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Zemla JC. Increased reliance on heuristic thinking in mild cognitive impairment. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2025; 32:360-375. [PMID: 39301787 PMCID: PMC11922795 DOI: 10.1080/13825585.2024.2405506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 09/12/2024] [Indexed: 09/22/2024]
Abstract
Reasoning can be fast, automatic, and intuitive or slow, deliberate, and analytical. Use of one cognitive reasoning style over the other has broad implications for beliefs, but differences in cognitive style have not previously been reported in those with mild cognitive impairment (MCI). Here, the cognitive reflection test is used to measure cognitive style in healthy older adults and those with MCI. Those with MCI performed worse than cognitively healthy older adults, indicating they are more likely to engage in intuitive thinking than age-matched adults. This association is reliable after controlling for additional cognitive, self-report, and demographic factors. Across all measures, subjective cognitive decline was the best predictor of cognitive status. A difference in cognitive style represents a novel behavioral marker of MCI, and future work should explore whether this explains a broader pattern of reasoning errors in those with MCI, such as susceptibility to scams or impaired financial reasoning.
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Affiliation(s)
- Jeffrey C Zemla
- Department of Psychology, Syracuse University, Syracuse, NY, USA
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2
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Burgio F, Danesin L, Wennberg A, Tonini E, Galetto V, Sivieri S, Giustiniani A, Palmer K, Meneghello F, Sorarù G, Zettin M, Arcara G, Benavides-Varela S, Semenza C. Financial and numerical abilities: patterns of dissociation in neurological and psychiatric diseases. Neurol Sci 2024; 45:4779-4787. [PMID: 38780855 DOI: 10.1007/s10072-024-07610-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 05/20/2024] [Indexed: 05/25/2024]
Abstract
The present work investigates whether financial abilities can be associated with numerical abilities and with general cognitive abilities. We compared performance on numerical and financial tests, and on tests routinely used to measure general cognitive performance, in healthy controls and in a group of people with heterogeneous pathological conditions including mild cognitive impairment, amyotrophic lateral sclerosis, traumatic brain injury, and schizophrenia. Patients showed lower performances in both numerical and financial abilities compared to controls. Numerical and financial skills were positively correlated in both groups, but they correlated poorly with measures of general cognitive functioning. Crucially, only basic financial tasks -such as counting currencies- but not advanced ones -like financial judgments- were associated with numerical or general cognitive functioning in logistic regression analyses. Conversely, advanced financial abilities, but not basic ones, were associated with abstract reasoning. At a qualitative analysis, we found that deficits in numerical and financial abilities might double dissociate. Similarly, we observed double dissociations between difficulties in financial abilities and cognitive deficits. In conclusion, financial abilities may be independent of numerical skills, and financial deficits are not always related to the presence of cognitive difficulties. These findings are important for both clinical and legal practice.
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Affiliation(s)
- Francesca Burgio
- IRCCS San Camillo Hospital, via Alberoni 70, 30126, Venice, Italy
| | - Laura Danesin
- IRCCS San Camillo Hospital, via Alberoni 70, 30126, Venice, Italy.
| | - Alexandra Wennberg
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Elisabetta Tonini
- Department of Humanities and Life Sciences, University School for Advanced Studies IUSS, Pavia, Italy
| | - Valentina Galetto
- Service de Neurologie Hospitalier Universitaire Caremeau, Nimes, France
| | | | - Andreina Giustiniani
- IRCCS San Camillo Hospital, via Alberoni 70, 30126, Venice, Italy
- IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy
| | - Katie Palmer
- Department of Clinical Geriatrics, NVS, Karolinska Institutet, Stockholm, Sweden
| | - Francesca Meneghello
- Unità Operativa Complessa Cure Primarie Distretto 3 Mirano-Dolo, Aulss 3 Serenissima, Venice, Italy
| | - Gianni Sorarù
- Department of Neuroscience (Padova Neuroscience Center), University of Padova, Padua, Italy
| | - Marina Zettin
- Centro Puzzle, Turin, Italy
- Department of Psychology, University of Torino, Turin, Italy
| | - Giorgio Arcara
- IRCCS San Camillo Hospital, via Alberoni 70, 30126, Venice, Italy
| | - Silvia Benavides-Varela
- Department of Neuroscience (Padova Neuroscience Center), University of Padova, Padua, Italy
- Department of Developmental Psychology and Socialization, University of Padova, Padua, Italy
| | - Carlo Semenza
- Department of Neuroscience (Padova Neuroscience Center), University of Padova, Padua, Italy
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3
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Bruine de Bruin W, Ulqinaku A, Llopis J, Ravà MS. Beyond High-Income Countries: Low Numeracy Is Associated with Older Adult Age around the World. MDM Policy Pract 2023; 8:23814683231174241. [PMID: 37492697 PMCID: PMC10363889 DOI: 10.1177/23814683231174241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 04/06/2023] [Indexed: 07/27/2023] Open
Abstract
Background Numeracy, or the ability to understand and use numbers, has been associated with obtaining better health and financial outcomes. Studies in high-income countries suggest that low numeracy is associated with older age-perhaps especially among individuals with lower education. Here, we examined whether findings generalize to the rest of the world. Methods Gallup surveyed >150,000 participants for the 2019 Lloyd's Register Foundation World Risk Poll, from 21 low-income, 34 lower-middle income, 42 upper-middle income, and 43 high-income countries. Low numeracy was operationalized as failing to correctly answer, "Is 10% bigger than 1 out of 10, smaller than 1 out of 10, or the same as 1 out of 10?" Results Regressions controlling for participants' education, income, and other characteristics found that, worldwide, low numeracy was associated with older age, lower education, and their interaction. Findings held in each country-income category, although low numeracy was more common in low-income countries than in high-income countries. Limitations Age differences may reflect cohort effects and life span-developmental changes. Discussion Low numeracy is more common among people who are older and less educated. We discuss the need for education and interventions outside of the classroom. Highlights We analyzed a global survey conducted in 21 low-income, 34 lower-middle income, 42 upper-middle income, and 43 high-income countries.Low numeracy was associated with older adult age, even after accounting for age differences in education.Low numeracy was more common in older people with lower education.
