Making sense of recommendations

Computer algorithms are increasingly being used to predict people's preferences and make recommendations. Although people frequently encounter these algorithms because they are cheap to scale, we do not know how they compare to human judgment. Here, we compare computer recommender systems to human recommenders in a domain that affords humans many advantages: predicting which jokes people will find funny. We find that recommender systems outperform humans, whether strangers, friends, or family. Yet people are averse to relying on these recommender systems. This aversion partly stems from the fact that people believe the human recommendation process is easier to understand. It is not enough for recommender systems to be accurate, they must also be understood.     

Risk Reduction Behaviors and Provider Communication Following Genetic Counseling and BRCA1 Mutation Testing in an African American Kindred

Little is known about the impact of cancer genetic counseling and testing on health behaviors in racial and ethnic subgroups. This prospective observational study examined use of risk reduction strategies following BRCA1 counseling and testing. Participants were female members of an African American kindred who received genetic education, counseling and testing (n = 40) and completed a 1-year follow-up interview. Mutation carriers were more likely to opt for breast (100%, 7/7) and ovarian (25%; 1 of 4) cancer surveillance than prophylactic surgery. Following genetic counseling, 71% (5/7) of the BRCA1 carriers who opted for surveillance reported having a mammogram within the year following receipt of their genetic test results. Ovarian cancer screening among mutation carriers increased from 0% at baseline to 25% (one of four) at 1 year. Compared to noncarriers (23%, 7/30), carriers (70%, 7/10) were more likely to discuss their BRCA1 test results with their primary health care providers. Surveillance for breast cancer was preferred to prophylactic surgery and chemoprevention as a way to reduce risk for these cancers. Our data indicate that patient-provider communication about BRCA1 test results is suboptimal.     

Hunger alters the expression of acquired hedonic but not sensory qualities of food-paired odors in humans

To test whether expression of hedonic and sensory odor qualities acquired by association with sweet and bitter tastes depend on hunger state, hungry volunteers experienced odors paired with sucrose, quinine, or water and then were tested under different hunger states manipulated with energy preloads. Acquired liking for sucrose-paired odors was evident following a low-energy or control preload but not a high-energy preload; however, odor sweetness increased in all preload conditions. Acquired dislike and increased bitterness of quinine-paired odors were independent of preloading. These data demonstrate hunger-dependent expression of acquired liking for flavors through flavor-flavor associations in humans and demonstrate independence between acquired hedonic and sensory qualities of odors.     

Math by Pure Thinking: R First and the Divergence of Measures in Hegel's Philosophy of Mathematics

We attribute three major insights to Hegel: first, an understanding of the real numbers as the paradigmatic kind of number (which also accords with their role in physical measurement); second, a recognition that a quantitative relation has three elements (the two things being related and the relation itself), which is embedded in his conception of measure; and third, a recognition of the phenomenon of divergence of measures such as in second‐order or continuous phase transitions in which correlation length diverges (e.g., the critical point of water at which the reciprocal size of the droplets diverges). For ease of exposition, we will refer to these three insights as the R First Theory, Tripartite Relations, and Divergence of Measures. Given the constraints of space, we emphasize the first and the third in this paper.     

Eating for pleasure or profit: the effect of incentives on children's enjoyment of vegetables

Parents commonly use rewards to encourage children to eat healthfully, but this practice remains controversial because rewards are suspected of undermining children's intrinsic motivation. A cluster-randomized trial examined children's acceptance of a disliked vegetable over 12 daily taste exposures. These exposures were paired with a tangible reward, a social reward, or no reward, and the findings were compared with the results from a no-treatment control condition. Liking and intake of the vegetable were assessed in a free-choice consumption task at preintervention, postintervention, 1 month after intervention, and 3 months after intervention. Liking increased more in the three intervention conditions than in the control condition, and there were no significant differences between the intervention conditions. These effects were maintained at follow-up. Children in both reward conditions increased consumption, and these effects were maintained for 3 months; however, the effects of exposure with no reward became nonsignificant by 3 months. These results indicate that external rewards do not necessarily produce negative effects and may be useful in promoting healthful eating.     

Duration of visible persistence in relation to stimulus complexity

Visible persistence refers to the phenomenal impression that a stimulus is still present after its offset. A dispute exists whether visible persistence is due to temporal sluggishness in the visual pathway (neural hypothesis) or whether it is a byproduct of information-extraction processes under cognitive control (process hypothesis). This was investigated by manipulating stimulus complexity in five temporal integration experiments and one recognition memory experiment. According to the process hypothesis, complex stimuli should persist longer than simple stimuli because they require more information extraction. This prediction was not confirmed; in all six experiments, complexity was found to have no reliable effect on the duration of visible persistence. By contrast, and in accordance with earlier findings, complexity was shown to have a significant effect on a short-lived, nonvisible form of memory known as schematic persistence. This pattern of results supports two major conclusions: First, that the effects of complexity reported in earlier research were probably on schematic—rather than visible—persistence; and second, that visible persistence must be regarded as a residual neural trace of an extinguished stimulus, rather than as a byproduct of information-extraction processes.     

Childhood antisocial behaviors as predictors of psychotic symptoms and DSM-III-R borderline criteria among inpatients with borderline personality disorder.

Structured clinical interviews of 107 female inpatients diagnosed with borderline personality disorder (BPD) were used to determine whether antisocial personality disorder (APD) diagnostic criteria evident prior to age 15 could be used to predict current Axis I and Axis II psychopathology. Diagnostic information was gathered using the Structured Clinical Interview for DSM-III-R Personality Disorders (SCID-II) and the Structured Clinical Interview for DSM-III-R-Patient Version (SCID-P). Childhood APD criteria were subjected to principal-components analysis, and three factors--rule-breaking, assault, and sadism--emerged. The severity of the childhood APD criteria was related to psychotic symptoms, as well as to the unstable relationships and labile affect BPD criteria and the current overall severity of BPD criteria. Sadism predicted psychotic symptoms and BPD severity, while rule-breaking predicted unstable relationships and BPD severity. Childhood APD severity also had a larger effect on BPD severity than on psychotic symptoms. Possible explanations for these findings are explored and discussed.     

Transference focused psychotherapy: overview and update

This paper describes a specific psychoanalytic psychotherapy for patients with severe personality disorders, its technical approach and specific research projects establishing empirical evidence supporting its efficacy. This treatment derives from the findings of the Menninger Foundation Psychotherapy Research project, and applies a model of contemporary psychoanalytic object relations theory as its theoretical foundation. The paper differentiates this treatment from alternative psychoanalytic approaches, including other types of psychoanalytic psychotherapy as well as standard psychoanalysis, and from three alternative non-analytical treatments prevalent in the treatment of borderline patients, namely, dialectic behavior therapy, supportive psychotherapy based on psychoanalytic theory, and schema focused therapy. It concludes with indications and contraindications to this particular therapeutic approach derived from the clinical experience that evolved in the course of the sequence of research projects leading to the empirical establishment of its efficacy.