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Journal ArticleDOI

Why g matters: The complexity of everyday life

01 Jan 1997-Intelligence (JAI)-Vol. 24, Iss: 1, pp 79-132
TL;DR: In this paper, the authors provide evidence that intelligence has pervasive utility in work settings because it is essentially the ability to deal with cognitive complexity, in particular, with complex information processing, and the more complex a work task, the greater the advantages that higher g confers in performing it well.
About: This article is published in Intelligence.The article was published on 1997-01-01 and is currently open access. It has received 1300 citations till now. The article focuses on the topics: Everyday life & Cognitive complexity.

Summary (1 min read)

Why g Matters: The Complexity of Everyday Life

  • This article provides evidence that g has pervasive utility in work settings because it is essentially the ability to deal with cognitive complexity, in particular, with complex information processing.
  • Few claims in the social sciences are backed by such massive evidence but remain so hotly contested in public discourse.
  • Besides demonstrating that g is important in practical affairs, I seek to demonstrate why intelligence has such surprisingly pervasive importance in the lives of individuals.
  • I then use both the employment and literacy data to sketch a portrait of life’s challenges and opportunities at different levels of intelligence.

WHAT DOES “IMPORTANT” MEAN?

  • The nature of the job and its context seem to determine whether g has any direct effect on task proficiency, net of job knowlege.
  • As is well known in psychometrics (see also Gordon, 1997), the fact that an individual passes or fails any single test item says little about that person’s general intelligence level.

INFLUENCE OF INTELLIGENCE ON OVERALL LIFE OUTCOMES

  • The effects of intelligence-like other psychological traits-are probabilistic, not deterministic.
  • White adults in this range marry, work, and have children (Hermstein & Murray, 1994), but, as Table 10 shows, they are nonetheless at great risk of living in poverty (30%), bearing children out of wedlock (32%), and becoming chronic welfare dependents (31%).
  • At this IQ level, fewer than half the high school graduates and none of the dropouts meet the military’s minimum AFQT enlistment standards.
  • Most occupations are within reach cognitively, because these individuals learn complex material fairly easily and independently.
  • Such as divorce, illness, and occasional unemployment, they rarely become trapped in poverty or social pathology.

THE FUTURE

  • Complexity enriches social and cultural life, but it also risks leaving some individuals behind.
  • Society has become more complex-and g loaded-as the authors have entered the information age and postindustrial economy.
  • Accordingly, organizations are “flatter” (have fewer hierarchical levels), and increasing numbers of jobs require high-level cognitive and interpersonal skills (Camevale, 1991; Cascio, 1995; Hunt, 1995; Secretary’s Commission on Achieving Necessary Skills, 1991).
  • There is evidence that increasing proportions of individuals with below-average IQs are having trouble adapting to their increasingly complex modern life (Granat & Granat, 1978) and that social inequality along IQ lines is increasing (Herrnstein & Murray, 1994).
  • As the military experience also illustrates, however, what is good pedagogy for the low-aptitude learner may be inappropriate for the high-aptitude person.

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Citations
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Journal ArticleDOI
TL;DR: This paper focuses on shortfalls in published research, and delves further into the proposed structural model detailing the cognitive mechanism involved in how poverty negatively impacts economic decision-making.
Abstract: This review focuses on the issue of poverty affecting economic decision-making. By critically evaluating existing studies, the authors propose a structural model detailing the cognitive mechanism involved in how poverty negatively impacts economic decision-making, and explores evidence supporting the basis for the formation of this model. The suggested mechanism consists of a relationship between poverty and four other factors: (1) cognitive load (e.g., experiencing negative affect and stress); (2) executive functions (e.g., attention, working memory, and self-control); (3) intuition/deliberation in decision-making; and (4) economic decision-making (e.g., time-discounting and risk preference), with a final addition of financial literacy as a covariate. This paper focuses on shortfalls in published research, and delves further into the proposed model.

56 citations


Cites background or result from "Why g matters: The complexity of ev..."

  • ...For example, Haushofer et al. (2013) induced a stress event in a laboratory setting, and observed no effect of stress on intertemporal choice....

    [...]

