Exam 16: GlM 5: Mixed Designs

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Mixed ANOVA:

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An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. -Which of the following output tables is not relevant for analysing the data from the current example? An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following output tables is not relevant for analysing the data from the current example?    An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following output tables is not relevant for analysing the data from the current example?

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An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. -Which of the following sentences is the correct interpretation of the interaction between distraction and age? An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following sentences is the correct interpretation of the interaction between distraction and age?    An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following sentences is the correct interpretation of the interaction between distraction and age?

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Which of the following assumptions are relevant for mixed ANOVA?

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Field and Lawson (2003) reported the effects of giving children aged 7-9 years positive, negative or no information about novel animals (Australian marsupials). This variable was called 'Infotype'. The gender of the child was also examined. The outcome was the time taken for the children to put their hand in a box in which they believed either the positive, negative, or no information animal was housed (positive values = longer than average approach times, negative values = shorter than average approach times). Some simple contrasts were performed on the data. Based on the SPSS output given, which of the following statements is true? (Levels of Infotype were entered in the following order: negative information, positive information, no information). \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad Tests of Within-Subjects Effects Measure: MEASURE 1 Source Type III Sum of Squares df Mean Square F Sig. INFOTYPE Sphericity Assumed 9.177 2 4.588 7.283 .001 Greenhouse-Geisser 9.177 1.940 4.730 7.283 .001 Huynh-Feldt 9.177 2.000 4.588 7.283 .001 Lower-bound 9.177 1.000 9.177 7.283 .010 INFOTYPE * GENDER Sphericity Assumed .599 2 .299 .475 .623 Greenhouse-Geisser .599 1.940 .309 .475 .618 Huynh-Feldt .599 2.000 .299 .475 .623 Lower-bound .599 1.000 599 475 495 Error(INFOTYPE) Sphericity Assumed 51.664 82 .630 Greenhouse-Geisser 51.664 79.544 650 Huynh-Feldt 51.664 82.000 630 Lower-bound 51.664 41.000 1.260 \quad \quad \quad \quad \quad \quad \quad \quad Tests of Between-Subjects Effects Measure: MEASURE_1 Transformed Variable: Average Source Type III Sum of Squares dif Mean Square F Sig. Intercept 2.034-02 1 2.034-02 .049 .826 GENDER 1.822-03 1 1.822-03 .004 .948 Error 17.109 41 417 \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad Tests of Within-Subjects Contrasts Measure: MEASURE 1 Source INFOTYPE Type II Sum of Squares df Mean Square F Sig. INFOTYPE Level 1 vs. Level 3 11.090 1 11.090 8.762 .005 Level 2 vs. Level 3 447 1 447 420 .521 INFOTYPE * GENDER Level 1 vs. Level 3 1.177 1 1.177 930 341 Level 2 vs. Level 3 174 1 174 .163 .688 Error(INFOTYPE) Level 1 vs. Level 3 51.896 41 1.266 Level 2 vs. Level 3 43.689 41 1.066

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An experiment was conducted to see how people with eating disorders differ in their need to exert control in different domains. Participants were classified as not having an eating disorder (control ), as having anorexia nervosa (anorexic), or as having bulimia nervosa (bulimic ). Each participant underwent an experiment that indicated how much they felt the need to exert control in three domains: eating, friendships and the physical world (this final category was a control domain in which the need to have control over things like gravity or the weather was assessed ). So all participants gave three responses in the form of a mean reaction time; a low reaction time meant that the person did feel the need to exert control in that domain. The variables have been labelled as group (control, anorexic, or bulimic ) and domain (food, friends, or physical laws). -Looking at the output below, what can we conclude about the main effect of the domain variable? An experiment was conducted to see how people with eating disorders differ in their need to exert control in different domains. Participants were classified as not having an eating disorder (control ), as having anorexia nervosa (anorexic), or as having bulimia nervosa (bulimic ). Each participant underwent an experiment that indicated how much they felt the need to exert control in three domains: eating, friendships and the physical world (this final category was a control domain in which the need to have control over things like gravity or the weather was assessed ). So all participants gave three responses in the form of a mean reaction time; a low reaction time meant that the person did feel the need to exert control in that domain. The variables have been labelled as group (control, anorexic, or bulimic ) and domain (food, friends, or physical laws).  -Looking at the output below, what can we conclude about the main effect of the domain variable?

