.1002/alz.12994. PMID: 36807779.

O’Shea DM, Alaimo H, Davis JD, Galvin JE, Tremont G. A comparison of cognitive performances based on differing rates of DNA methylation GrimAge acceleration among older men and women. Neurobiol Aging. 2023;123:83-91. doi: 10.1016/j.neurobiolaging.2022.12.011. PMID: 36641830.

Panikkar D, Vivek S, Crimmins E, Faul J, Langa KM, Thyagarajan B. Pre-Analytical Variables Influencing Stability of Blood-Based Biomarkers of Neuropathology. J Alzheimers Dis. 2023;95(2):735-748. doi: 10.3233/JAD-230384. PMID: 37574735.

Stephan Y, Sutin AR, Luchetti M, Aschwanden D, Cabibel V, Terracciano A. Measures of physical performance as mediators between personality and cognition in two prospective studies. Arch Gerontol Geriatr. 2023;107:104902. doi: 10.1016/j.archger.2022.104902. PMID: 36592492.

Zaheed AB, Chervin RD, Spira AP, Zahodne LB. Mental and physical health pathways linking insomnia symptoms to cognitive performance 14 years later. Sleep. 2023;46(3):zsac262. doi: 10.1093/sleep/zsac262. PMID: 36309871.

Zhao W, Smith JA, Wang YZ, Chintalapati M, Ammous F, Yu M, Moorjani P, Ganna A, Gross A, Dey S, Benerjee J, Chatterjee P, Dey AB, Lee J, Kardia SLR. Polygenic Risk Scores for Alzheimer’s Disease and General Cognitive Function Are Associated With Measures of Cognition in Older South Asians. J Gerontol A Biol Sci Med Sci. 2023;78(5):743-752. doi: 10.1093/gerona/glad057. PMID: 36782352.


Amin, V, Behrman, JR, Fletcher, JM, Flores, CA, Flores-Lagunes, A, Kohler, H-P. Does Schooling Improve Cognitive Abilities at Older Ages: Causal Evidence from Nonparametric Bounds. IZA Discussion Paper. 2022; No. 15371. doi: 10.2139/ssrn.4141993.

Arce Rentería M, Manly JJ, Vonk JMJ, Mejia Arango S, Michaels Obregon A, Samper-Ternent R, Wong R, Barral S, Tosto G. Midlife Vascular Factors and Prevalence of Mild Cognitive Impairment in Late-Life in Mexico. J Int Neuropsychol Soc. 2022;28(4):351-361. doi: 10.1017/S1355617721000539. PMID: 34376262.

Bajpai S, Upadhayay AD, Banerjee J, Chakrawarthy A, Chatterjee P, Lee J, Dey AB. Discrepancy in Fluid and Crystallized Intelligence: An Early Cognitive Marker of Dementia from the LASI-DAD Cohort. Dement Geriatr Cogn Dis Extra. 2022;12(1):51-59. doi: 10.1159/000520879. PMID: 35611146.

Bassil DT, Farrell MT, Wagner RG, Brickman AM, Glymour MM, Langa KM, Manly JJ, Salinas J, Tipping B, Tollman S, Berkman LF. Cohort Profile Update: Cognition and dementia in the Health and Aging in Africa Longitudinal Study of an INDEPTH community in South Africa (HAALSI dementia). Int J Epidemiol. 2022;51(4):e217-e226. doi: 10.1093/ije/dyab250. PMID: 34871405.

Briceño, E. M., Arce Rentería, M., Gross, A. L., Jones, R. N., Gonzalez, C., Wong, R., Weir, D. R., Langa, K. M., Manly, J. J. A Cultural Neuropsychological Approach to Harmonization of Cognitive Data Across Culturally and Linguistically Diverse Older Adult Populations. Neuropsychology. 2022. doi:10.1037/neu0000816. PMID: 35482625.

Farron MR, Kabeto MU, Levine DA, Wixom CR, Langa KM. Blood pressure and cognitive function among older adults in India. Journal of International Medical Research. 2022;50(1). doi:10.1177/03000605211068720.

García-Chanes RE, Gutiérrez-Robledo LM, Álvarez-Cisneros T, Roa-Rojas P. Predictors of Successful Memory Aging in Older Mexican Adults. Behav Neurol. 2022;2022:9045290. doi: 10.1155/2022/9045290. PMID: 35795033.