  • ...For example, Haushofer et al. (2013) induced a stress event in a laboratory setting, and observed no effect of stress on intertemporal choice. However, other studies (Cornelisse et al., 2013; Moreno, 2015) have since confirmed the impact of stress on a tendency to choose smaller and earlier rewards. Haushofer and Fehr (2014) explain this by postulating that: (1) stress leads to the favoring of habitual behaviors, and (2) earlier rewards come with higher satisfaction levels than delayed ones. Research on time-discounting and working memory, however, has yet to reach a consensus. Shamosh et al. (2008) and Basile and Toplak (2015) report a positive correlation between timediscounting and working memory, with a decreased willingness to wait for a larger reward being related to diminished working memory....

    [...]

  • ...The World Bank (in Haughton and Khandler, 2009) further defines poverty in a similar manner but goes on to delineate the psychological aspect of poverty by discussing matters of subjective well-being. However, these definitions remain rather ambiguous and open to questioning. For example, how might one define “dignified living”? What exactly might improper housing constitutes? Where might the line be drawn between the availability of food being accessible or limited? Poverty, therefore, appears to be a multidimensional construct which presents itself with various aspects that can be assessed both on an individualistic (subjective) level, as well as objectively, based on more general predefined criteria. In practice, researchers tend to assess poverty according to various objective poverty lines (e.g., household incomes being lower than 60% of the country median or the income-to-needs ratio). However, poverty lines are not representative of whether or not individuals consider themselves to be poor (see Ravallion, 2016), a psychological aspect of poverty that should be heeded. Mani et al. (2013) found that a subjective experience of poverty is associated with deprived cognitive capacities to a greater extent than objective poverty indicators....

    [...]

  • ...For example, Haushofer et al. (2013) induced a stress event in a laboratory setting, and observed no effect of stress on intertemporal choice. However, other studies (Cornelisse et al., 2013; Moreno, 2015) have since confirmed the impact of stress on a tendency to choose smaller and earlier rewards. Haushofer and Fehr (2014) explain this by postulating that: (1) stress leads to the favoring of habitual behaviors, and (2) earlier rewards come with higher satisfaction levels than delayed ones....

    [...]

  • ...For example, Haushofer et al. (2013) induced a stress event in a laboratory setting, and observed no effect of stress on intertemporal choice. However, other studies (Cornelisse et al., 2013; Moreno, 2015) have since confirmed the impact of stress on a tendency to choose smaller and earlier rewards. Haushofer and Fehr (2014) explain this by postulating that: (1) stress leads to the favoring of habitual behaviors, and (2) earlier rewards come with higher satisfaction levels than delayed ones. Research on time-discounting and working memory, however, has yet to reach a consensus. Shamosh et al. (2008) and Basile and Toplak (2015) report a positive correlation between timediscounting and working memory, with a decreased willingness to wait for a larger reward being related to diminished working memory. Contrarily, no such significant relationship was found by Steinberg et al. (2009). Similar issues can also be found with self-control....

    [...]

Journal ArticleDOI
TL;DR: The conceptual and empirical distinctiveness of health literacy has been evaluated in this article, where a sample of 167 students from a southeastern urban university (117 females and 50 males) between the ages of 18 and 53 (M = 21.31, SD = 5.61) completed a cognitive ability battery, three health literacy tests, two knowledge tests, and a questionnaire assessing 12 health behaviors and health outcomes.

55 citations


Cites background from "Why g matters: The complexity of ev..."

  • ...…Reeve & Charles, 2008; Snyderman & Rothman, 1987), that they have a significant and meaningful influence on important real-world outcomes (e.g. Gottfredson, 1997b, 2004; Jensen, 1998; Kuncel et al., 2004; Schmidt & Hunter, 1998), that they have a basis in human biology and physiology (Deary,…...

    [...]

  • ...…see Carroll, 1993; Jensen, 1998) has given rise to a broad consensus among experts that cognitive abilities are real psychological constructs (Gottfredson, 1997a; Reeve & Charles, 2008; Snyderman & Rothman, 1987), that they have a significant and meaningful influence on important real-world…...

    [...]

  • ...…1997b, 2004; Jensen, 1998; Kuncel et al., 2004; Schmidt & Hunter, 1998), that they have a basis in human biology and physiology (Deary, 2009; Gottfredson, 1997b [special issues of Intelligence]; Lubinski, 2004 [special section of the Journal of Personality and Social Psychology]) and is…...