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Which of the following sentences is correct?

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An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. - Which of the following sentences regarding the results of the simple contrasts of the distraction variable is correct? An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. - Which of the following sentences regarding the results of the simple contrasts of the distraction variable is correct?      An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. - Which of the following sentences regarding the results of the simple contrasts of the distraction variable is correct?      An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. - Which of the following sentences regarding the results of the simple contrasts of the distraction variable is correct?

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Field and Lawson (2003) reported the effects of giving children aged 7-9 years positive, negative or no information about novel animals (Australian marsupials). This variable was called 'Infotype'. The gender of the child was also examined. The outcome was the time taken for the children to put their hand in a box in which they believed either the positive, negative, or no information animal was housed (positive values = longer than average approach times, negative values = shorter than average approach times). Based on the output below, what could you conclude?  Field and Lawson (2003) reported the effects of giving children aged 7-9 years positive, negative or no information about novel animals (Australian marsupials). This variable was called 'Infotype'. The gender of the child was also examined. The outcome was the time taken for the children to put their hand in a box in which they believed either the positive, negative, or no information animal was housed (positive values = longer than average approach times, negative values = shorter than average approach times). Based on the output below, what could you conclude?    \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad  Tests of Within-Subjects Effects Measure: MEASURE 1  \begin{array}{|ll|r|r|r|r|r|}  \hline & \text { Source } & \begin{array}{c} \text { Type III Sum } \\ \text { of Squares } \end{array} &{\text { df }} & \text { Mean Square } & {\text { F }} &{\text { Sig. }} \\ \hline \text { INFOTYPE } & \text { Sphericity Assumed } & 9.177 & 2 & 4.588 & 7.283 & .001 \\ & \text { Greenhouse-Geisser } & 9.177 & 1.940 & 4.730 & 7.283 & .001 \\ & \text { Huynh-Feldt } & 9.177 & 2.000 & 4.588 & 7.283 & .001 \\ & \text { Lower-bound } & 9.177 & 1.000 & 9.177 & 7.283 & .010 \\ \hline \text { INFOTYPE * GENDER } & \text { Sphericity Assumed } & .599 & 2 & .299 & .475 & .623 \\ & \text { Greenhouse-Geisser } & .599 & 1.940 & .309 & .475 & .618 \\ & \text { Huynh-Feldt } & .599 & 2.000 & .299 & .475 & .623 \\ & \text { Lower-bound } & .599 & 1.000 & .599 & .475 & 495 \\ \hline \text { Error(INFOTYPE) } & \text { Sphericity Assumed } & 51.664 & 82 & .630 & & \\ & \text { Greenhouse-Geisser } & 51.664 & 79.544 & .650 & & \\ & \text { Huynh-Feldt } & 51.664 & 82.000 & 630 & &\\ \hline \end{array}    \quad \quad \quad \quad \quad \quad \quad \quad \quad  Tests of Between-Subjects Effects Measure: MEASURE_1 Transformed Variable: Average  \begin{array}{|l|r|r|r|r|r|} \hline  \text { Source } & \begin{array}{c} \text { Type III Sum } \\ \text { of Squares } \end{array} & {\text { df }} & \text { Mean Square } &{\text { F }} & {\text { Sig. }} \\ \hline \text { Intercept } & 2.034 \mathrm{E}-02 & 1 & 2.034 \mathrm{E}-02 & .049 & 826 \\ \text { GENDER } & 1.822 \mathrm{E}-03 & 1 & 1.822 \mathrm{E}-03 & 004 & .948 \\ \text { Error } & 17.109 & 41 & -417 & & \\ \hline \end{array}   \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad Tests of Within-Subjects Effects Measure: MEASURE 1 Source Type III Sum of Squares df Mean Square F Sig. INFOTYPE Sphericity Assumed 9.177 2 4.588 7.283 .001 Greenhouse-Geisser 9.177 1.940 4.730 7.283 .001 Huynh-Feldt 9.177 2.000 4.588 7.283 .001 Lower-bound 9.177 1.000 9.177 7.283 .010 INFOTYPE * GENDER Sphericity Assumed .599 2 .299 .475 .623 Greenhouse-Geisser .599 1.940 .309 .475 .618 Huynh-Feldt .599 2.000 .299 .475 .623 Lower-bound .599 1.000 .599 .475 495 Error(INFOTYPE) Sphericity Assumed 51.664 82 .630 Greenhouse-Geisser 51.664 79.544 .650 Huynh-Feldt 51.664 82.000 630 \quad \quad \quad \quad \quad \quad \quad \quad \quad Tests of Between-Subjects Effects Measure: MEASURE_1 Transformed Variable: Average Source Type III Sum of Squares df Mean Square F Sig. Intercept 2.034-02 1 2.034-02 .049 826 GENDER 1.822-03 1 1.822-03 004 .948 Error 17.109 41 -417

