The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Understanding Pensions: Cognitive Function, Numerical Ability and Retirement Saving*
Open accessAbstract
In a world of declining state pension provision, it is becoming increasingly important that individuals are able to understand the financial choices they face and can choose savings products, portfolios and contribution rates accordingly. In this paper, we look at numerical ability and other dimensions of cognitive function in a sample of older adults in England and examine the extent to which these abilities are correlated with various measures of wealth and retirement saving outcomes. As well as finding that relatively large fractions of the older population can be seen to have low levels of numeracy, we show that numeracy levels are strongly correlated with measures of retirement saving and investment portfolios, even when controlling for other dimensions of cognitive ability as well as educational attainment. Numeracy is also related to knowledge and understanding of pension arrangements, and with perceived financial security. In the short run, there may be a role for targeting simple retirement planning information at low‐numeracy, low‐education groups; a longer‐run goal for retirement saving policy might be to improve numeracy levels more generally.
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“They also review a number of studies which find a positive relationship between cognitive abilities and numeracy on the one hand and sound financial behavior on the other hand”
From Financial literacy, financial advice, and financial behavior (2017) · cites this paper as Banks and Oldfield 2007
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Cites
Disease and disadvantage in the United States and in England
Banks, J., Marmot, M., Oldfield, Z., & Smith, J. P. (2006) · JAMA · doi:10.1001/jama.295.17.2037 · Cited by 807
Self-citation
Research works printed but not linked: 21
- 10.1111/j.1475-5890.2005.00003.x · DOI · Paper page
- Banks J., 2005, The Adequacy and Distribution of Retirement Resources in England, 10.1920/re.ifs.2005.0067 · DOI
- Benjamin D. J. Brown S. A.andShapiro J. M.(2006) ‘Who is “behavioural”Cognitive ability and anomalous preferences’ http://ssrn.com/abstract=675264. · DOI
- 10.1016/j.jpubeco.2006.05.010 · DOI
- Department for Work and Pensions, 2003, Action on Occupational Pensions
- Department for Work and Pensions, 2004, Simplicity, Security and Choice: Informed Choices for Working and Saving
- 10.1111/j.1475-5890.2005.00004.x · DOI
- 10.1257/089533005775196732 · DOI · Paper page
- 10.1016/j.lindif.2005.01.003 · DOI
- Lusardi A., 2005, Financial literacy and planning: implications for retirement wellbeing
- 10.1111/j.1468-0262.2004.00537.x · DOI
- Marmot M., 2003, Health, Wealth and Lifestyles of the Older Population in England: The 2002 English Longitudinal Study of Ageing
- 10.1093/ageing/afi188 · DOI
- 10.1136/bmj.331.7529.1382 · DOI
- Office for National Statistics, 1997, Adult Literacy in Britain
- 10.1002/bdm.481 · DOI
- 10.1111/j.1467-9280.2006.01720.x · DOI · Paper page
- Pickering A., 2002, A Simpler Way to Better Pensions
- 10.1136/bmj.322.7280.199 · DOI
- Sandler R., 2002, Medium and Long Term Retail Savings in the UK
- Steel N., 2003, The 2002 English Longitudinal Study of Ageing
Cited by
Sorted by citations
Items 201–262 of 262
The use of financial wealth in retirement
Crawford, R. (2018) · doi:10.1920/bn.ifs.2019.bn0236 · Cited by 3
“We group individuals into four broad numeracy groups depending on their answers to these questions, following Banks and Oldfield (2007) and Banks, O’Dea and Oldfield (2010).”
MethodInfluentialThe Effect of Retirement on Cognitive Functioning ∗
Coe, N. B., von Gaudecker, H.-M., Lindeboom, M., & Maurer, J. (2009) · doi:10.2139/ssrn.1572400 · Cited by 3
“…may, however, have profound adverse effects on various aspects of life including leisure time activities , financial planning for retirement (Banks and Oldfield 2007) and functional status, such as medical treatment adherence and the planning of sequential activities (Fillenbaum et al.…”
The Impact of Monetary Policy on Household Leverage: Does Financial Literacy Matter?
