Second-language experience trumps age of acquisition as a predictor of lexical-semantic processing: Evidence from linear mixed effects regression (LMER)

2010 ◽  
Author(s):  
Naveed A. Sheikh ◽  
Julie Mercier ◽  
Irina Pivneva ◽  
Debra A. Titone
Keyword(s):  
Second Language ◽  
Semantic Processing ◽  
Age Of Acquisition ◽  
Mixed Effects ◽  
Language Experience ◽  
Linear Mixed Effects ◽  
Lexical Semantic

Second language acquisition of American Sign Language influences co-speech gesture production

2019 ◽  
Vol 23 (3) ◽  
pp. 473-482
Author(s):  
Jill Weisberg ◽  
Shannon Casey ◽  
Zed Sevcikova Sehyr ◽  
Karen Emmorey
Keyword(s):  
Second Language ◽  
Second Language Acquisition ◽  
Language Acquisition ◽  
American Sign Language ◽  
Sign Language ◽  
Age Of Acquisition ◽  
American Sign ◽  
Language Experience ◽  
One Year ◽  
Gesture Production

AbstractPrevious work indicates that 1) adults with native sign language experience produce more manual co-speech gestures than monolingual non-signers, and 2) one year of ASL instruction increases gesture production in adults, but not enough to differentiate them from non-signers. To elucidate these effects, we asked early ASL–English bilinguals, fluent late second language (L2) signers (≥ 10 years of experience signing), and monolingual non-signers to retell a story depicted in cartoon clips to a monolingual partner. Early and L2 signers produced manual gestures at higher rates compared to non-signers, particularly iconic gestures, and used a greater variety of handshapes. These results indicate susceptibility of the co-speech gesture system to modification by extensive sign language experience, regardless of the age of acquisition. L2 signers produced more ASL signs and more handshape varieties than early signers, suggesting less separation between the ASL lexicon and the co-speech gesture system for L2 signers.

scholarly journals Semantic Crosstalk in Timbre Perception

2019 ◽  
Vol 2 ◽  
pp. 205920431984661 ◽  
Author(s):  
Zachary Wallmark
Keyword(s):  
High Frequency ◽  
Semantic Processing ◽  
Previous Experiment ◽  
Mixed Effects ◽  
Linear Mixed Effects ◽  
Acoustic Correlates ◽  
Mixed Effects Modeling ◽  
Semantic Associations ◽  
Synesthetic Congruency ◽  
Speeded Classification

Many adjectives for musical timbre reflect cross-modal correspondence, particularly with vision and touch (e.g., “dark–bright,” “smooth–rough”). Although multisensory integration between visual/tactile processing and hearing has been demonstrated for pitch and loudness, timbre is not well understood as a locus of cross-modal mappings. Are people consistent in these semantic associations? Do cross-modal terms reflect dimensional interactions in timbre processing? Here I designed two experiments to investigate crosstalk between timbre semantics and perception through the use of Stroop-type speeded classification. Experiment 1 found that incongruent pairings of instrument timbres and written names caused significant Stroop-type interference relative to congruent pairs, indicating bidirectional crosstalk between semantic and auditory modalities. Pre-Experiment 2 asked participants to rate natural and synthesized timbres on semantic differential scales capturing luminance (brightness) and texture (roughness) associations, finding substantial consistency for a number of timbres. Acoustic correlates of these associations were also assessed, indicating an important role for high-frequency energy in the intensity of cross-modal ratings. Experiment 2 used timbre adjectives and sound stimuli validated in the previous experiment in two variants of a semantic-auditory Stroop-type task. Results of linear mixed-effects modeling of reaction time and accuracy showed slight interference in semantic processing when adjectives were paired with cross-modally incongruent instrument timbres (e.g., the word “smooth” with a “rough” timbre). Taken together, I conclude by suggesting that semantic crosstalk in timbre processing may be partially automatic and could reflect weak synesthetic congruency between interconnected sensory domains.

