Sequential learning using temporal context

The temporal context model (TCM) has been extensively applied to recall phenomena from episodic memory. Here we use the same formulation of temporal context to construct a sequential learning model called the predictive temporal context model (pTCM) to extract the generating function of a language from sequentially-presented words. In pTCM, temporal context is used to generate a prediction vector at each step of learning and these prediction vectors are in turn used to construct semantic representations of words on the fly. The semantic representation of a word is defined as the superposition of prediction vectors that occur prior to the presentation of the word in the sequence. Here we create a formal framework for pTCM and prove several useful results. We explore the effect of manipulating the parameters of the model on learning a sequence of words generated by a bi-gram generating function. In this simple case, we demonstrate that feeding back the constructed semantic representation into the temporal context during learning improves the performance of the model when trained with a finite training sequence from a language with equivalence classes among some words. We also describe , a variant of the model that is identical to pTCM at steady state. has significant computational advantages over pTCM and can improve the quality of its prediction for some training sequences.     

Reply to Farrell and Lewandowsky: Recency—contiguity interactions predicted by the temporal context model

Farrell and Lewandowsky (2008) argued that the temporal context model (TCM; Howard & Kahana, 2002) cannot explain nonmonotonicities in the contiguity effect seen at extreme lags. However, TCM actually predicts these nonmonotonicities to the extent that end-of-list context persists as a retrieval cue during recall and to the extent that end-of-list context generates a recency effect. We show that the observed nonmonotonicity in the contiguity effect interacts with the recency effect, as predicted by TCM. In conditions, such as immediate and continualdistractor free recall, that exhibit strong recency, one observes more prominent nonmonotonicities in the contiguity effect than in conditions, such as delayed free recall, that attenuate recency. The nonmonotonicities in the contiguity effect at extreme lags, and the interactions between recency and contiguity, result from the role of end-of-list context as a retrieval cue in TCM. Results of an additional simulation based on the Howard and Kahana (2002) version of TCM may be downloaded from http://pbr.psychonomic-journals.org/content/supplemental.     

The challenge of measuring immigrant origin and immigration-related ethnicity in Europe

Different European nation-states use the most diverse statistical constructions of foreign origin or ethnic minority populations. Several countries traditionally even shun from producing such data. This makes international comparison a very difficult endeavour. Anyone wanting to perform comparative research on immigrants or (immigrant origin) ethnic minorities in Europe is unavoidably confronted with the most diverse types of national statistical data and has to opt for ad hoc solutions. Attempts at international comparison can thus be very tricky due to data characteristics. It is important that researchers are aware of these problems and do not simply accept data (especially in comparisons) at face value. In this article we embark on a comparative explorative study of the way in which immigrant background and immigration related ethnicity is taken stock of by national statistical institutes in a set of European nation-states.     

Moving beyond Kučera and Francis: A critical evaluation of current word frequency norms and the introduction of a new and improved word frequency measure for American English

Word frequency is the most important variable in research on word processing and memory. Yet, the main criterion for selecting word frequency norms has been the availability of the measure, rather than its quality. As a result, much research is still based on the old Kučera and Francis frequency norms. By using the lexical decision times of recently published megastudies, we show how bad this measure is and what must be done to improve it. In particular, we investigated the size of the corpus, the language register on which the corpus is based, and the definition of the frequency measure. We observed that corpus size is of practical importance for small sizes (depending on the frequency of the word), but not for sizes above 16–30 million words. As for the language register, we found that frequencies based on television and film subtitles are better than frequencies based on written sources, certainly for the monosyllabic and bisyllabic words used in psycholinguistic research. Finally, we found that lemma frequencies are not superior to word form frequencies in English and that a measure of contextual diversity is better than a measure based on raw frequency of occurrence. Part of the superiority of the latter is due to the words that are frequently used as names. Assembling a new frequency norm on the basis of these considerations turned out to predict word processing times much better than did the existing norms (including Kučera & Francis and Celex). The new SUBTL frequency norms from the SUBTLEXUS corpus are freely available for research purposes from http://brm.psychonomic-journals.org/content/supplemental, as well as from the University of Ghent and Lexique Web sites.     

Sit Down and Play: A Preventive Primary Care-Based Program to Enhance Parenting Practices

The primary care office offers an ideal setting to encourage parenting behaviors that promote early childhood development. We conducted a pilot study to establish feasibility and acceptability of Sit Down and Play (SDP), a brief primary care-based program to facilitate positive parenting behaviors through take-home play activities. A prospective 1-month study was conducted in an urban primary care clinic. SDP was administered to 30 caregivers of 6–12 month-old children while they waited for their well-child appointment. Caregivers completed baseline and 4-week follow-up surveys. Open-ended interview questions regarding acceptability and usefulness of SDP were administered and analyzed using content analysis. Parenting practices related to child development were measured with standardized measures and changes analyzed using paired t-test and linear mixed effects models. Most caregivers were mothers (90?%) and non-white (97?%); the majority of children received Medicaid (87?%). There were significant increases in parental reports of practices related to child development (p?<?0.001), including families who reported low incomes (i.e. <$25,000) and received a high-school education or less (p?=?0.001). Four main themes emerged from the open-ended interview data: (1) importance of play, (2) noticing a change in their child, (3) reinforcing existing positive parenting behaviors, and (4) satisfaction with the program. This preliminary study suggests that SDP is a feasible and potentially beneficial program that can be delivered during pediatric well-child visits. Further studies are needed to determine the effectiveness of SDP on parenting behaviors and developmental outcomes.     

