– vocative list: the new ratio out of terms and conditions in vocative towards the amount of all of the most other terms that have the brand new grammatical group of attract,
– foregone conclusion metric: try determined making use of the formula F = (noun + adjective + preposition + blog post – pronoun – verb – adverb – interjection + 100)/dos (Mairesse ainsi que kupony gleeden al., 2007),
– autosemantic index: number of autosemantic terms (noun, adjective, pronoun, numeral, verb, and you can adverb) in relation to amount of conditions (Cech et al., 2014).
Study Collection Processes
The players was in fact partners of men and women over the age of 15 just who enrolled about investigation voluntarily. Pursuing the investigation, they certainly were granted throughout the fifty USD. Data range is presented on the regulated ecosystem of an effective school to your sundays out-of .
A battery regarding care about-statement emotional evaluation was given that have cuatro fictive letters place at random between shot blocks. Brand new criteria of management was indeed always the same (a similar ecosystem, an identical personnel) and you can seemingly naturalistic to help make the members feel comfortable (these were allowed to calm down if needed and an assistant are present). The maximum quantity of build and term regarding condition have been purely obeyed to end this new perception of design of one’s disease on the brand new relationship ranging from linguistic ;s character (elizabeth.grams., since the discussed from the Hirsh and you can Peterson, 2009).
Participants
Quota choices was utilized in order to decide to try members. Brand new decisive traditional to possess dedication of quotas is actually many years, sex, and you may studies (Skrabal, 2014). This new addition standards was Czech citizenship, demand out of Czech as the mom language, an excellent psychical position (without procedures that have psychopharmaceuticals), a experience in both into the for every single enrolled couple (that would allow users to spell it out one another really and which have a separated take a look at). The players declared satisfaction out of standards of the signing an in depth told arrangement.
The sample is made of Nresp = 172 respondents, out of whom nm = 83 men, nw = 89 women. The distribution with respect to age and education is given in Table 1. The studied properties of the research sample correspond to distribution of the legally competent population in the Czech Republic, which makes generalization of results at this level possible.
Study Research
The analysis was conducted in seven steps. Outlier filtering: All texts showing outlying values for number of words (<100) and number of sentences (<5) were discarded. Reduction of variables, step one: low variability variables exclusion. Descriptive statistics for the studied QL variables were calculated and variables showing low level of variability were discarded from further calculations (if at least one of the following conditions were fulfilled: mdn = 0 or coefficient of variation sd/m < 0.05 or iqr/mdn < 0.05). Assessment of normality: A Kolmogorov–Smir;S) test was conducted. Lowering granularity of depressive scale: The depression subscale of the DASS-21 (min–max = 0–21) was transformed to DASS21_01 (non-depressive ? 6, depressive > 6), see Lovibond and Lovibond (1995).
Decrease in details, second step: exception to this rule parameters with non-significant intergroup variations (depressive vs. non-depressive). Which review was over making use of the Mann–Whitney test. It was held the brand new 8 evaluating having five types as well as 2 genders. Parameters one didn’t inform you high variations in some of the 8 tests was basically omitted. Production of designs. 7 habits are designed playing with logistic regression (to possess four types as well as 2 men and women). Predictive patterns integrated merely details demonstrating high differences between new depressive and you will non-depressive group about Yards–W try (look for step 5).
Comparison away from patterns: Brand new traditional of your quality of for each and every regression model try defined of the Nagelkerke coefficient roentgen dos > 0.cuatro. To evaluate the brand new predictive electricity out-of an unit, the second coefficients was in fact computed: precision (the amount of reliability: the probability you to a great respondent designated of the design because depressive in fact is depressive) and you may keep in mind (also known as awareness: your chances you to an effective respondent exactly who in fact is depressive is categorized because of the model as the depressive). Such coefficients is suitable for an imbalanced (unequal) try (Chawla, 2005). The new predictive power of your design are analyzed due to the fact sufficient if the it came across another conditions: precision >0.8 and bear in mind >0.six. The expectations of your data was exploratory and that it is not required to make use of multiple investigations correction (Li et al., 2016). The new variables that have been joined to your habits experienced an effective two-step choices. Habits were after that verified based on predetermined conditions (precision, recall).