Chen, X., Kang, C., Yang, H., Zhang, Z., & Kang, S. (2025) · SAGE Open · doi:10.1177/21582440251337275 · Cited by 1
“Financial literacy encompasses numerical computation ability (Banks & Oldfield, 2007; Lusardi & Mitchell, 2014), cognitive ability (Gerardi et al., 2010; Stango & Zinman, 2009), and financial knowledge (Lusardi et al., 2017), reflecting households’ comprehensive capability in financial planning,…”
Umer, N., Khan, H. H., Zada, M., Ahmed, W., & Haq, S. M. N. U. (2023) · Research Journal for Societal Issues · doi:10.56976/rjsi.v5i2.95 · Cited by 2
“There seem to be many ways to help anyone comprehend the economic challenges and then feel sure about the calculations that contrast different return rates of various assets generally done across multiple time horizons (Banks & Oldfield, 2007).”
BackgroundNumeracy and Financial Wellbeing During the COVID-19 Pandemic
Wikoff, N. (2022) · Numeracy · doi:10.5038/1936-4660.15.1.1399 · Cited by 3
Financial Literacy of Undergraduate Students: Do Personality Traits and Cognitive Ability Matter?
Peprah-Yeboah, A., Frejus, W. E. B., & Fianko, E. (2018) · International Journal of Accounting and Financial Reporting · doi:10.5296/ijafr.v8i4.14012 · Cited by 2
“Another emerging perspective is the relationship between an individual‟s cognitive ability (cognition) and financial literacy (Banks & Oldfield, 2007; Benjamin, Brown, & Shapiro, 2006).”
BackgroundCollege student interest in personal finance education
Harrington, C., & Smith, W. (2023) · Financial Services Review · doi:10.61190/fsr.v25i4.3227 · Cited by 11
“The survey includes three measures of numerical ability for robustness: self-perception of math ability, self-reported highest level of completed math course, and a rank based on the number of correct responses to a 5-question quiz modeled after Banks and Oldfield (2007).”
InfluentialEarl, J. K., Gerrans, P., Asher, A., & Woodside, J. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2261105 · Cited by 3
Measuring and taxing top incomes and wealth
Advani, A., & Summers, A. (2024) · Oxford Open Economics · doi:10.1093/ooec/odad063 · Cited by 2
“There is also evidence of a positive relationship between cognitive ability—itselfpositivelyrelatedtolifetimeearningscapacity—and both savings and wealth (Banks and Oldfield 2007; Banks et al. 2010; Benjamin et al. 2013).”
Tri-Decadal Review on Personal Finance and Financial Well-Being
Babu, J., & Velmurugan, G. (2024) · International Research Journal of Multidisciplinary Scope · doi:10.47857/irjms.2024.v05i03.0985 · Cited by 1
Collaborative Finance and Its Hurdles to Overcome
Ruiz-Dotras, E., & Mitręga-Niestrój, K. (2020) · Research Anthology on Personal Finance and Improving Financial Literacy · doi:10.4018/978-1-5225-9928-9.ch013 · Cited by 2
The Impact of Numeracy on Medicare Part D Insurance Choice in Older Adults
Wood, S., & Hanoch, Y. (2011) · doi:10.1007/978-1-4614-0475-0_16 · Cited by 2
The Base for Direct TaxationPreprint
Banks, J. W., & Diamond, P. A. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.1112821 · Cited by 17
Self-citationDoes Self-control Predict Wealth Creation Among Young Baby Boomers?