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Affiliation(s)
- Wändi Bruine de Bruin
- Wändi Bruine de Bruin, Sol Price School of Public Policy and Dornsife Department of Psychology, Schaeffer Center for Health Policy and Economics, University of Southern California, VPD512-D, 635 Downey Way, Los Angeles, CA 90089, USA; ()
| | - Aulona Ulqinaku
- Department of Marketing, Leeds University Business School, Leeds, UK
| | - Jimena Llopis
- CUBIC: Center for Utilizing Behavioural Insights for Children, Save the Children International, Singapore
| | - Matteo Santangelo Ravà
- CUBIC: Center for Utilizing Behavioural Insights for Children, Save the Children International, Singapore
- Aix-Marseille University, Aix-Marseille School of Economics, Marseille, France
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Ma C, Li M, Wu C. Cognitive Function Trajectories and Factors among Chinese Older Adults with Subjective Memory Decline: CHARLS Longitudinal Study Results (2011-2018). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16707. [PMID: 36554588 PMCID: PMC9778675 DOI: 10.3390/ijerph192416707] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 12/05/2022] [Accepted: 12/11/2022] [Indexed: 06/17/2023]
Abstract
Older adults with subjective cognitive decline are at increased risk of future pathological cognitive decline and dementia. Subjective memory decline is an early sign of cognitive decline; preventing or slowing cognitive decline in at-risk populations remains an elusive issue. This study aimed to examine the cognitive trajectories and factors in older adults with subjective memory decline. Latent growth curve models (LGCMs) were fitted to examine the cognitive function trajectories and factors among 1465 older adults (aged 60+ years) with subjective memory decline. Data were obtained from four waves from the China Health and Retirement Longitudinal Study (CHARLS, 2011-2018), which is a large nationally representative sample of the Chinese population. The results showed that older adults with better initial cognition had a slower decline rate, which may be accelerated by advanced age, low-level education, a rapid decrease in instrumental activities of daily living (IADL) ability, and rapid increase in depression levels. This study was the first to examine the trajectories of cognitive function and its factors in a high-risk population with subjective memory decline. These findings may guide prevention approaches to tackle the issues of cognitive function decline and dementia.
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Affiliation(s)
- Chifen Ma
- School of Nursing, Peking University, 38 Xueyuan Road, Haidian District, Beijing 100191, China
- College of Health Services and Management, Xuzhou Kindergarten Teachers College, Xuzhou 221001, China
| | - Mengyuan Li
- School of Nursing, Peking University, 38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Chao Wu
- School of Nursing, Peking University, 38 Xueyuan Road, Haidian District, Beijing 100191, China
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Qu F, Yang X, Yang J, Zhou Q, Yang X, Chen M, Xiong Y, Hu Y. Interaction between arteriosclerosis and the APOE4 gene in cognitive decline in older adults: a cross-sectional study in rural minority areas in western China. Psychogeriatrics 2022; 22:243-251. [PMID: 35048467 DOI: 10.1111/psyg.12808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 12/14/2021] [Accepted: 12/28/2021] [Indexed: 12/01/2022]
Abstract
BACKGROUND Numerous studies have confirmed that the apolipoprotein E4 allele (APOE4) gene and arteriosclerosis (AS) have a combined effect on the occurrence of cognitive function impairment, and dyslipidaemia levels are significantly correlated with APOE4 levels and AS. Few studies have focused on the combined effect of the APOE4 gene and AS on cognitive function. Therefore, this study aimed to investigate the effect of APOE4 gene and AS acting together on cognitive function through dyslipidaemia levels, which could provide certain scientific research value for future studies. METHODS A multi-stage cluster sampling method was used to investigate older adults aged 60 years and above in rural areas of Guizhou, China. The demographic sociological characteristics were collected, and laboratory tests, blood lipid measurements, and physical examinations were performed. Mini-Mental State Examination (MMSE) was used to determine cognitive function. Analysis of variance with two-factor factorial design was used to analyse the interaction between the APOE4 gene and AS on cognitive function and its domains. RESULTS A total of 549 elderly subjects were eligible for this study. The result of the factorial design analysis revealed there was a significant interaction between the APOE4 gene and AS in terms of attention and numeracy (F = 6.878, P = 0.009). CONCLUSIONS The combination of the APOE4 gene and AS leads to a decrease in the level of attention and numeracy domains, and certain attention should be focused on such populations in the future.
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Affiliation(s)
- Fang Qu
- School of Public Health, Guizhou Medical University, Guiyang, China
| | - Xing Yang
- School of Medicine and Health Management, Guizhou Medical University, Guiyang, China
| | - Jingyuan Yang
- School of Public Health, Guizhou Medical University, Guiyang, China
| | - Quanxiang Zhou
- Department of Medicine, Qiannan Medical College for Nationalities, Duyun, China
| | - Xi Yang
- School of Public Health, Guizhou Medical University, Guiyang, China
| | - Mingyan Chen
- School of Public Health, Guizhou Medical University, Guiyang, China
| | - Yan Xiong
- School of Public Health, Guizhou Medical University, Guiyang, China
| | - Yuxin Hu
- School of Public Health, Guizhou Medical University, Guiyang, China
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Zamarian L, Fürstenberg KMA, Gamboz N, Delazer M. Understanding of Numerical Information during the COVID-19 Pandemic. Brain Sci 2021; 11:brainsci11091230. [PMID: 34573250 PMCID: PMC8469984 DOI: 10.3390/brainsci11091230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 09/10/2021] [Accepted: 09/13/2021] [Indexed: 11/16/2022] Open
Abstract
Media news during the Coronavirus Disease 2019 (COVID-19) pandemic often entail complex numerical concepts such as exponential increase or reproduction number. This study investigated whether people have difficulties in understanding such information and whether these difficulties are related to numerical competence, reflective thinking, and risk proneness. One hundred sixty-three participants provided answers to a numeracy scale focusing on complex numerical concepts relevant to COVID-19 (COV Numeracy Scale). They also provided responses to well-established objective and subjective scales, questions about affective states, and questions about the COVID-19 pandemic. Higher scores on the COV Numeracy Scale correlated with higher scores on the Health Numeracy Scale, in the Cognitive Reflection Test (CRT), and in self-assessments of verbal comprehension, mathematical intelligence, and subjective numeracy. Interestingly, scores on the COV Numeracy Scale also positively correlated with the number of consulted information sources about COVID-19. Accuracy in the CRT emerged as a significant predictor, explaining ca. 14% of variance on the COV Numeracy Scale. The results suggest that people with lower reflective thinking skills and lower subjective and objective numerical competence can be more at disadvantage when confronted with COVID-related numerical information in everyday life. These findings advise caution in the communication of relevant public health information that entails complex numerical concepts.
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Affiliation(s)
- Laura Zamarian
- Department of Neurology, Medical University of Innsbruck, 6020 Innsbruck, Austria;
- Correspondence:
| | | | - Nadia Gamboz
- Laboratory of Experimental Psychology, Suor Orsola Benincasa University of Naples, 80135 Naples, Italy;
| | - Margarete Delazer
- Department of Neurology, Medical University of Innsbruck, 6020 Innsbruck, Austria;
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Wolfe K, Sirota M, Clarke ADF. Age differences in COVID-19 risk-taking, and the relationship with risk attitude and numerical ability. ROYAL SOCIETY OPEN SCIENCE 2021; 8:201445. [PMID: 34603740 PMCID: PMC8479338 DOI: 10.1098/rsos.201445] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 09/17/2021] [Indexed: 05/09/2023]
Abstract
This study aimed to investigate age differences in risk-taking concerning the coronavirus pandemic, while disentangling the contribution of risk attitude, objective risk and numeracy. We tested (i) whether older and younger adults differed in taking coronavirus-related health risks, (ii) whether there are age differences in coronavirus risk, risk attitude and numerical ability and (iii) whether these age differences in coronavirus risk, attitude and numerical ability are related to coronavirus risk-taking. The study was observational, with measures presented to all participants in random order. A sample of 469 participants reported their coronavirus-related risk-taking behaviour, objective risk, risk attitude towards health and safety risks, numerical ability and risk perception. Our findings show that age was significantly related to coronavirus risk-taking, with younger adults taking more risk, and that this was partially mediated by higher numeracy, but not objective risk or risk attitude. Exploratory analyses suggest that risk perception for self and others partially mediated age differences in coronavirus risk-taking. The findings of this study may better our understanding of why age groups differ in their adoption of protective behaviours during a pandemic and contribute to the debate whether age differences in risk-taking occur due to decline in abilities or changes in risk attitude.