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An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. -Which of the following sentences regarding the output below is correct? An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following sentences regarding the output below is correct?

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An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. -Which of the following would be the most appropriate method for analysing these data?

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An experiment was conducted to see how people with eating disorders differ in their need to exert control in different domains. Participants were classified as not having an eating disorder (control), as having anorexia nervosa (anorexic), or as having bulimia nervosa (bulimic). Each participant underwent an experiment that indicated how much they felt the need to exert control in three domains: eating, friendships and the physical world (this final category was a control domain in which the need to have control over things like gravity or the weather was assessed). So all participants gave three responses in the form of a mean reaction time; a low reaction time meant that the person did feel the need to exert control in that domain. The variables have been labelled as group (control, anorexic, or bulimic) and domain (food, friends, or physical laws). -Of the following options, which analysis should be conducted?

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An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. -Which of the following sentences regarding the output below is correct? An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following sentences regarding the output below is correct?

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A three-way ANOVA:

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An experiment was conducted to see how people with eating disorders differ in their need to exert control in different domains. Participants were classified as not having an eating disorder (control), as having anorexia nervosa (anorexic), or as having bulimia nervosa (bulimic). Each participant underwent an experiment that indicated how much they felt the need to exert control in three domains: eating, friendships and the physical world (this final category was a control domain in which the need to have control over things like gravity or the weather was assessed). So all participants gave three responses in the form of a mean reaction time; a low reaction time meant that the person did feel the need to exert control in that domain. The variables have been labelled as group (control, anorexic, or bulimic) and domain (food, friends, or physical laws). - Looking at the output below, what can we conclude about the main effect of the group variable? An experiment was conducted to see how people with eating disorders differ in their need to exert control in different domains. Participants were classified as not having an eating disorder (control), as having anorexia nervosa (anorexic), or as having bulimia nervosa (bulimic). Each participant underwent an experiment that indicated how much they felt the need to exert control in three domains: eating, friendships and the physical world (this final category was a control domain in which the need to have control over things like gravity or the weather was assessed). So all participants gave three responses in the form of a mean reaction time; a low reaction time meant that the person did feel the need to exert control in that domain. The variables have been labelled as group (control, anorexic, or bulimic) and domain (food, friends, or physical laws). - Looking at the output below, what can we conclude about the main effect of the group variable?

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An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. -Which of the following sentences is the correct interpretation of the main effect of distraction? An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following sentences is the correct interpretation of the main effect of distraction?    An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following sentences is the correct interpretation of the main effect of distraction?