Griesdorn, T., & Durband, D. B. (2015) · Journal of Family and Economic Issues · doi:10.1007/s10834-015-9437-4 · Cited by 1
From Demographics to Survey Anchors: Evaluating LLM Agents for Modeling Retirement Attitudes
Garzón, R., Baron, P., Grari, V., Kamphorst, J., Bernstein, M. S., & Detyniecki, M. (2026) · arXiv.org · doi:10.48550/arxiv.2605.16303 · Cited by 1
Bosley, S. A., Kotasek, K., Greenman, S. J., & Snyder, S. (2026) · Journal of Public Policy & Marketing · doi:10.1177/07439156261416351 · Cited by 1
“Next, participants answered questions to capture fi nancial literacy (Lusardi and Mitchell 2008), numeracy (Banks and Old fi eld 2007), their own direct and indirect (i.e., through family/friends) experience with MLM (Bosley, Greenman, and Snyder 2020; Miller et al. 2023), and disclaimer recall…”
Impact of Financial Literacy on Investment Decisions: Evidence from the Nepal Stock Market
Ghimire, S. R., Chaurasiya, S., & Agarwal, N. (2025) · Innovation in Economy & Policy Research · doi:10.46610/iepr.2025.v06i02.004 · Cited by 1
“Evidence from Banks & Oldfield (2007) and Cole et al. (2011) suggests that these skills have a significant positive impact.”
Deciding for a secure tomorrow: Proactive decision-making and retirement financial planning behavior
Siebert, J., Siebert, J. U., & Blösl, F. (2025) · European Journal of Operational Research · doi:10.1016/j.ejor.2025.10.021 · Cited by 1
Individual differences in retirement savings: The role of future self-continuity and numeracy
Mooney, L. A., & Best, R. (2025) · International Journal of Behavioral Development · doi:10.1177/01650254251368787 · Cited by 1
“In isolation, these results support previous literature demonstrating that FSC (Ersner-Hershfield, Garton, & Ballard, 2009) and numeracy (Banks & Oldfield, 2007; Lusardi & Mitchell, 2011) positively predict retirement savings.”
InfluentialBosley, S. A., Thomas, R., Maroney, G. M., Penders, J., Snyder, S., & Greenman, S. (2025) · Journal of Consumer Policy · doi:10.1007/s10603-025-09592-3 · Cited by 1
“Next, subjects answered questions to capture financial literacy (Lusardi & Mitchell, 2008) and numeracy (Banks & Oldfield, 2007).”
Relationship between numeracy skills and financial literacy: A review
Kaur, J., & Gupta, M. (2025) · International Journal of Financial Management and Economics · doi:10.33545/26179210.2025.v8.i1.464 · Cited by 5
“Banks and Oldfield (2007) [5] Fornero and Monticone (2011) [19] Klapper and Panos (2011) [37] Song (2020) [63] Numeracy is not the strong determinant of pension knowledge Gustman et al. (2012) [29] Wealth accumulation”
InfluentialEmpowering Investors: Reducing Herd Bias through Financial Literacy and Self-reflective Thinking
Shantha, K. V. A. (2024) · Journal of Management Matters · doi:10.4038/jmm.v11i1.68 · Cited by 1
“Their findings consistently demonstrate that financial literacy enhances analytical skills, positively impacting financial decisions and investment performance (Awais et al., 2016; Banks & Oldfield, 2007; Jappelli & Padula, 2013; Lusardi et al., 2010).”
BackgroundFinancial Literacy and its Determinants: A Case of Professionals in Colombo District Sri Lanka
Madhushani, P. W. G., & Rajapakse, R. (2023) · International Journal of Accounting and Business Finance · doi:10.4038/ijabf.v9i2.142 · Cited by 1
Cognitive ability impact on life insurance lapsation
Mulholland, B. S., & Finke, M. S. (2023) · Financial Services Review · doi:10.61190/fsr.v31i1.3196 · Cited by 12
“Banks and Oldfield (2007) find that a large portion of older adults are unable to perform simple interest calculations with accuracy.”