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Journal ArticleDOI
TL;DR: It is found that functional brain networks that predict intelligence facets overlap to varying degrees with a network that predicts creative ability, particularly within the prefrontal cortex of the executive control network.
Abstract: Are intelligence and creativity distinct abilities, or do they rely on the same cognitive and neural systems? We sought to quantify the extent to which intelligence and creative cognition overlap in brain and behavior by combining machine learning of fMRI data and latent variable modeling of cognitive ability data in a sample of young adults (N = 186) who completed a battery of intelligence and creative thinking tasks. The study had 3 analytic goals: (a) to assess contributions of specific facets of intelligence (e.g., fluid and crystallized intelligence) and general intelligence to creative ability (i.e., divergent thinking originality), (b) to model whole-brain functional connectivity networks that predict intelligence facets and creative ability, and (c) to quantify the degree to which these predictive networks overlap in the brain. Using structural equation modeling, we found moderate to large correlations between intelligence facets and creative ability, as well as a large correlation between general intelligence and creative ability (r = .63). Using connectome-based predictive modeling, we found that functional brain networks that predict intelligence facets overlap to varying degrees with a network that predicts creative ability, particularly within the prefrontal cortex of the executive control network. Notably, a network that predicted general intelligence shared 46% of its functional connections with a network that predicted creative ability-including connections linking executive control and salience/ventral attention networks-suggesting that intelligence and creative thinking rely on similar neural and cognitive systems. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

55 citations


Cites background from "Why g matters: The complexity of ev..."

  • ...4939-1562-0 Gottfredson, L. S. (1997). Why g matters: The complexity of everyday life....

    [...]

  • ...Intelligence is a hierarchical construct reflecting multiple, correlated general abilities that hinge on executing goal-directed behavior (Gottfredson, 1997; Jensen, 1998)....

    [...]

  • ...Mental operations, including reasoning, planning, problem-solving, and environmental adaptation, interact to reflect broader concepts of intelligence (Goldstein, Princiotta, & Naglieri, 2015; Gottfredson, 1997; Neisser et al., 1996)....

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  • ...4939-1562-0 Gottfredson, L. S. (1997). Why g matters: The complexity of everyday life. Intelligence, 24, 79 –132. http://dx.doi.org/10.1016/S0160-2896 (97)90014-3 Gray, J. R., Chabris, C. F., & Braver, T. S. (2003). Neural mechanisms of general fluid intelligence. Nature Neuroscience, 6, 316–322. http://dx .doi.org/10.1038/nn1014 Green, A. E. (2016). Creativity, within reason: Semantic distance and dynamic state creativity in relational thinking and reasoning....

    [...]

  • ...4939-1562-0 Gottfredson, L. S. (1997). Why g matters: The complexity of everyday life. Intelligence, 24, 79 –132. http://dx.doi.org/10.1016/S0160-2896 (97)90014-3 Gray, J. R., Chabris, C. F., & Braver, T. S. (2003). Neural mechanisms of general fluid intelligence....

    [...]

Proceedings ArticleDOI
22 Jun 2012
TL;DR: It is shown that crowds composed of workers of high reputation achieve higher performance than low reputation crowds, and the effect of the amount of payment is non-monotone---both paying too much and too little affects performance.
Abstract: We measure crowdsourcing performance based on a standard IQ questionnaire, and examine Amazon's Mechanical Turk (AMT) performance under different conditions. These include variations of the payment amount offered, the way incorrect responses affect workers' reputations, threshold reputation scores of participating AMT workers, and the number of workers per task. We show that crowds composed of workers of high reputation achieve higher performance than low reputation crowds, and the effect of the amount of payment is non-monotone---both paying too much and too little affects performance. Furthermore, higher performance is achieved when the task is designed such that incorrect responses can decrease workers' reputation scores. Using majority vote to aggregate multiple responses to the same task can significantly improve performance, which can be further boosted by dynamically allocating workers to tasks in order to break ties.