Hlávka, J. P., Yu, J. C., Lakdawalla, D. N. Crosswalk between the Mini-Mental State Examination and the Telephone Interview for Cognitive Status (TICS-27/30/40). Alzheimer’s & Dementia: The Journal of the Alzheimer’s Assocation. 2022. doi: 10.1002/alz.12569. PMID: 35103408.

Jain U, Angrisani M, Langa KM, Sekher TV, Lee J. How much of the female disadvantage in late-life cognition in India can be explained by education and gender inequality. Sci Rep. 2022;12(1):5684. doi: 10.1038/s41598-022-09641-8. PMID: 35383249.

Jang Y, Choi EY, Franco Y, Park NS, Chiriboga DA, Kim MT. Racial and ethnic differences in cognitive health appraisals: a comparison of non-Hispanic White, non-Hispanic Black, and Hispanic older adults. Aging Ment Health. 2022;26(3):519-525. doi: 10.1080/13607863.2021.1899132. PMID: 33710944.

Jang, Y., Haley, W. E., Choi, E. Y., Franco, Y. Racial/ethnic differences in correspondence between subjective cognitive ratings and cognitive impairment. The American Journal of Geriatric Psychiatry. 2022. doi:10.1016/j.jagp.2021.10.015. PMID: 34862119.

Manly JJ, Jones RN, Langa KM, Ryan LH, Levine DA, McCammon R, Heeringa SG, Weir D. Estimating the Prevalence of Dementia and Mild Cognitive Impairment in the US: The 2016 Health and Retirement Study Harmonized Cognitive Assessment Protocol Project. JAMA Neurol. 2022;79(12):1242-1249. doi: 10.1001/jamaneurol.2022.3543. PMID: 36279130.

Meister, L. M., Zahodne, L. B. Associations between social network components and cognitive domains in older adults. Psychology and Aging. 2022. doi: 10.1037/pag0000672. PMID: 34968104.

Nichols EL, Cadar D, Lee J, Jones RN, Gross AL. Linear linking for related traits (LLRT): A novel method for the harmonization of cognitive domains with no or few common items. Methods. 2022;204:179-188. doi: 10.1016/j.ymeth.2021.11.011. PMID: 34843977.

O’Shea DM, Maynard T, Tremont G. DNA Methylation “GrimAge” Acceleration Mediates Sex/Gender Differences in Verbal Memory and Processing Speed: Findings From the Health and Retirement Study. J Gerontol A Biol Sci Med Sci. 2022;77(12):2402-2412. doi: 10.1093/gerona/glac133. PMID: 35715888.

Schaner S, Theys N, Angrisani M, Banerjee J, Khobragade PY, Petrosyan S, Agarwal A, Chien S, Weerman B, Chakrawarty A, Chatterjee P, Madaan N, Bloom D, Lee J, Dey AB. Adherence to COVID-19 protective behaviours in India from May to December 2020: evidence from a nationally representative longitudinal survey. BMJ Open. 2022;12(2):e058065. doi: 10.1136/bmjopen-2021-058065. PMID: 35105601.

Sutin AR, Aschwanden D, Stephan Y, Terracciano A. The association between facets of conscientiousness and performance-based and informant-rated cognition, affect, and activities in older adults. J Pers. 2022;90(2):121-132. doi: 10.1111/jopy.12657. PMID: 34169528.

Torres, J. M. and Glymour, M. M. Future Directions for the HRS Harmonized Cognitive Assessment Protocol. Forum Health Econ Policy. 2022. doi: 10.1515/fhep-2021-0064. PMID: 35254747.

Vonk JMJ, Gross AL, Zammit AR, Bertola L, Avila JF, Jutten RJ, Gaynor LS, Suemoto CK, Kobayashi LC, O’Connell ME, Elugbadebo O, Amofa PA, Staffaroni AM, Arce Rentería M, Turney IC, Jones RN, Manly JJ, Lee J, Zahodne LB. Cross-national harmonization of cognitive measures across HRS HCAP (USA) and LASI-DAD (India). PLoS One. 2022;17(2):e0264166. doi: 10.1371/journal.pone.0264166. PMID: 35213581.


Angrisani M, Jain U, Lee J. Reply to: Comment on: Sex Differences in Cognitive Health Among Older Adults in India. J Am Geriatr Soc. 2021;69(1):273-274. doi: 10.1111/jgs.16924. PMID: 33165912.

Cadar D, Abell J, Matthews FE, Brayne C, Batty GD, Llewellyn DJ, Steptoe A. Cohort Profile Update: The Harmonised Cognitive Assessment Protocol Sub-study of the English Longitudinal Study of Ageing (ELSA-HCAP). Int J Epidemiol. 2021;50(3):725-726i. doi: 10.1093/ije/dyaa227. PMID: 33370436.