InfluentialFactors that Influence Preferences for Defined Benefit Plans Versus Defined Contribution Plans
Ryan, M. P., & Cude, B. J. (2023) · The American Economist · doi:10.1177/05694345231180313 · Cited by 1
Probability estimation in accounting: subjective numeracy matters
Zhang, Y., Seufert, J. H., & Dellaportas, S. (2023) · Journal of Applied Accounting Research · doi:10.1108/jaar-08-2022-0198
Impact of Financial Literacy on Investment Decisions with Mediating Role of Behavioural Biases
Iqbal, M., Hassan, S., & Kayani, M. B. (2022) · Global Economics Review · doi:10.31703/ger.2022(vii-iii).03 · Cited by 1
“Banks and Oldfield (2007) argued that inadequate FL leads to inefficient resource allocation, poorer return management, and risk reduction.”
Cwynar, W. (2022) · Forum Scientiae Oeconomia · doi:10.23762/fso_vol10_no1_7 · Cited by 1
“…literacy levels are also associated with low cognitive abilities in general (Gamble et al., 2015; Herd et al., 2012; James et al., 2012; Lusardi et al., 2010; O’Connor, 2019) and numeracy in particular (Almenberg and Widmark, 2012; Banks and Oldfield, 2007; Cole et al., 2011; Roa et al., 2019).”
Kim, J.-J. (2019) · Journal of Industrial Distribution & Business · doi:10.13106/ijidb.2019.vol10.no10.7
“Leisure activities by elderly are as important as medical security and income security for following reasons(Banks & Oldfield, 2007).”
BackgroundDeterminants of the knowledge of the total cost of consumer loans
Farías, P. (2019) · Academia : Revista Latinoamericana de Administración · doi:10.1108/arla-12-2015-0323 · Cited by 1
The Impact of Credit Checks on Employment
Xin, Y., & Dunn, L. F. (2016) · doi:10.2139/ssrn.2755346 · Cited by 1
Financial Education Programs in Colombia: Challenges in Assessing Their EffectivenessPreprint
Alvarez-Franco, P., Muuoz-Murillo, M., & Restrepo-Tobón, D. A. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2700276 · Cited by 1
The System of National Accounts and Alternative Economic PerspectivesPreprint
Nakamura, A., & Nakamura, L. I. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2662449
“This shortfall in understanding is believed to translate into higher consumption, less saving, and out-of-control credit usage (Banks and Oldfield, 2007; Lusardi and Tufano, 2008; and Mitchell and Lusardi, 2015).”
Varum, C., & Kolyban, A. (2014) · Financial Services Review · doi:10.61190/fsr.v23i4.3205 · Cited by 1
“In contrast, insufficient economic or financial knowledge leads to low savings, mortgage defaults and financial mistakes, extra fees, or excessive interest rates on credit card debt (Agarwal et al., 2009; Agarwal & Mazumder, 2011; Banks & Oldfield, 2007; Gerardi, Goette, & Meier, 2010).”
BackgroundGiving in a Large Economy: Price vs. Non-Price Effects in a Field Experiment
Diederich, J., & Goeschl, T. (2011) · heiDOK (Heidelberg University) · doi:10.11588/heidok.00012101 · Cited by 1
“Since both tend to be positively correlated with cognitive ability (Banks and Old eld 2007), this provides an additional causal channel through which education could enter as a signi cant explanatory variable.”
BackgroundPension Policies, Retirement and Human Capital Depreciation in Late Adulthood
Nikolov, P., & Adelman, A. (2020) · Social Science Research Network · doi:10.2139/ssrn.3747450 · Cited by 1
Inhibition in dot comparison tasks
Clayton, S., & Gilmore, C. K. (2014) · ZDM · doi:10.1007/s11858-014-0655-2 · Cited by 104
“2013) and poor budgeting for the future (Banks and Oldfield 2007).”
