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How Does Anxiety Influence Maths Performance and What Can We do About It?. David Sheffield, Staffordshire University. Acknowledgments. Sheila Ford, Paul Staples, David Clark-Carter. PhD students: Tom Hunt and Keven Smith. Undergraduate students: Tim Hobbs, Leah Vanono.
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How Does Anxiety Influence Maths Performance and What Can We do About It? David Sheffield, Staffordshire University.
Acknowledgments • Sheila Ford, Paul Staples, David Clark-Carter. • PhD students: Tom Hunt and Keven Smith. • Undergraduate students: Tim Hobbs, Leah Vanono.
What is Maths Anxiety? • Feelings of tension and anxiety that impair the ability to manipulate numbers and solve mathematical problems (Richardson and Suinn 1972). • Separate from but moderately correlated with other forms of anxiety (Ashcraft, Kirk & Hopko 1998).
Some Definitions • “Feelings of tension, apprehension, or even dread that interferes with the ordinary manipulation of number and the solving of mathematical problems” - Ashcraft & Faust (1994) • “The panic, helplessness, paralysis, and mental disorganization that arises among some people when they are required to solve a mathematical problem” - Tobias and Weissbrod (1980)
Some More Definitions • “An on-line reduction in the available working-memory capacity” • “Attention to or preoccupation with intrusive thoughts or worry” • “… become confused, are unable to focus on the task at hand, or keep thinking about how poor they are at math” - Ashcraft & Kirk (1999)
Prevalence • According to Burns (1998) 2/3 of Americans fear and loathe maths. • Jackson and Leffingwell (1999) found that only 7% of Americans have had a positive maths experience. • In a study of over 9000 students, Jones (2001) found that 25.9% had a moderate to high need of help with maths anxiety.
Effects of Maths Anxiety • Evidence for performance differences as a function of maths anxiety (Hembree 1990). • Prominent on two column addition problems involving carry operations (e.g. 27+56=?). Ashcraft & Faust (1994).
Relationship with working memory. • Intrusive thoughts and worries interfere with working memory (Eysenck & Calvo, 1992; Ashcraft & Kirk, 2001). • In complex addition, working memory may be important for storing information and keeping track of the calculation (Hitch, 1978).
3 Studies • Influence of secondary task on performance of maths anxious vs. non maths anxious individuals. • Neuropsychological correlates of maths anxiety. • Brief intervention for maths anxiety.
Study 1: Performance • Investigate errors that anxious vs. non anxious individuals make especially on complex arithmetical tasks (Ashcraft & Kirk, 2001). • Look at the effect of maths anxiety on a secondary task (serial recall of letters). • Coding of item information may be separate from coding of serial order in verbal short term memory (Burgess & Hitch, 1999).
MethodParticipants • 48 undergraduate students • 19 Men and 29 women • Aged between 18 and 25 years.
Tasks • Maths Only • Letter Recall Only • Dual Task • Order of presentation: • Letters presented – 6s read aloud • Sum presented – give answer (timed) • Prompt to recall letters in serial order
Tasks cont. • Varied by • Carry status (yes/no); • Difficulty (Basic (1+1 digit), Intermediate (2+1 digit), Complex (2+2 digit)); • Memory Load (2 or 6 letters). • 60 comparable problems for each of 3 task types.
Questionnaires • Short Mathematics Anxiety Rating Scale (sMARS; Alexander & Martray, 1989). • 25-item validated version. • Split into TERTILES for analysis
Examples of Questions • “Thinking about an upcoming maths test 5 minutes before”. • “Deciding how much of a tip to leave in a restaurant after a meal”. • “Having someone watch you as you add up a column of numbers”. -Richardson and Suinn (1988)
Accuracy (% correct) • Main effect of anxiety (F (2,45)=4.3 p=.02) • High Anxiety = 87.6 (6.0) • Medium Anxiety = 90.9 (4.3) • Low Anxiety = 92.3 (3.2). • Significant 3 way interaction between Task x memory load x anxiety. (F(2,45)=3.9, p=.03).
Serial Letter Recall (% of items recalled in correct serial order) • No significant main effect of anxiety • Significant 3 way interaction of task x difficulty x anxiety (F(2,90)=2.8 p=.03) • In the letter only condition there was a significant main effect of difficulty (p=<0.01) but no main effect of anxiety and no interaction between difficulty and anxiety. • In dual task condition, there were effects of difficulty (p<.01), anxiety (p<.05) and difficulty x anxiety (p<.05).