Ehrlich JR, Ndukwe T, Chien S, Lee J. The Association of Cognitive and Visual Function in a Nationally Representative Study of Older Adults in India. Neuroepidemiology. 2021;55(2):126-134. doi: 10.1159/000513813. PMID: 33626538.

Jin H, Chien S, Meijer E, Khobragade P, Lee J. Learning From Clinical Consensus Diagnosis in India to Facilitate Automatic Classification of Dementia: Machine Learning Study. JMIR Ment Health. 2021;8(5):e27113. doi: 10.2196/27113. PMID: 33970122.

Kobayashi LC, Gross AL, Gibbons LE, Tommet D, Sanders RE, Choi SE, Mukherjee S, Glymour M, Manly JJ, Berkman LF, Crane PK, Mungas DM, Jones RN. You Say Tomato, I Say Radish: Can Brief Cognitive Assessments in the U.S. Health Retirement Study Be Harmonized With Its International Partner Studies? J Gerontol B Psychol Sci Soc Sci. 2021;76(9):1767-1776. doi: 10.1093/geronb/gbaa205. PMID: 33249448.

Morris EP, Zaheed AB, Sharifian N, Sol K, Kraal AZ, Zahodne LB. Subjective age, depressive symptoms, and cognitive functioning across five domains. J Clin Exp Neuropsychol. 2021;43(3):310-323. doi: 10.1080/13803395.2021.1926436. PMID: 34018454.

Paula, T. C. S., Chagas, C., Noto, A. R., Formigoni, M. L. O. S., Pereira, T. V., Ferri, C. P. Brief interventions for older adults (BIO) delivered by non-specialist community health workers to reduce at-risk drinking in primary care: a study protocol for a randomised controlled trial. BMJ Open. 2021; 11(5):e043918. doi: 10.1136/bmjopen-2020-043918. PMID: 33980519.

Stephan Y, Sutin AR, Luchetti M, Terracciano A. Subjective age and informant-rated cognition and function: A prospective study. Psychol Aging. 2021;36(3):338-343. doi: 10.1037/pag0000566. PMID: 32790457.


Angrisani, M., Jain, U., Lee, J. Sex Differences in Cognitive Health Among Older Adults in India. Journal of the American Geriatrics Society. 2020; 68 Suppl 3:S20-S28. doi:10.1111/jgs.16732. PMID: 32815603.

Banerjee, J., Jain, U., Khobragade, P., et al. Methodological considerations in designing and implementing the harmonized diagnostic assessment of dementia for longitudinal aging study in India (LASI-DAD). Biodemography and Social Biology. 2020; 65(3):189-213. doi:10.1080/19485565.2020.1730156. PMID: 32727279.

Banerjee J, Jain U, Khobragade P, Weerman B, Hu P, Chien S, Dey S, Chatterjee P, Saxton J, Keller B, Crimmins E, Toga A, Jain A, Shanthi GS, Kurup R, Raman A, Chakrabarti SS, Varghese M, John JP, Joshi H, Koul P, Goswami D, Talukdar A, Mohanty RR, Yadati YSR, Padmaja M, Sankhe L, Pedgaonkar S, Arokiasamy P, Bloom DE, Langa K, Jovicich J, Dey AB, Lee J, Gambhir IS, Rajguru C. Methodological considerations in designing and implementing the harmonized diagnostic assessment of dementia for longitudinal aging study in India (LASI-DAD). Biodemography Soc Biol. 2020;65(3):189-213. doi: 10.1080/19485565.2020.1730156. PMID: 32727279.

Farron, M. R., Kabeto, M. U., Dey, A. B., Banerjee, J., Levine, D.A., Langa KM. Hypertension and Cognitive Health Among Older Adults in India. Journal of the American Geriatric Society. 2020; 68 Suppl 3:S29-S35. doi:10.1111/jgs.16741. PMID: 32815597.

Gross, A. L., Khobragade, P. Y., Meijer, E., Saxton, J. A. Measurement and Structure of Cognition in the Longitudinal Aging Study in India-Diagnostic Assessment of Dementia. Journal of the American Geriatric Society. 2020; 68 Suppl 3:S11-S19. doi:10.1111/jgs.16738. PMID: 32815599.