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Affiliation(s)
- Kelly Wolfe
- Department of Psychology, University of Essex, Wivenhoe Park, Colchester, Essex CO4 3SQ, UK
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, The University of Edinburgh, 7 George Square, Edinburgh EH8 9AD, UK
| | - Miroslav Sirota
- Department of Psychology, University of Essex, Wivenhoe Park, Colchester, Essex CO4 3SQ, UK
| | - Alasdair D. F. Clarke
- Department of Psychology, University of Essex, Wivenhoe Park, Colchester, Essex CO4 3SQ, UK
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8
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Burgio F, Danesin L, Benavides-Varela S, Meneghello F, Butterworth B, Arcara G, Semenza C. Numerical activities of daily living: a short version. Neurol Sci 2021; 43:967-978. [PMID: 34164749 DOI: 10.1007/s10072-021-05391-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 06/07/2021] [Indexed: 10/21/2022]
Abstract
Specific impairments in numerical functions may cause severe problems in everyday life that cannot be inferred from the available scales evaluating instrumental activities of daily living. The Numerical Activities of Daily living (NADL) is a battery designed to assess the patient's performance in everyday activities involving numbers (Informal Test) and in more scholastic capacities (Formal Test). A downside of this battery is its duration (45 min). The aim of the present study is to build a shorter version of NADL to make it more suitable for clinical and research purposes. The shortening procedure involved only the Formal test, and followed two steps: (i) a correlation of subtests with the general scores, and (ii) an item-analysis within the subtests previously showing higher correlations. Correlations between NADL-Short and NADL original version, and the new cut-offs were calculated. Lastly, the relationship between NADL-Short and other brief cognitive screening tests used in the clinical practice was evaluated in neurological patients and healthy controls. The NADL-Short includes the original Informal Test and the shortened Formal Test. It is a quick and easy clinical tool (15 min) to assess numerical abilities applied to informal and formal situations. It correlates highly with the original battery (Kendall's tau greater than 0.6 across tasks) and the cut-offs correctly identify impaired performance (accuracy of 95% or above). Correlation analysis showed a low positive correlation between NADL-Short and other brief cognitive scales. These findings suggest that it is appropriate to use specific tools to make inferences about a person's numerical abilities.
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Affiliation(s)
- Francesca Burgio
- San Camillo Hospital, IRCCS, Via Alberoni 70, 30126, Venice, Italy.
| | - Laura Danesin
- San Camillo Hospital, IRCCS, Via Alberoni 70, 30126, Venice, Italy
| | - Silvia Benavides-Varela
- Department of Developmental Psychology and Socialization, University of Padova, Padua, Italy.,Department of Neuroscience (Padova Neuroscience Center), University of Padova, Padua, Italy
| | | | | | - Giorgio Arcara
- San Camillo Hospital, IRCCS, Via Alberoni 70, 30126, Venice, Italy
| | - Carlo Semenza
- Department of Neuroscience (Padova Neuroscience Center), University of Padova, Padua, Italy
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9
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Mulas I, Ruiu M, Fastame MC. The role of cognitive reserve as mediator for addition and multiplication skills in late adulthood. Aging Clin Exp Res 2021; 33:1377-1382. [PMID: 32557230 DOI: 10.1007/s40520-020-01632-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 06/09/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND The role played by cognitive reserve for the maintenance of numeracy skills in late adulthood is still not sufficiently explored. AIMS This study mainly investigated whether cognitive reserve (i.e., vocabulary) mediates on the relationship between non-verbal reasoning and addition and multiplication skills of older individuals. Moreover, the impact of schooling and gender on written calculation was examined, controlling for the effect of cognitive decline. METHODS One hundred and six 68-94-year-old participants completed a battery of tests assessing numeracy, executive functions, and cognitive reserve skills. RESULTS Significant correlations were found between age, cognitive reserve, numeracy, and executive functions measures. Besides, mediation analyses indicated that cognitive reserve and non-verbal reasoning explain 23% and 29% of the variance in written addition and multiplication conditions, respectively. Finally, more educated individuals performed better numeracy tasks, whereas the solution of additions and multiplications was not impact by gender. CONCLUSIONS Cognitive reserve impacts numeracy in late adulthood.
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Affiliation(s)
- Ilaria Mulas
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Via Is Mirrionis 1, 09123, Cagliari, Italy
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Via Is Mirrionis 1, 09123, Cagliari, Italy
| | - Marilena Ruiu
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Via Is Mirrionis 1, 09123, Cagliari, Italy
| | - Maria Chiara Fastame
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Via Is Mirrionis 1, 09123, Cagliari, Italy.
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Loenneker HD, Becker S, Nussbaum S, Nuerk HC, Liepelt-Scarfone I. Arithmetic Errors in Financial Contexts in Parkinson's Disease. Front Psychol 2021; 12:629984. [PMID: 33935881 PMCID: PMC8079777 DOI: 10.3389/fpsyg.2021.629984] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 03/12/2021] [Indexed: 11/29/2022] Open
Abstract
Research on dyscalculia in neurodegenerative diseases is still scarce, despite high impact on patients' independence and activities of daily living function. Most studies address Alzheimer's Disease; however, patients with Parkinson's Disease (PD) also have a higher risk for cognitive impairment while the relation to arithmetic deficits in financial contexts has rarely been studied. Therefore, the current exploratory study investigates deficits in two simple arithmetic tasks in financial contexts administered within the Clinical Dementia Rating in a sample of 100 PD patients. Patients were classified as cognitively normal (PD-NC) or mildly impaired (PD-MCI) according to Level I consensus criteria, and assessed using a comprehensive neuropsychological test battery, neurological motor examination, and sociodemographic and clinical questionnaires. In total, 18% showed arithmetic deficits: they were predominately female, had longer disease duration, more impaired global cognition, but minor signs of depression compared to PD patients without arithmetic deficits. When correcting for clinical and sociodemographic confounders, greater impairments in attention and visuo-spatial/constructional domains predicted occurrence of arithmetic deficits. The type of deficit did not seem to be arbitrary but seemed to involve impaired place × value processing frequently. Our results argue for the importance of further systematic investigations of arithmetic deficits in PD with sensitive tests to confirm the results of our exploratory study that a specific subgroup of PD patients present themselves with dyscalculia.