BackgroundSelf-Selection into Economics Experiments is Driven by Monetary Rewards
Abeler, J., & Nosenzo, D. (2013) · Experimental Economics · doi:10.1007/s10683-014-9397-9 · Cited by 70
Preterm Birth and Adult Wealth
Basten, M., Jaekel, J., Johnson, S. J., Gilmore, C. K., & Dieter Wolke, C. (2015) · Psychological Science · doi:10.1177/0956797615596230 · Cited by 73
“In addition, numerical ability is important for financial judgments and decision making, which in turn have been linked to wealth outcomes (Banks & Oldfield, 2007; Peters et al., 2006 ).”
The Influence of Social Models on Retirement Savings: Evidence for European Countries
Rey‐Ares, L., Fernández-López, S., & Vivel-Búa, M. (2016) · Social Indicators Research · doi:10.1007/s11205-016-1533-9
Trading Pay for Pensions: Evidence from a Discrete Choice Experiment in the United Kingdom
Deschacht, N., Guillemyn, I., & Vujić, S. (2026) · Social Science Research Network · doi:10.2139/ssrn.5585198
“Evidence from Banks and Oldfield (2007) shows that women with a higher probability of widowhood tend to accumulate more pension benefits by retirement age than those with a lower probability.”
Wan, C., Bateman, H., Fang, H., & Hanewald, K. (2026) · Journal of Risk and Insurance · doi:10.1111/jori.70055
Mutuc, E. B. (2025) · International Journal of Financial Studies · doi:10.3390/ijfs13040222
“Individuals with higher cognitive proficiency tend to engage in stock markets more frequently due to enhanced risk assessment and decision accuracy (Banks & Oldfield, 2007; Skagerlund et al., 2023).”
Wang, J., Lim, A.-F., & Leong, C.-M. (2025) · International journal of sociology and social policy · doi:10.1108/ijssp-07-2025-0484
A Changing Social Aspect Across Economies: Role of Education in Engineering Financial Inclusion
Ambiya, Ali, W., & Dash, D. P. (2025) · Journal of Developing Areas · doi:10.1353/jda.2025.a970238
Maupin, D., Gao, H.-X., Nichols, E., Gross, A., Meijer, E., & Jin, H.-M. (2025) · Alzheimer's & Dementia · doi:10.1002/dad2.70049
“The cognitive assessment included HMSE, 8 TICS, 10 Community Screening Instrument for Dementia, 23 numeracy problems, 24 and judgment and problem-solving questions.”
Cognitive Ability and Stock Investment among Chinese Middle-aged and Older Population
Lei, S., & Fan, L. (2024) · Financial Services Review · doi:10.61190/fsr.v32i3.3598
“Some researchers have found that cognitive ability is related to household credit card and home equity loan decisions (Agarwal & Mazumder, 2013), risk preference (Dohmen et al., 2010; Frederick, 2005), along with retirement saving behavior (Banks & Oldfield, 2007).”
BackgroundImpact of Financial Behaviors on the Financial Wellbeing of Vegetable Farmers in Bhaktapur District
Subedi, D. P., & Bhandari, D. (2024) · The Batuk · doi:10.3126/batuk.v10i2.68148
“Proactive investment behaviors correlate with improved financial wellbeing indicators such as increased savings rates, higher net worth, and greater financial resilience during economic downturns (Banks & Oldfield, 2007).”
BackgroundOmidinia, A., & Ramezani, A. (2024) · Faṣlnāmah-ʹi payām-i hājir. · doi:10.61186/ijf.2024.424727.1440
Cognitive abilities, insurance decisions, and labor supply behavior: evidence from rural China
Yang, Z. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1421600
“Similar results are found for pension enrolment (8).”
ResultBeyond Bad Luck: Macroeconomic Implications of Persistent Heterogeneity In OptimismPreprint
Pfäuti, O., Seyrich, F., & Zinman, J. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4787396
MOLIYAVIY SAVODXONLIKNI RIVOJLANTIRISHDA XORIJ TAJRIBASI
Azimov, S. (2024) · QO‘QON UNIVERSITETI XABARNOMASI · doi:10.54613/ku.v10i10.901
Heckman, S. J. (2024) · doi:10.52227/26712.2024
“…rates (Banks et al., 2010), better financial outcomes and higher financial well-being (Tompkins, 2018), stock and housing market participation (Almenberg & Widmark, 2011), retirement savings, investment portfolios, understanding pensions, and perceived financial security (Banks & Oldfield, 2007).”