Discussion: summary • Maths anxiety has an effect on accuracy, particularly when performing a secondary task that puts heavy demands on working memory. • Maths anxiety had no effect on serial recall when there is no maths involved but there is an effect with a concurrent maths task and this effect is stronger with more difficult problems.
Discussion: interpretation • Maths anxiety probably affects accuracy because anxious thoughts load working memory resources which may be needed for calculation (counting strategies). • If these strategies are affected this may lead to errors, including losing a running total which results in large errors. • If anxious thoughts disrupt serial order then this would have implications for calculations that require counting strategies.
Study 2: EEG Investigation • Electroencephalogram (EEG) measures the activity of populations of neurons firing across the cerebral cortex. • Shows different states of alertness or consciousness. • There are changes in brain activation in response to a specific event (ERP).
ERPs and Arithmetic • Pauli et al (1994, 1996) found that parietal positivity was unaffected by practice. • In a case study (1997), Whalen et al stimulated a left parietal site of the cortex… performance on simple arithmetic was impaired. • Suggests the importance of the parietal region in relation to fact retrieval. • Frontal region associated with carry operation (working memory used); Kong et al. (1999).
Participants • 33 undergraduate initially took part. • 10 men and 23 women. After data screening, data for 22 participants were finally analysed. • Ages ranged from 18 to 45 years, mean = 23.4 years, SD = 6.7 years. • Given MARS (Richardson and Suinn, 1988) • Median split to define anxious from non-math anxious.
Experimental Stimuli • Two-digit addends. • 150 problems (75 with carry, 75 with no carry). • First addend taken from a range of 13 to 72. • Second addend randomly taken from a range of 11 to 13 and 17 to 19. • 15 carry and 15 no-carry problems assigned to the false answer condition (plausible but wrong answer). • Data only analysed from responses to 120 true problems.
Problem 17
Problem +
Problem 18
Problem =
Problem 35
Conclusions so far • Large differences within the (left) frontal area • Only in response to carry operations. • Both an initial response difference (perception - oh shit! It’s maths) and later difference in slow (Processing). • Carry operations = increased working memory load. • Also differences in parietal region (for carry and no-carry) - general calculation differences.
Intrusive Thoughts • Processing Efficiency Theory (Eysenck & Calvo, 1992) • Anxiety hinders task efficiency • Not related to individual ability • Worry pre-empts task processing • Inhibits effectiveness of working memory.
Inhibition Theory • Connelly, Hasher & Zacks, (1991) • Failure to inhibit task-irrelevant information • Leads to consumption of working memory processes. • Maths anxiety as a distractor (Ashcraft, 2002) and inability to inhibit it.
Study 3: Intervention • 2 types of intervention strategy (Zettle, 2003): • Behavioural approaches - focus directly on emotionality component of mathematics anxiety (first order changes). • Cognitive approaches - focus on altering the negative cognition’s contributing to mathematics anxiety.
Efficacy of Interventions • Hembree (1990) comparison of interventions. • Suggests behavioural interventions most effective in reducing math anxiety. • Some cognitive and mixed strategies as good. • Best interventions include systematic desensitization.
Aims • Develop brief behavioural intervention. • For primary school-aged children. • Evaluate effectiveness in reducing anxiety and increase math performance.
Participants • Three primary schools in the West-Midlands volunteered to take part in the study, consisting of 7 maths classes. • 154 participants took part in the study. • The experimental group contained 33 boys and 49 girls (4 classes). • The control group contained 35 boys and 37 girls (3 classes). • All participants were between the ages of 10 and 11 years old, in the final year of primary school (year six).
Pre-, Post- and Follow-Up Measures • Maths Anxiety Rating Scale for Children (MASC; Chiu & Henry, 1990). • This is a 4-point Likert scale consisting of 22 items. • Minor changes were made to the scale in order to reflect the UK population.
Pre-, Post- and Follow-Up Measures • Simple Addition Problems for two minutes. • Participants were presented with 4 sets of mathematics questions. • Each set contained 180 simple addition problems, including an equal number of basic fact, medium and large problems, presented as both carry and non-carry types (Ashcraft & Kirk, 2001).
Intervention • Modified from Meichenbaum’s (1972) cognitive modification program. • The behavioural component taught • relaxing diaphragmatic breathing, • anxiety reduction through imaginary • in situ desensitization (graded exposure while practicing relaxing breathing).
Control Group • The control group did not receive an intervention in second session. • Instead, participants were involved in a neutral control session consisting of classroom games • After 5 week follow-up taught intervention.