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Affiliation(s)
- Hannah D. Loenneker
- Department of Psychology, Diagnostics and Cognitive Neuropsychology, Eberhard Karls Universität Tübingen, Tübingen, Germany
| | - Sara Becker
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, Tübingen, Germany
| | - Susanne Nussbaum
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, Tübingen, Germany
| | - Hans-Christoph Nuerk
- Department of Psychology, Diagnostics and Cognitive Neuropsychology, Eberhard Karls Universität Tübingen, Tübingen, Germany
| | - Inga Liepelt-Scarfone
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, Tübingen, Germany
- German Centre for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- IB Hochschule für Gesundheit und Soziales, Stuttgart, Germany
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11
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Zamarian L, Karner E, Bodner T, Djamshidian A, Delazer M. Differential Impact of Education on Cognitive Performance in Neurological Patients with Progressive Cognitive Decline. J Alzheimers Dis 2021; 80:1491-1501. [PMID: 33720899 DOI: 10.3233/jad-201608] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Education has a protective effect toward cognitive decline in advanced age and is an important factor contributing to cognitive reserve. OBJECTIVE To elucidate the interaction effect of education and global mental status on cognitive performance of older patients with progressive cognitive decline. METHODS This retrospective study included 1,392 patients. We performed moderation regressions to examine the interaction between education and global mental status (Mini-Mental State Examination (MMSE) score) on performance in episodic memory, executive functions (EF), language, and constructional praxis tests. Significant interaction effects were further explored through separate linear regressions by MMSE level (inferior: ≤24; intermediate: 25-27; superior: 28-30). RESULTS There was an interaction between MMSE and education for some but not all variables. At intermediate and superior MMSE levels, high-educated people had a clear advantage relative to low-educated people in verbal memory and EF tests. This advantage was not significant at an inferior MMSE level. In object naming, constructional praxis recall, and constructional praxis, high-educated people performed better than low-educated people, independently of MMSE level. CONCLUSION Education has a differential effect on cognitive performance in patients with cognitive decline. While high education is not helpful for episodic memory and EF at low cognitive levels, it is still beneficial for retrieving words or other semantic knowledge. These findings suggest an interaction between global mental status and education on different cognitive domains and have strong clinical implications. Diagnostic judgments should be based on the knowledge of such interaction. This study highlights the beneficial but selective effects of high education.
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Affiliation(s)
- Laura Zamarian
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Elfriede Karner
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Thomas Bodner
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Atbin Djamshidian
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Margarete Delazer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
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12
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McGowan AL, Chandler MC, Pontifex MB. Aerobic fitness relates to superior exact and approximate arithmetic processing in college-aged adults. Trends Neurosci Educ 2021; 23:100154. [PMID: 34006363 DOI: 10.1016/j.tine.2021.100154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 02/20/2021] [Accepted: 03/10/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Aerobic fitness relates to superior math achievement, but the underlying reasons remain unclear. This study tested how more efficient processing (efficiency hypothesis) or enhanced allocation of cognitive resources (resources hypothesis) underly fitness-related differences in arithmetic cognition in a sample of 138 college-aged adults. METHOD Participants completed an arithmetic task while pupillary measures were recorded prior to an aerobic fitness test. RESULTS Higher aerobic fitness was associated with shorter reaction time for all problems and greater pupillary reactivity for problems requiring approximate and exact arithmetic. CONCLUSIONS Superior aerobic fitness relates to greater cognitive resources available to execute exact and approximate arithmetic faster. Fitness-related differences in math achievement may be driven by the cognitive resources underlying arithmetic strategy. These differences may extend beyond educational achievement and affect the motivation to engage in health behaviors based on quantitative information. Thus, improving cardiovascular fitness has the potential to also ameliorate health numeracy.
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Affiliation(s)
- Amanda L McGowan
- Department of Kinesiology Michigan State University, 308 W. Circle Drive, 38 IM Sports Circle, East Lansing, MI, United States, 48823.
| | - Madison C Chandler
- Department of Kinesiology Michigan State University, 308 W. Circle Drive, 38 IM Sports Circle, East Lansing, MI, United States, 48823
| | - Matthew B Pontifex
- Department of Kinesiology Michigan State University, 308 W. Circle Drive, 38 IM Sports Circle, East Lansing, MI, United States, 48823
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Feldman R. Physicians Treating Alzheimer's Disease Patients Should Be Aware that Televised Direct-to-Consumer Advertising Links More Strongly to Drug Utilization in Older Patients. J Alzheimers Dis 2021; 81:1169-1179. [PMID: 33843688 PMCID: PMC8293633 DOI: 10.3233/jad-210294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2021] [Indexed: 11/23/2022]
Abstract
BACKGROUND US direct-to-consumer advertising spending for medicine has soared in recent decades. Advertising has been shown to impact drug utilization. Most Alzheimer's disease patients are above age 65 and may take a range of prescription medications for various disease states. OBJECTIVE To investigate how direct-to-consumer advertising is associated with the drug utilization of patients ≥65 years old. METHODS Using advertising expenditure data and Medicare Part D drug purchase claims, we performed regression analyses for each of the highest-spending drugs and age group, with cumulative monthly spending as the predictor variable and drug utilization as the response variable. For each drug, we ran a second set of regression analyses to determine if the spending-utilization correlation showed a significant difference between the two patient age groups (older than 65, younger than 65). RESULTS For all 14 drugs in our study, advertising spending is positively correlated with utilization (p < 0.01) in both age groups. For seven of the 14 drugs studied, the difference in the utilization of patients older than 65 and the utilization of patients younger than 65 is statistically significant at a p < 0.01 level. The 65-and-older age bracket exhibits significantly greater utilization for all seven of these drugs. CONCLUSION We find televised advertising for certain drugs to be associated with significantly stronger drug utilization among seniors, as compared to younger patients. Alzheimer's disease physicians should be aware of this result, in light of the medications that patients may take for other disease states, particularly mood and mental health medications.
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Affiliation(s)
- Robin Feldman
- Arthur J. Goldberg Distinguished Professor of Law and Director of the Center for Innovation at University of California, Hastings Law, San Francisco, CA, USA
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14
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Fastame MC, Melis S. Numeracy Skills, Cognitive Reserve, and Psychological Well-Being: What Relationship in Late Adult Lifespan? Behav Sci (Basel) 2020; 10:E176. [PMID: 33266459 PMCID: PMC7700381 DOI: 10.3390/bs10110176] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 11/18/2020] [Accepted: 11/20/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The capacity of understanding and manipulating numerical stimuli (i.e., numeracy) can impact decision making. This investigation was conducted to examine whether number comprehension and mental calculation predict hedonic (i.e., Scale of Positive and Negative Experience, SPANE) and eudaimonic (i.e., Flourishing Scale) well-being in late adulthood, and whether cognitive reserve (i.e., education, time spent for gardening, and time spent for leisure activities) and non-verbal reasoning predict numeracy skills of old adults. Additionally, the effect of age on numeracy was examined, controlling for the effect of education and cognitive efficiency. METHODS One hundred and fifty-eight (i.e., 65-94 years old) community-dwellers completed a battery of tools assessing numeracy, cognitive and metacognitive efficiency, and psychological well-being. RESULTS Number comprehension, metacognition, time spent for leisure, and perceived physical health accounted for 23% of the variance in the SPANE condition, whereas metacognition, perceived physical health, time for leisure, and education explained 15% of the variance in the Flourishing condition. Moreover, cognitive reserve assessed in terms of vocabulary and education predicted mental calculation. Finally, aging significantly impacted the mental calculation performance of older participants. CONCLUSIONS These findings suggest that numeracy skills can selectively impact the mental health and daily life of older adults.