BackgroundDo Pension Benefits Accelerate Cognitive Decline in Late Adulthood? Evidence from Rural China
Nikolov, P., & Hossain, M. S. (2020) · doi:10.48550/arxiv.2007.05884
Individual Retirement Accounts in Portugal
Garcia, M. (2020) · doi:10.36941/mjss-2020-0010
“…intentions or beliefs, but their insufficient determination limits the adequate changes in behavior; and bounded rationality, meaning that certain types of problems and decisions may be too complicated for individuals to understand and solve on their own (Banks and Oldfield, 2007; Garcia, 2009).”
BackgroundPlanning and Saving for RetirementPreprint
Sulka, T. (2020) · Social Science Research Network · doi:10.2139/ssrn.3597364
Exponential NumeracyPreprint
Bitterly, T. B., VanEpps, E. M., & Schweitzer, M. (2020) · Social Science Research Network · doi:10.2139/ssrn.3746327
Perceived Wealth, Cognitive Sophistication and Behavioral Inattention
Assenza, T., Cardaci, A., & Gatti, D. (2019) · Social Science Research Network · doi:10.2139/ssrn.3507263
“Second, our experimental findings and theoretical model, which are grounded in Dual Process Theory (Kahneman, 2003a,b, 2011; Stanovich and West, 2003) and theories of behavioral inattention (Gabaix, 2014, 2019), contribute also to the literature that relates financial mistakes and non-optimal decisions to low cognitiv…”
BackgroundMethodThe Coverage of Occupational and Personal Pension Plans
Garcia, M. (2019) · Financial and Monetary Policy Studies · doi:10.1007/978-3-030-29497-7_5
Iparraguirre, J. L. (2018) · Springer eBooks · doi:10.1007/978-3-319-93248-4_4
Credit card borrowing, illiquid assets and self-control problems
Milde, C. (2008) · doi:10.2870/12213
“149 Chapter 4: Self-Control Problems and Saving in Illiquid Assets A Self-Control Interpretation Unobservable confounding factors Some studies point to the importance of numeracy for wealth accumulation and retirement saving (see Ameriks et al. (2003) or Banks and Oldfield (2006)).”
Background
Metadata
- Authors
- Banks, J., & Oldfield, Z.
- Affiliations
- Institute for Fiscal Studies (GB)
- ORCID
- Banks, James
- Venue
- Fiscal Studies
- Publisher
- Wiley
- Published
- 2007-06
- Volume
- 28
- Issue
- 2
- Pages
- 143-170
- ISSN
- 0143-5671 (ISSN-L)
- 1475-5890
- OpenAlex
- W2115675543
- Cited by
- 345
- References
- 0
- Citations by year
- 2026: 3 · 2025: 14 · 2024: 19 · 2023: 13 · 2022: 17 · 2021: 18 · 2020: 20 · 2019: 20 · 2018: 19 · 2017: 23 · 2016: 13 · 2015: 27 · 2014: 19 · 2013: 30 · 2012: 21
- FWCI
- 41.43
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Fiscal Studies (publishedVersion)
- Research Explorer (The University of Manchester) (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- Government of the United Kingdom
- University College London
- Economic and Social Research Council
- Topics
- Social Sciences › Economics, Econometrics and Finance › Finance › Financial Literacy, Pension, Retirement Analysis
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Demography › Retirement, Disability, and Employment
- Keywords
- retirement savings, numeracy, cognitive function, older adults, pension knowledge, financial security, investment portfolio, educational attainment, retirement planning, pension policy, financial literacy
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