The Use of Theory of Linear Mixed-Effects Models to Detect Fraudulent Erasures at an Aggregate Level

2021 ◽  
pp. 001316442199489
Author(s):  
Luyao Peng ◽  
Sandip Sinharay
Keyword(s):  
Type I Error ◽  
Real Data ◽  
Mixed Effects ◽  
Error Rates ◽  
Mixed Effects Models ◽  
Type I ◽  
Aggregate Level ◽  
Linear Mixed Effects Models ◽  
Linear Mixed Effects ◽  
Best Linear Unbiased

Wollack et al. (2015) suggested the erasure detection index (EDI) for detecting fraudulent erasures for individual examinees. Wollack and Eckerly (2017) and Sinharay (2018) extended the index of Wollack et al. (2015) to suggest three EDIs for detecting fraudulent erasures at the aggregate or group level. This article follows up on the research of Wollack and Eckerly (2017) and Sinharay (2018) and suggests a new aggregate-level EDI by incorporating the empirical best linear unbiased predictor from the literature of linear mixed-effects models (e.g., McCulloch et al., 2008). A simulation study shows that the new EDI has larger power than the indices of Wollack and Eckerly (2017) and Sinharay (2018). In addition, the new index has satisfactory Type I error rates. A real data example is also included.

scholarly journals Socioeconomic inequalities in children’s weight, height and BMI trajectories in Norway

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Teferi Mekonnen ◽  
Eleni Papadopoulou ◽  
Onyebuchi A. Arah ◽  
Anne Lise Brantsæter ◽  
Nanna Lien ◽  
...  
Keyword(s):  
Body Mass Index ◽  
Body Mass ◽  
Social Inequalities ◽  
Mixed Effects ◽  
Linear Mixed Effects ◽  
Parental Income ◽  
Educational Differences ◽  
Bmi Trajectories ◽  
Study Population ◽  
Weight Velocity

AbstractStudies exploring when social inequalities in body mass index (BMI) and its composites emerge and how these evolve with age are limited. Thus, this study explored parental income and education related inequalities in children’s weight, height, weight velocity and body mass index among Norwegian children from 1 month to 8 years. The study population included 59,927 family/children pairs participating in the Norwegian Mother, Father, and Child Cohort Study. Growth was modelled using the Jenss–Bayley model and linear mixed effects analyses were conducted. Maternal and paternal educational differences in children’s weight and BMI trajectories emerged during infancy, continuing to age 8 years. Parental income-related inequalities in children’s weight were observed from the age of 1 month to 4 years for maternal and up to 1 year for paternal income-related differences but then disappeared. Parental income-related inequalities in child’s BMI were observed from 18 months to 8 years for maternal income, and from 9 months to 8 years for paternal income-related differences. These results suggest that social inequalities in children’s BMI present early in infancy and continue to 8 years of age. The inequalities sometimes differed by indicator of socioeconomic position used. Interventions to combat these inequalities early in life are, thus needed.

scholarly journals Cerebral and Somatic Oxygen Saturation in Neonates with Congenital Heart Disease before Surgery

2021 ◽  
Vol 10 (11) ◽  
pp. 2455
Author(s):  
Mi Jin Kim ◽  
Jae Suk Baek ◽  
Jung A Kim ◽  
Seul Gi Cha ◽  
Jeong Jin Yu
Keyword(s):  
Time Trends ◽  
Biochemical Parameters ◽  
Near Infrared ◽  
Mixed Effects ◽  
Contributing Factors ◽  
Linear Mixed Effects Model ◽  
Linear Mixed Effects ◽  
Hypoxic Brain Injury ◽  
Hypoxic Brain ◽  
Cardiac Diagnosis

BACKGROUND: We investigated preoperative cerebral (ScO2) and abdominal (StO2) regional oxygen saturations according to cardiac diagnosis in neonates with critical CHD, their time trends, and the clinical and biochemical parameters associated with them. METHODS: Thirty-seven neonates with a prenatal diagnosis of CHD were included. ScO2 and StO2 values were continuously evaluated using near-infrared spectroscopy. Measurements were obtained hourly before surgery. A linear mixed effects model was used to assess the effects of time and cardiac diagnosis on regional oxygenation and to explore the contributing factors. RESULTS: Regional oxygenation differed according to cardiac diagnosis (p < 0.001). ScO2 was lowest in the patients with severe atrioventricular valvar regurgitation (AVVR) (48.1 ± 8.0%). StO2 tended to be lower than ScO2, and both worsened gradually during the period between birth and surgery. There was also a significant interaction between cardiac diagnosis and time. The factors related to ScO2 were hemoglobin and arterial saturation, whereas no factor was associated with StO2. CONCLUSIONS: Preoperative ScO2 and StO2 in critical CHD differed according to cardiac diagnosis. ScO2 in the patients with severe AVVR was very low, which may imply cerebral hypoxia. ScO2 gradually decreased, suggesting that the longer the time to surgery, the higher the risk of hypoxic brain injury.

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