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Affiliation(s)
- Maria Chiara Fastame
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Via Is Mirrionis 1, 09123 Cagliari, Italy;
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15
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Kavé G, Sapir-Yogev S, Zamsh O, Waintraub N. Explaining vocabulary knowledge in adulthood through comparison with knowledge of math concepts. AGING NEUROPSYCHOLOGY AND COGNITION 2020; 29:34-47. [PMID: 33208042 DOI: 10.1080/13825585.2020.1846675] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Previous research has assumed that all types of semantic knowledge are similarly affected by aging. We investigate whether knowledge of vocabulary and math concepts show comparable lifetime change. A sample of 252 participants aged 17-91 completed two multiple-choice tasks that examined knowledge of infrequent word meanings and knowledge of basic math concepts. Up to age 64, vocabulary scores improved, whereas math scores remained stable. After that age, vocabulary scores remained stable, while math scores declined. We suggest that the fact that the learning and use of infrequent vocabulary are incidental, incremental, and contextual contributes to maintenance of word knowledge into old age. In contrast, learning of basic math concepts occurs relatively early in life in an intentional manner, and both learning and use of these concepts involve constrained contexts. Thus, the nature of the acquisition and use of semantic knowledge across the lifespan affects its fate in old age.
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Affiliation(s)
| | | | - Ori Zamsh
- The Open University, Ra'anana, Israel
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16
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Ratcliff R, McKoon G. Examining aging and numerosity using an integrated diffusion model. J Exp Psychol Learn Mem Cogn 2020; 46:2128-2152. [PMID: 32730057 PMCID: PMC8054446 DOI: 10.1037/xlm0000937] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Two experiments are presented that use tasks common in research in numerical cognition with young adults and older adults as subjects. In these tasks, one or two arrays of dots are displayed, and subjects decide whether there are more or fewer dots of one kind than another. Results show that older adults, relative to young adults, tend to rely more on the perceptual feature, area, in making numerosity judgments when area is correlated with numerosity. Also, convex hull unexpectedly shows different effects depending on the task (being either correlated with numerosity or anticorrelated). Accuracy and response time (RT) data are interpreted with the integration of the diffusion decision model with models for the representation of numerosity. One model assumes that the representation of the difference depends on the difference between the numerosities and that standard deviations (SDs) increase linearly with numerosity, and the other model assumes a log representation with constant SDs. The representational models have coefficients that are applied to differences between two numerosities to produce drift rates and SDs in drift rates in the decision process. The two tasks produce qualitatively different patterns of RTs: One model fits results from one task, but the results are mixed for the other task. The effects of age on model parameters show a modest decrease in evidence driving the decision process, an increase in the duration of processes outside the decision process (nondecision time), and an increase in the amount of evidence needed to make a decision (boundary separation). (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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17
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Zamarian L, Lenhart L, Nagele M, Steiger R, Gizewski ER, Benke T, Scherfler C, Delazer M. Effects of Cognitive Functioning and Education on Later-Life Health Numeracy. Gerontology 2020; 66:582-592. [PMID: 32980844 DOI: 10.1159/000510092] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 07/13/2020] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Previous studies have shown an association between a high health numeracy and good cognitive functioning. OBJECTIVE To investigate the moderation effect of education on this relationship and which brain structures support health numeracy. METHODS We examined 70 healthy older persons (66% females; mean ± SD: age, 75.73 ± 4.52 years; education, 12.21 ± 2.94 years). The participants underwent a T1-weighted 3-T MRI and a neuropsychological assessment including a health numeracy task. Statistical parametric mapping was applied to identify focal changes in cortical thickness throughout the entire brain and to correlate image parameters with behavioral measures. RESULTS Executive functions and mental calculation emerged as predictors of health numeracy (B = 0.22, p < 0.05, and B = 0.38, p < 0.01). An interaction was found between education and executive functions (B = -0.16, p = 0.01) and between education and mental calculation (B = -0.11, p < 0.05). Executive functions and mental calculation had an impact on health numeracy in participants with a low to intermediate edu-cation (≤12 years) but not in those with a higher education (>12 years). Health numeracy scores were associated with cortical thickness in the right dorsomedial prefrontal cortex and the right superior temporal gyrus (p = 0.01). CONCLUSIONS Older people with a higher education perform better in health numeracy tasks than those with a lower education. They have access to previously acquired knowledge about ratio concepts and do not need to rely on executive functions and computational skills. This is highly relevant when decisions about health care have to be made.
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Affiliation(s)
- Laura Zamarian
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria,
| | - Lukas Lenhart
- Neuroimaging Research Core Facility, Medical University of Innsbruck, Innsbruck, Austria.,Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Melanie Nagele
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Ruth Steiger
- Neuroimaging Research Core Facility, Medical University of Innsbruck, Innsbruck, Austria.,Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Elke Ruth Gizewski
- Neuroimaging Research Core Facility, Medical University of Innsbruck, Innsbruck, Austria.,Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Thomas Benke
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Christoph Scherfler
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.,Neuroimaging Research Core Facility, Medical University of Innsbruck, Innsbruck, Austria
| | - Margarete Delazer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
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18
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O'Brien EL, Hess TM. Differential focus on probability and losses between young and older adults in risky decision-making. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2020; 27:532-552. [PMID: 31355695 PMCID: PMC6987007 DOI: 10.1080/13825585.2019.1642442] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 07/05/2019] [Indexed: 10/26/2022]
Abstract
We examined young and older adults' use of descriptive information about risk (i.e., probability and expected value) in financial decision-making. In Experiment 1, participants chose between lotteries in pairs of bets that offered either two risky gains or one risky gain and one sure gain. Whereas they showed a strong and indiscriminate preference for high-probability gambles in risky-risky pairs, they selected sure options at high rates and risky options at low rates in risky-sure pairs, with slightly stronger effects in older relative to young adults due to age differences in ability. Experiment 2 involved the same task but in terms of losses. Participants, especially older adults, preferred low-probability gambles not accounted for by age differences in ability. Results suggest minimal consideration of expected value and a strong focus on probabilities in decision-making. They also suggest that cognitive ability and chronic goals differentially influence age effects depending on risk context.
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Affiliation(s)
- Erica L O'Brien
- Department of Psychology, North Carolina State University, Raleigh, NC, USA
| | - Thomas M Hess
- Department of Psychology, North Carolina State University, Raleigh, NC, USA
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19
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Fastame MC, Manca C, Penna MP, Lucangeli D, Hitchcott PK. Numeracy Skills and Self-Reported Mental Health in People Aging Well. Psychiatr Q 2019; 90:629-635. [PMID: 31222690 DOI: 10.1007/s11126-019-09655-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
This study investigated the relationship between numerical accuracy (i.e, number comprehension and mental calculation) and self-reported depression in late adulthood. Whether social context (i.e., marital status) and very early cognitive decline symptoms impacted numerical performance was also examined. Ninety-four community-dwelling elderly participants were recruited in Sardinia, an Italian island characterized by increased longevity. All participants were presented a battery of tests and questionnaires assessing general cognitive efficiency, lifestyle, perceived physical health, numeracy, metacognitive and depressive responses. Number comprehension skills, time spent for gardening, metacognitive performance, and physical health predicted 26% of variance in CES-D index. Furthermore, married participants outperformed single/widowed ones in both number comprehension and mental calculation tasks. The same pattern of results was replicated when cognitively healthy controls were contrasted with participants with some signs of cognitive decline. The assessment of numeracy skills can be very informative in order to promote mental health and life quality in late adult span.