Expanding Perspectives on Evangelicalism: How Non-evangelical Students Appreciate Evangelical Christianity

Evangelical students pose a distinctive set of challenges to higher education professionals. These students, though advantaged to some degree because of their Christian identity, commonly report feeling marginalized and silenced on college campuses. In light of these tensions, the purpose of this study was to examine how non-evangelical students come to an appreciative understanding of evangelical Christianity. Specifically, the research focused on the specific campus conditions and experiences that influence non-evangelical students’ appreciative attitudes toward evangelicals. Findings reveal distinct demographic, institution type, and academic major differences in those students’ perspectives toward their evangelical peers. Additionally, the results suggest that appreciative attitudes toward evangelicals are associated with non-evangelical students’ interfaith experiences, albeit to differing degrees based on self-identified worldview. Recognizing that the work of helping non-evangelical students develop an appreciative understanding of evangelicals is as complicated as it is challenging, especially in the collegiate context, the authors conclude with a discussion of implications for research and practice.     

Non-Violent Communication and Marital Relationship: Efficacy of ‘Emotion-Focused Couples’ Communication Program Among Filipino Couples

Non-Violent Communication (NVC), developed by Dr. Marshall B. Rosenberg, fosters intra- and interpersonal relationship through empathetic and compassionate communication. It has been used and proven effective in a variety of settings like schools, health care centers, jails, and in restorative and rehabilitative institutions. However, the use of NVC in the field of marital relationship is found to be relatively few. The present study aimed at investigating the efficacy of the intervention program, Emotion-Focused Couples’ Communication Program (EFCCP) in a Filipino setting. EFCCP which is an intervention program developed by the researchers based on the constructs of NVC has already been proven to be effective in a previous study involving couples in an Indian setting. This present study was undertaken to investigate the efficacy of the program’s shortened version in the Filipino setting and to test whether the program is culturally suited for Filipino married couples. Relational Communication Scale and Locke–Wallace Marital Adjustment Test were used to measure the level of communication and marital satisfaction among the couples. The EFCCP-Shortened Version was administered to a group of 12 couples for a period of 3 weeks, and the results revealed a significant difference in the level of couples’ communication and marital satisfaction among the participants. These results provided ample indications to the efficacy of the EFCCP-Shortened Version in enhancing communication and enriching marriage quality among couples across diverse settings.     

Social motivation and the use of distal,but not local,featural cues are related to ranging behavior in free-range chickens (Gallus gallus domesticus)

Animal Cognition - Animals can navigate an environment relying on different sources of information, such as geometrical or featural cues. The favoring of one type of information over another...     

Strategies Aimed at Reducing Gender Differences in Negotiation Are Perceived by Women as Ineffective

Sex Roles - Women often fare worse in negotiations than men. Negotiation researchers, trainers, and policymakers thus aim to find solutions—such as specific strategies for female...     

Fighting patterns in young coyotes: Initiation,escalation, and assessment

The fighting patterns of young coyotes were studied and 2,350 fights were analyzed. Our results can be summarized as follows: 1) No major injuries were sustained by any of the infants, even in unritualized bouts. 2) In pairs, there was no relationship between social rank and the proportion of fights that were initiated by either animal. 3) Dominant animals were more likely than subordinate individuals to escalate first (perform the first unprovoked dangerous move) during short interactions and to escalate and then subsequently win short fights. 4) Highest-ranking (alpha) individuals in litters did not fight the most. 5) Alpha individuals initiated 73% of the fights in which they partook. Alpha coyotes initiated and then won 86% of the contests that they initiated. 6) For fourth-ranking coyotes in litters, there was a perfect positive correlation between the proportion of times that they initiated fights and the proportion of times that they initiated and then won encounters. They initiated interactions least with the first- to third-ranking animals. 7) Alpha and fourth-ranking animals escalated about the same proportion of the time, but alpha coyotes escalated and then won a greater proportion of fights. 8) Both alpha and fourth-ranking animals initiated and then escalated the greatest proportion of time with individuals nearest in rank, with whom they may have experienced the greatest difficulty in assessing relative social standing. 9) Our data suggested that individuals, especially in litters, were able to make pre-fight assessments but that they were not perfect with respect to this ability. During-fight assessments appeared to be easier to make, using escalation to test an opponent.