joint factor analysis
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2020 ◽  
Vol 39 (9) ◽  
pp. 761-787
Author(s):  
Marta M. Maslej ◽  
Benoit H. Mulsant ◽  
Paul W. Andrews

Introduction: Researchers have proposed several theories of depressive rumination. To compare among them, we conducted a joint factor analysis. Methods: An online sample (n = 498) completed four rumination questionnaires and the Beck Depression Inventory. We examined associations between emerging factors and depressive symptoms. Results: Most commonly, people ruminated about solving problems in their lives, followed by the causes or consequences of negative situations. They least commonly ruminated about their symptoms and sadness. Thoughts about symptoms and causes or consequences of negative situations uniquely related to depressive symptoms. There was a circular covariance relation between depressive symptoms, thoughts about causes or consequences, and problem-solving, suggesting that symptoms are regulated by a negative feedback loop involving problem-solving. This feedback was not present unless models included thoughts about causes or consequences, suggesting that these thoughts benefit problem-solving. Discussion: Depressive rumination may be a dynamic process involving various thoughts, with different combinations of thoughts having different consequences for depression.


2017 ◽  
Vol 5 (4) ◽  
pp. 194 ◽  
Author(s):  
Jennifer Hofmann ◽  
Willibald Friedrich Ruch

Individuals differ in their appreciation of jokes and cartoons with respect to the structure of the humorous material (e.g., whether the jokes and cartoons are can be categorised in terms of incongruity-resolution or in terms of nonsense), as well as content (e.g., whether they contain sexual themes or not). While the 3WD (3 jokes dimensions) test allows for the measurement of such differences in a paper-pencil test of verbal jokes and visual cartoons, humour transported by other media, such as TV advertisements, has not been included so far. The current study aimed at assessing the appreciation of jokes and cartoons alongside the appreciation of humorous TV ads that were pre-categorized according to the structure and content factors of the 3WD. Moreover, relationships to personality and willingness to buy were also assessed. A sample of 134 adult participants completed the study. A joint factor analysis of the 3WD scores and humour appreciation in TV ads shows a five-factor structure, with three factors denominating the appreciation of incongruity-resolution humour, nonsense humour and sexual humour, a fourth factor denominating the liking of incongruity resolution humour with sexual themes (in both ads and jokes) and an advertisement specific factor. Thus, the 3WD dimensions can also be verified in humorous ads. Psychoticism and sensation seeking correlated negatively with the perceived funniness of incongruity resolution humour, replicating findings for the 3WD and additionally showing that the relationships are similar with respect to humour appreciation in TV advertisements. Moreover, the appreciation of humour predicted the willingness of the individual to buy the product or use the service. To conclude, the structure of humour appreciation is generalizable across media. Yet, there is also some advertisement specific variance and future studies may address the question of whether the 3WD covers all aspects of humour appreciation across media types. Moreover, knowing the target group of a product (and personality features of this group) may help to tailor the humour of the advertisement to match the “humour taste” of potential customers.


2017 ◽  
Vol 65 (1) ◽  
pp. 256-269 ◽  
Author(s):  
Bo Yang ◽  
Xiao Fu ◽  
Nicholas D. Sidiropoulos

2016 ◽  
Vol 44 (3) ◽  
pp. 414-427 ◽  
Author(s):  
Alexandra M. Burgess ◽  
Kelsie H. Okamura ◽  
Sonia C. Izmirian ◽  
Charmaine K. Higa-McMillan ◽  
Scott Shimabukuro ◽  
...  

2014 ◽  
Vol 28 (2) ◽  
pp. 198-211 ◽  
Author(s):  
Joke Van den Broeck ◽  
Leen Bastiaansen ◽  
Gina Rossi ◽  
Eva Dierckx ◽  
Barbara De Clercq ◽  
...  

2012 ◽  
Vol 37 (4) ◽  
pp. 555-559 ◽  
Author(s):  
Gang Lv ◽  
Heming Zhao

Abstract A speaker recognition system based on joint factor analysis (JFA) is proposed to improve whispering speakers’ recognition rate under channel mismatch. The system estimated separately the eigenvoice and the eigenchannel before calculating the corresponding speaker and the channel factors. Finally, a channel-free speaker model was built to describe accurately a speaker using model compensation. The test results from the whispered speech databases obtained under eight different channels showed that the correct recognition rate of a recognition system based on JFA was higher than that of the Gaussian Mixture Model-Universal Background Model. In particular, the recognition rate in cellphone channel tests increased significantly.


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