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Affiliation(s)
- Maria Chiara Fastame
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Via Is Mirrionis 1, 09123, Cagliari, Italy.
| | - Cristina Manca
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Via Is Mirrionis 1, 09123, Cagliari, Italy
| | - Maria Pietronilla Penna
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, Via Is Mirrionis 1, 09123, Cagliari, Italy
| | - Daniela Lucangeli
- Department of Developmental Psychology and Socialization, University of Padua, Padua, Italy
| | - Paul Kenneth Hitchcott
- Department of Surgery, Medical, Molecular, and Critical Area Pathology, University of Pisa, Pisa, Italy
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20
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Ng YH, Al Mawed S, Pankratz VS, Argyropoulos C, Singh P, Shaffi SK, Myaskovsky L, Unruh M, Harford A. Cognitive assessment in a predominantly Hispanic and Native American population in New Mexico and its association with kidney transplant wait-listing. Clin Transplant 2019; 33:e13674. [PMID: 31332845 DOI: 10.1111/ctr.13674] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Revised: 06/30/2019] [Accepted: 07/15/2019] [Indexed: 02/04/2023]
Abstract
The association between cognitive function and the likelihood of kidney transplant (KT) wait-listing, especially in minority populations, has not been clearly delineated. We performed a retrospective review of our pre-KT patients, who consist mainly of Hispanics and Native Americans, over a 16-month period. We collected data on baseline demographics and the Montreal Cognitive Assessment (MoCA) score, at the initial KT evaluation. We defined cognitive impairment as MoCA scores of <24. We constructed linear regression models to identify associations between baseline characteristics with MoCA scores and used Cox proportional hazards models to assess associations between MoCA score and KT wait-listing. During the study period, 154 patients completed the MoCA during their initial evaluation. Mean (standard deviation) MoCA scores were 23.9 (4.6), with 58 (38%) participants scoring <24. Advanced age, lower education and being on dialysis were associated with lower MoCA scores. For every one-point increase in MoCA, the likelihood of being wait-listed increased 1.10-fold (95% CI 1.01-1.19, P = .022). Being Native American and having kidney disease due to diabetes or hypertension were associated with longer time to wait-listing. Cognitive impairment was common in our pre-KT patients and was associated with a lower likelihood of KT wait-listing.
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Affiliation(s)
- Yue-Harn Ng
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Saleem Al Mawed
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Vernon Shane Pankratz
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Christos Argyropoulos
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Pooja Singh
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Saeed Kamran Shaffi
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Larissa Myaskovsky
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Mark Unruh
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Antonia Harford
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
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21
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Sterling MR, Silva AF, Robbins L, Dargar SK, Schapira MM, Safford MM. Let's talk numbers: a qualitative study of community-dwelling US adults to understand the role of numeracy in the management of heart failure. BMJ Open 2018; 8:e023073. [PMID: 30232115 PMCID: PMC6150136 DOI: 10.1136/bmjopen-2018-023073] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 06/19/2018] [Accepted: 08/07/2018] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE To examine the perspectives of adults with heart failure (HF) about numerical concepts integral to HF self-care. SETTING This qualitative study took place at an urban academic primary care practice. PARTICIPANTS Thirty men and women aged 47-89 years with a history of HF were recruited to participate. Eligibility criteria included: a history of HF (≥1 year), seen at the clinic within the last year, and a HF hospitalisation within the last 6 months. Non-English speakers and those with severe cognitive impairment were excluded. METHODS In-depth semistructured interviews were conducted. Participants were interviewed about numeracy across three domains of HF self-care: (1) monitoring weight,(2) maintaining a diet low in salt and (3) monitoring blood pressure. Interviews were audio-taped, transcribed verbatim and analysed using grounded theory and word cloud techniques. RESULTS Five key themes reflecting participants' attitudes towards numerical concepts pertaining to weight, diet and blood pressure were identified: (1) Communication between healthcare providers and patients is a complex, multistage process; (2) Patients possess a wide range of knowledge and understanding; (3) Social and caregiver support is critical for the application of numerical concepts; (4) Prior health experiences shape outlook towards numerical concepts and instructions and (5) Fear serves as a barrier and a facilitator to carrying out HF self-care tasks that involve numbers. The findings informed a theoretical framework of health numeracy in HF. CONCLUSION Effective communication of numerical concepts which pertain to HF self-care is highly variable. Many patients with HF lack basic understanding and numeracy skills required for adequate self-care. As such, patients rely on caregivers who may lack HF training. HF-specific training of caregivers and research that seeks to elucidate the intricacies of the patient-caregiver relationship in the context of health numeracy and HF self-care are warranted.
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Affiliation(s)
- Madeline R Sterling
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medical College, New York City, New York, USA
| | - Ariel F Silva
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medical College, New York City, New York, USA
| | - Laura Robbins
- Education and Academic Affairs, Hospital for Special Surgery, New York City, New York, USA
| | - Savira K Dargar
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medical College, New York City, New York, USA
| | - Marilyn M Schapira
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Health Equity Research and Promotion, Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
| | - Monika M Safford
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medical College, New York City, New York, USA
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22
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Zamarian L, Delazer M, Ehling R, Pertl MT, Bsteh G, Wenter J, Glatzl S, Brenneis C, Benke T, Berger T. Improvement of medical judgments by numerical training in patients with multiple sclerosis. Eur J Neurol 2018; 26:106-112. [PMID: 30117230 PMCID: PMC6586155 DOI: 10.1111/ene.13778] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 08/09/2018] [Indexed: 11/30/2022]
Abstract
Background and purpose People with multiple sclerosis (MS) have to face important decisions with regard to their medical treatment. The aim of this study was to evaluate whether a targeted cognitive training reduces framing effects and thus improves medical judgments. Methods This was a randomized, double‐blind, cross‐over study enrolling patients with relapsing‐remitting MS and healthy controls (HCs). Participants were randomly assigned to training order A (first week, numerical training; second week, control training) or B (reverse order). The primary endpoint was changed in a framing task score (framing effect). In the framing task, participants evaluated the success of fictive medications on a 7‐point scale. Medications were described in either positive or negative terms. Results A total of 37 patients and 73 HCs performed either training order A (n = 56) or B (n = 54). The framing effect decreased after the numerical training regardless of training order. No such decrease was found after the control training. Mean change in framing effect was −0.3 ± 0.8 after the numerical training and 0.03 ± 0.6 after the control training. This specific effect of training type was comparable between groups. Conclusion Judgments of medical information improve in both patients with relapsing‐remitting MS and HCs after a targeted numerical training. Thus, a specific cognitive intervention may help patients making informed decisions.