Hu, P., Lee, J., Beaumaster, S., et al. Cognitive Function and Cardiometabolic-Inflammatory Risk Factors Among Older Indians and Americans. Journal of the American Geriatrics Society. 2020; 68 (Suppl 3):S36-S44. doi:10.1111/jgs.16734. PMID: 32815598.

Katz B, Turney I, Lee JH, Amini R, Ajrouch K, Antonucci T. Race/Ethnic Differences in Social Resources as Cognitive Risk and Protective Factors. Res Hum Dev. 2020;17(1):57-77. doi: 10.1080/15427609.2020.1743809. PMID: 34093091.

Kenny, R. A. New Insights and Knowledge on Cognition and Dementia from Population-Based Cohort of Older Adults in India. Journal of the American Geriatric Society. 2020; 68 Suppl 3:S1-S2. doi:10.1111/jgs.16733. PMID: 32815601.

Langa, K. M., Ryan, L. H., McCammon, R. J., et al. The Health and Retirement Study Harmonized Cognitive Assessment Protocol Project: Study Design and Methods. Neuroepidemiology. 2019. doi:10.1159/000503004. PMID: 31563909.

Lee, J., Dey, A. B. Introduction to LASI-DAD: The Longitudinal Aging Study in India-Diagnostic Assessment of Dementia. Journal of the American Geriatric Society. 2020; 68 Suppl 3:S3-S4. doi:10.1111/jgs.16740. PMID: 32815600.

Lee, J., Ganguli, M., Weerman, A., et al. Online Clinical Consensus Diagnosis of Dementia: Development and Validation. Journal of the American Geriatric Society. 2020; 68 Suppl 3:S54-S59. doi:10.1111/jgs.16736. PMID: 32815604.

Lee, J., Khobragade, P. Y., Banerjee, J., et al. Design and Methodology of the Longitudinal Aging Study in India-Diagnostic Assessment of Dementia (LASI-DAD). Journal of the American Geriatric Society. 2020; 68 Suppl 3:S5-S10. doi:10.1111/jgs.16737. PMID: 32815602.

Liao S, Qi L, Xiong J, Yan J, Wang R. Intergenerational Ties in Context: Association between Caring for Grandchildren and Cognitive Function in Middle-Aged and Older Chinese. Int J Environ Res Public Health. 2020;18(1):21. doi: 10.3390/ijerph18010021. PMID: 33375149.

Mejia-Arango, S., Nevarez, R., Michaels-Obregon, A., et al. The Mexican Cognitive Aging Ancillary Study (Mex-Cog): Study Design and Methods. Archives of Gerontology and Geriatrics. 2020; 91. doi: PMID: 32781379.

Smith JA, Zhao W, Yu M, Rumfelt KE, Moorjani P, Ganna A, Dey AB, Lee J, Kardia SLR. Association Between Episodic Memory and Genetic Risk Factors for Alzheimer’s Disease in South Asians from the Longitudinal Aging Study in India-Diagnostic Assessment of Dementia (LASI-DAD). J Am Geriatr Soc. 2020;68 Suppl 3(Suppl 3):S45-S53. doi: 10.1111/jgs.16735. PMID: 32815605.

Sutin AR, Stephan Y, Gerend MA, Robinson E, Daly M, Terracciano A. Perceived weight discrimination and performance in five domains of cognitive function. J Psychosom Res. 2020;131:109793. doi: 10.1016/j.jpsychores.2019.109793. PMID: 31439334.


Lee J, Banerjee J, Khobragade PY, Angrisani M, Dey AB. LASI-DAD study: a protocol for a prospective cohort study of late-life cognition and dementia in India. BMJ Open. 2019;9(7):e030300. doi: 10.1136/bmjopen-2019-030300. PMID: 31371300.

Meng, Q., Wang, H., Strauss, J., et al. Validation of neuropsychological tests for the China Health and Retirement Longitudinal Study Harmonized Cognitive Assessment Protocol. International Psychogeriatrics. 2019; 31(12):1709-1719. PMID: 31309907.

Sutin AR, Stephan Y, Luchetti M, Terracciano A. Five-factor model personality traits and cognitive function in five domains in older adulthood. BMC Geriatr. 2019;19(1):343. doi: 10.1186/s12877-019-1362-1. PMID: 31805866.

Sutin AR, Stephan Y, Terracciano A. Self-Reported Personality Traits and Informant-Rated Cognition: A 10-Year Prospective Study. J Alzheimers Dis. 2019;72(1):181-190. doi: 10.3233/JAD-190555. PMID: 31561364.