55 citations

Journal ArticleDOI
TL;DR: In this article, individual heterogeneity plays a key role in explaining variation in self-reported health and its socioeconomic gradient and it is hypothesised that the influence of this heterogeneity varies over levels of health and increases over the life cycle.
Abstract: Individual heterogeneity plays a key role in explaining variation in self-reported health and its socioeconomic gradient. It is hypothesised that the influence of this heterogeneity varies over levels of health and increases over the life cycle. These hypotheses are tested by applying a threshold-specific alternative to the conditional fixed-effects logit and longitudinal data from Germany. Our results suggest that income influences health at the lower end, but not at the higher end of the health distribution, once unobservable factors are controlled for. The underlying assumptions of the statistical model matter for this conclusion, in particular for the older age groups.

55 citations

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TL;DR: The ten-year edition of the 10th anniversary edition as mentioned in this paper is devoted to the theory of multiple intelligences and its application in the socialization of human intelligence through Symbols Implications And Applications.
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01 Jan 1983
TL;DR: The Tenth Anniversary Edition of Intelligence explains the development of intelligence in the 21st Century through the applications of language, linguistics, mathematics, and more.
Abstract: * Introduction to the Tenth Anniversary Edition Background * The Idea of Multiple Intelligences * Intelligence: Earlier Views * Biological Foundations of Intelligence * What Is an Intelligence? The Theory * Linguistic Intelligence * Musical Intelligence * Logical-Mathematical Intelligence * Spatial Intelligence * Bodily-Kinesthetic Intelligence * The Personal Intelligences * A Critique of the Theory of Multiple Intelligences * The Socialization of Human Intelligences through Symbols Implications And Applications * The Education of Intelligences * The Application of Intelligences

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TL;DR: In this article, the authors investigated the relation of the Big Five personality dimensions (extraversion, emotional stability, Agreeableness, Conscientiousness, and Openness to Experience) to three job performance criteria (job proficiency, training proficiency, and personnel data) for five occupational groups (professionals, police, managers, sales, and skilled/semi-skilled).
Abstract: This study investigated the relation of the “Big Five” personality dimensions (Extraversion, Emotional Stability, Agreeableness, Conscientiousness, and Openness to Experience) to three job performance criteria (job proficiency, training proficiency, and personnel data) for five occupational groups (professionals, police, managers, sales, and skilled/semi-skilled). Results indicated that one dimension of personality, Conscientiousness, showed consistent relations with all job performance criteria for all occupational groups. For the remaining personality dimensions, the estimated true score correlations varied by occupational group and criterion type. Extraversion was a valid predictor for two occupations involving social interaction, managers and sales (across criterion types). Also, both Openness to Experience and Extraversion were valid predictors of the training proficiency criterion (across occupations). Other personality dimensions were also found to be valid predictors for some occupations and some criterion types, but the magnitude of the estimated true score correlations was small (ρ < .10). Overall, the results illustrate the benefits of using the 5-factor model of personality to accumulate and communicate empirical findings. The findings have numerous implications for research and practice in personnel psychology, especially in the subfields of personnel selection, training and development, and performance appraisal.

8,018 citations

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TL;DR: An up-to-date handbook on conceptual and methodological issues relevant to the study of industrial and organizational behavior is presented in this paper, which covers substantive issues at both the individual and organizational level in both theoretical and practical terms.
Abstract: An up-to-date handbook on conceptual and methodological issues relevant to the study of industrial and organizational behavior. Chapters contributed by leading experts from the academic and business communities cover substantive issues at both the individual and organizational level, in both theoretical and practical terms.

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TL;DR: Because of the extraordinary clarity and importance of the Commission's Report, the editors of the Communica t ions decided to reprint the Report's main section in its entirety and present it to you here.
Abstract: released a remarkab le report, A Nation at Risk. This Report has s t imulated in the media considerable discussion about the problems in our schools, speculation about the causes, and ass ignment of blame. Astonishingly, f e w of the media reports have focused on the specific f indings and recommendat ions of the Commission. A lmos t none of the med ia reports tells that the Commission i tsel f re frained f rom speculation on causes and f rom assignment of blame. Because of the extraordinary clarity and importance of the Commission's Report, the editors of the Communica t ions decided to reprint the Report's main section in its entirety. We are p leased to present it to you here.

5,832 citations