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Affiliation(s)
- L Zamarian
- Medical University of Innsbruck, Innsbruck, Austria
| | - M Delazer
- Medical University of Innsbruck, Innsbruck, Austria
| | - R Ehling
- Clinic for Rehabilitation Münster, Münster, Austria
| | - M-T Pertl
- Medical University of Innsbruck, Innsbruck, Austria
| | - G Bsteh
- Medical University of Innsbruck, Innsbruck, Austria
| | - J Wenter
- Clinic for Rehabilitation Münster, Münster, Austria
| | - S Glatzl
- Clinic for Rehabilitation Münster, Münster, Austria
| | - C Brenneis
- Clinic for Rehabilitation Münster, Münster, Austria
| | - T Benke
- Medical University of Innsbruck, Innsbruck, Austria
| | - T Berger
- Medical University of Innsbruck, Innsbruck, Austria
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23
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Mueller SM, Brand M. Approximate Number Processing Skills Contribute to Decision Making Under Objective Risk: Interactions With Executive Functions and Objective Numeracy. Front Psychol 2018; 9:1202. [PMID: 30057562 PMCID: PMC6053537 DOI: 10.3389/fpsyg.2018.01202] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Accepted: 06/22/2018] [Indexed: 01/29/2023] Open
Abstract
Research on the cognitive abilities involved in decision making has shown that, under objective risk conditions (i.e., when explicit information about possible outcomes and risks is available), superior decisions are especially predicted by executive functions and exact number processing skills, also referred to as objective numeracy. So far, decision-making research has mainly focused on exact number processing skills, such as performing calculations or transformations of symbolic numbers. There is evidence that such exact numeric skills are based on approximate number processing (ANP) skills, which enable quick and accurate processing of non-symbolic numbers (e.g., Chen and Li, 2014). Very few studies, however, have investigated ANP skills in the context of risky decision making and have analyzed direct associations among the aforementioned sub functions. Possible interactions between the closely related skills have not been considered. The current study (N = 128) examines interactions of ANP skills with executive functions and objective numeracy, in predicting risky choice behavior. ANP skills are represented by the accuracy in a dot-comparison task. Decision making is measured by two versions of the Game of Dice Task (GDT), which place different emphases on the reflection of potential risks. The results show two-way as well as three-way interactions between the measures of ANP skills, executive functions, and objective numeracy in predicting risky decisions in both GDT versions. The riskiest decisions were most frequently made in case of low scores in all of the three competencies, while good performance in any one of them resulted in significant reductions of disadvantageous decisions. The findings indicate that high ANP skills can positively affect choice behavior in individuals who have weaknesses in reflectively attributed skills, namely executive functions and objective numeracy. Potential compensatory effects and mechanisms of ANP in decision making are discussed.
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Affiliation(s)
- Silke M Mueller
- General Psychology: Cognition and Center for Behavioral Addiction Research, University of Duisburg-Essen, Duisburg, Germany
| | - Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research, University of Duisburg-Essen, Duisburg, Germany.,Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany
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24
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Burgio F, Delazer M, Meneghello F, Pertl MT, Semenza C, Zamarian L. Cognitive Training Improves Ratio Processing and Decision Making in Patients with Mild Cognitive Impairment. J Alzheimers Dis 2018; 64:1213-1226. [DOI: 10.3233/jad-180461] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
| | | | | | | | - Carlo Semenza
- San Camillo Hospital IRCCS, Venice, Italy
- Department of Neuroscience (Padova Neuroscience Center), University of Padua, Italy
| | - Laura Zamarian
- Department of Neurology, Medical University of Innsbruck, Austria
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25
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Pertl MT, Benke T, Zamarian L, Delazer M. Effects of Healthy Aging and Mild Cognitive Impairment on a Real-Life Decision-Making Task. J Alzheimers Dis 2018; 58:1077-1087. [PMID: 28527216 DOI: 10.3233/jad-170119] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
In this study, we investigated the effects of age and of mild cognitive impairment (MCI) on decision making under risk by adopting a task representing real-life health-related situations and involving complex numerical information. Moreover, we assessed the relationship of real-life decision making to other cognitive functions such as number processing, executive functions, language, memory, and attention. For this reason, we compared the performance of 19 healthy, relatively younger adults with that of 18 healthy older adults and the performance of the 18 healthy older adults with that of 17 patients with MCI. Results indicated difficulties in real-life decision making for the healthy older adults compared with the healthy, relatively younger adults. Difficulties of patients with MCI relative to the healthy older adults arose in particular in difficult items requiring processing of frequencies and fractions. Significant effects of age and of MCI in processing frequencies were also evident in a ratio number comparison task. Decision-making performance of healthy participants and of the patient group correlated significantly with number processing. There was a further significant correlation with executive functions for the healthy participants and with reading comprehension for the patients. Our results suggest that healthy older individuals and patients with MCI make less advantageous decisions when the information is complex and high demands are put on executive functions and numerical abilities. Moreover, we show that executive functions and numerical abilities are not only essential in laboratory gambling tasks but also in more realistic and ecological decision situations within the health context.
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Affiliation(s)
- Marie-Theres Pertl
- Department of Neurology, Medical University Innsbruck, Innsbruck, Austria.,Department of Psychology, Leopold Franzens University, Innsbruck, Austria
| | - Thomas Benke
- Department of Neurology, Medical University Innsbruck, Innsbruck, Austria
| | - Laura Zamarian
- Department of Neurology, Medical University Innsbruck, Innsbruck, Austria
| | - Margarete Delazer
- Department of Neurology, Medical University Innsbruck, Innsbruck, Austria
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Zamarian L, Scherfler C, Kremser C, Pertl MT, Gizewski E, Benke T, Delazer M. Arithmetic learning in advanced age. PLoS One 2018; 13:e0193529. [PMID: 29489905 PMCID: PMC5831411 DOI: 10.1371/journal.pone.0193529] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 02/13/2018] [Indexed: 11/18/2022] Open
Abstract
Acquisition of numerical knowledge and understanding of numerical information are crucial for coping with the changing demands of our digital society. In this study, we assessed arithmetic learning in older and younger individuals in a training experiment including brain imaging. In particular, we assessed age-related effects of training intensity, prior arithmetic competence, and neuropsychological variables on the acquisition of new arithmetic knowledge and on the transfer to new, unknown problems. Effects were assessed immediately after training and after 3 months. Behavioural results showed higher training effects for younger individuals than for older individuals and significantly better performance after 90 problem repetitions than after 30 repetitions in both age groups. A correlation analysis indicated that older adults with lower memory and executive functions at baseline could profit more from intensive training. Similarly, training effects in the younger group were higher for those individuals who had lower arithmetic competence and executive functions prior to intervention. In younger adults, successful transfer was associated with higher executive functions. Memory and set-shifting emerged as significant predictors of training effects in the older group. For the younger group, prior arithmetic competence was a significant predictor of training effects, while cognitive flexibility was a predictor of transfer effects. After training, a subgroup of participants underwent an MRI assessment. A voxel-based morphometry analysis showed a significant interaction between training effects and grey matter volume of the right middle temporal gyrus extending to the angular gyrus for the younger group relative to the older group. The reverse contrast (older group vs. younger group) did not yield any significant results. These results suggest that improvements in arithmetic competence are supported by temporo-parietal areas in the right hemisphere in younger participants, while learning in older people might be more widespread. Overall, our study indicates that arithmetic learning depends on the training intensity as well as on person-related factors including individual age, arithmetic competence before training, memory, and executive functions. In conclusion, we suggest that major progress can be also achieved by older participants, but that interventions have to take into account individual variables in order to provide maximal benefit.