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An experiment was conducted to see how people with eating disorders differ in their need to exert control in different domains. Participants were classified as not having an eating disorder (control), as having anorexia nervosa (anorexic), or as having bulimia nervosa (bulimic). Each participant underwent an experiment that indicated how much they felt the need to exert control in three domains: eating, friendships and the physical world (this final category was a control domain in which the need to have control over things like gravity or the weather was assessed). So all participants gave three responses in the form of a mean reaction time; a low reaction time meant that the person did feel the need to exert control in that domain. The variables have been labelled as group (control, anorexic, or bulimic) and domain (food, friends, or physical laws). - Looking at the output below, what can we conclude about the group × domain interaction effect? An experiment was conducted to see how people with eating disorders differ in their need to exert control in different domains. Participants were classified as not having an eating disorder (control), as having anorexia nervosa (anorexic), or as having bulimia nervosa (bulimic). Each participant underwent an experiment that indicated how much they felt the need to exert control in three domains: eating, friendships and the physical world (this final category was a control domain in which the need to have control over things like gravity or the weather was assessed). So all participants gave three responses in the form of a mean reaction time; a low reaction time meant that the person did feel the need to exert control in that domain. The variables have been labelled as group (control, anorexic, or bulimic) and domain (food, friends, or physical laws). - Looking at the output below, what can we conclude about the group × domain interaction effect?    An experiment was conducted to see how people with eating disorders differ in their need to exert control in different domains. Participants were classified as not having an eating disorder (control), as having anorexia nervosa (anorexic), or as having bulimia nervosa (bulimic). Each participant underwent an experiment that indicated how much they felt the need to exert control in three domains: eating, friendships and the physical world (this final category was a control domain in which the need to have control over things like gravity or the weather was assessed). So all participants gave three responses in the form of a mean reaction time; a low reaction time meant that the person did feel the need to exert control in that domain. The variables have been labelled as group (control, anorexic, or bulimic) and domain (food, friends, or physical laws). - Looking at the output below, what can we conclude about the group × domain interaction effect?

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An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. -What does the following output table tell us about the age variable?  An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -What does the following output table tell us about the age variable?    \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad  Tests of Between-Subjects Effects Measure: MEASURE_1 Transformed Variable: Average  \begin{array}{|l|r|r|r|r|r|r|} \hline\text { Source } & \begin{array}{c} \text { Type III Sum } \\ \text { of Squares } \end{array} & \text { df } & \text { Mean Square } & {\text { F }} & {\text { Sig. }} & {\begin{array}{c} \text { Partial Eta } \\ \text { Squared } \end{array}} \\ \hline \text { Intercept } & 980.000 & 1 & 980.000 & 845.367 & .000 & .979 \\ \text { Age } & 1.800 & 1 & 1.800 & 1.553 & .229 & .079 \\ \text { Error } & 20.867 & 18 & 1.159 & & &\\ \hline \end{array}   \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad \quad Tests of Between-Subjects Effects Measure: MEASURE_1 Transformed Variable: Average Source Type III Sum of Squares df Mean Square F Sig. Partial Eta Squared Intercept 980.000 1 980.000 845.367 .000 .979 Age 1.800 1 1.800 1.553 .229 .079 Error 20.867 18 1.159

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An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis. -Which of the following sentences regarding the results of the simple contrasts of the distraction variable is correct? An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following sentences regarding the results of the simple contrasts of the distraction variable is correct?      An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following sentences regarding the results of the simple contrasts of the distraction variable is correct?      An experiment was done to compare the effect of having a conversation via a hands-free mobile phone, having a conversation with an in-car passenger, and no distraction (baseline) on driving accuracy. Twenty participants from two different age groups (18-25 years and 26-40 years) took part. All participants in both age groups took part in all three conditions of the experiment (in counterbalanced order), and their driving accuracy was measured by a layperson who remained unaware of the experimental hypothesis.  -Which of the following sentences regarding the results of the simple contrasts of the distraction variable is correct?

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