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Affiliation(s)
- Laura Zamarian
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
- * E-mail:
| | - Christoph Scherfler
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
- Neuroimaging Research Core Facility, Medical University of Innsbruck, Innsbruck, Austria
| | - Christian Kremser
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Marie-Theres Pertl
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Elke Gizewski
- Neuroimaging Research Core Facility, Medical University of Innsbruck, Innsbruck, Austria
- Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Thomas Benke
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Margarete Delazer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
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Mueller SM, Schiebener J, Delazer M, Brand M. Risk approximation in decision making: approximative numeric abilities predict advantageous decisions under objective risk. Cogn Process 2018; 19:297-315. [PMID: 29357078 DOI: 10.1007/s10339-018-0854-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 01/11/2018] [Indexed: 01/29/2023]
Abstract
Many decision situations in everyday life involve mathematical considerations. In decisions under objective risk, i.e., when explicit numeric information is available, executive functions and abilities to handle exact numbers and ratios are predictors of objectively advantageous choices. Although still debated, exact numeric abilities, e.g., normative calculation skills, are assumed to be related to approximate number processing skills. The current study investigates the effects of approximative numeric abilities on decision making under objective risk. Participants (N = 153) performed a paradigm measuring number-comparison, quantity-estimation, risk-estimation, and decision-making skills on the basis of rapid dot comparisons. Additionally, a risky decision-making task with exact numeric information was administered, as well as tasks measuring executive functions and exact numeric abilities, e.g., mental calculation and ratio processing skills, were conducted. Approximative numeric abilities significantly predicted advantageous decision making, even beyond the effects of executive functions and exact numeric skills. Especially being able to make accurate risk estimations seemed to contribute to superior choices. We recommend approximation skills and approximate number processing to be subject of future investigations on decision making under risk.
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Affiliation(s)
- Silke M Mueller
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Forsthausweg 2, 47057, Duisburg, Germany
| | - Johannes Schiebener
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Forsthausweg 2, 47057, Duisburg, Germany
| | - Margarete Delazer
- Clinical Department of Neurology, Innsbruck Medical University, Innsbruck, Austria
| | - Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Forsthausweg 2, 47057, Duisburg, Germany. .,Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany.
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Hess TM, O'Brien EL, Growney CM, Hafer JG. Use of descriptive and experiential information in decision making by young and older adults. AGING NEUROPSYCHOLOGY AND COGNITION 2017; 25:500-519. [PMID: 28492092 DOI: 10.1080/13825585.2017.1327014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Age differences involving decision by description versus decision by experience were examined using the same general task structure to facilitate comparisons across decision types. Experiment 1 compared younger (19-43 years) and older (65-85 years) adults in four different experimental conditions involving a choice between a low-risk, low-return bet versus a high-risk, high-return bet. Experiment 2 compared young (18-27 years) to older (60-87 years) adults using similar experimental conditions, but with decisions involving a risky versus a certain option. Contrary to expectations, minimal differences were observed between ages in either study. Higher levels of ability and numeracy were associated with better performance and greater ability to benefit from experience, but the impact of these factors was not moderated by age. The results suggest that factors other than the simple distinction between decisions by description versus experience are necessary to characterize the nature of age effects in decision-making.
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Affiliation(s)
- Thomas M Hess
- a Department of Psychology , North Carolina State University , Raleigh , USA
| | - Erica L O'Brien
- a Department of Psychology , North Carolina State University , Raleigh , USA
| | - Claire M Growney
- a Department of Psychology , North Carolina State University , Raleigh , USA
| | - Julia G Hafer
- a Department of Psychology , North Carolina State University , Raleigh , USA
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Reasoning and mathematical skills contribute to normatively superior decision making under risk: evidence from the game of dice task. Cogn Process 2017; 18:249-260. [DOI: 10.1007/s10339-017-0813-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Accepted: 04/26/2017] [Indexed: 10/19/2022]
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30
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Stevenson M, McDowell ME, Taylor BJ. Concepts for communication about risk in dementia care: A review of the literature. DEMENTIA 2016; 17:359-390. [PMID: 27178999 DOI: 10.1177/1471301216647542] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Communication about risk is central to decisions in dementia care. This review synthesises research on risk concepts and communication in dementia. Twelve bibliographic databases and one online search engine were searched up to February 2016. Reference lists of two related literature reviews were used. Thirty-four articles were identified that focused on risk concepts; two articles related to risk communication. Concepts were often socially constructed, and perceptions may differ from actual adverse outcomes. Perceptions of risk and thresholds of risk-tolerance varied between individuals with dementia, carers and professionals. Individuals with dementia were found to behave differently from controls when making decisions involving risk information in experimental settings. Cognitive impairment was also associated with lower health numeracy. These findings highlight the importance of communication between stakeholders when making decisions and of presenting information in an appropriate way to support informed and positive risk taking. Research is required on risk communication in dementia.
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Affiliation(s)
- Mabel Stevenson
- School of Sociology & Applied Social Studies, Ulster University, Northern Ireland
| | | | - Brian J Taylor
- School of Sociology & Applied Social Studies, Ulster University, Northern Ireland
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Pertl MT, Benke T, Zamarian L, Delazer M. Decision Making and Ratio Processing in Patients with Mild Cognitive Impairment. J Alzheimers Dis 2015; 48:765-79. [PMID: 26402094 DOI: 10.3233/jad-150291] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Marie-Theres Pertl
- Department of Neurology, Medical University of Innsbruck, Austria
- Department of Psychology, Leopold Franzens University, Innsbruck, Austria
| | - Thomas Benke
- Department of Neurology, Medical University of Innsbruck, Austria
| | - Laura Zamarian
- Department of Neurology, Medical University of Innsbruck, Austria
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Anatomical substrates and neurocognitive predictors of daily numerical abilities in mild cognitive impairment. Cortex 2015; 71:58-67. [DOI: 10.1016/j.cortex.2015.05.031] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Revised: 04/10/2015] [Accepted: 05/29/2015] [Indexed: 12/13/2022]
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Brand M, Schiebener J, Pertl MT, Delazer M. Know the risk, take the win: how executive functions and probability processing influence advantageous decision making under risk conditions. J Clin Exp Neuropsychol 2014; 36:914-29. [PMID: 25252799 DOI: 10.1080/13803395.2014.955783] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Recent models on decision making under risk conditions have suggested that numerical abilities are important ingredients of advantageous decision-making performance, but empirical evidence is still limited. The results of our first study show that logical reasoning and basic mental calculation capacities predict ratio processing and that ratio processing predicts decision making under risk. In the second study, logical reasoning together with executive functions predicted probability processing (numeracy and probability knowledge), and probability processing predicted decision making under risk. These findings suggest that increasing an individual's understanding of ratios and probabilities should lead to more advantageous decisions under risk conditions.
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Affiliation(s)
- Matthias Brand
- a General Psychology: Cognition , University of Duisburg-Essen , Duisburg , Germany
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