UST GROUP
Studying Methodology Workshop for FMT students Class:
Tut4-FB08
Instructor:
Chu Duc Nghia
Group members:
Nguyen Hong Ngan Le Thi Quynh Trang Do Huy Nam Nguyen Thi Linh Thai Ba Dong Nguyen Manh Hieu
Outline Introduction Research Methodology
USTA GROUP
Results and Findings Data Analysis Evaluation
Recommendation and Conclusion
Introduction
USTA GROUP
s that give you more ways to present your words, images and media.
Research Methodology
Research Methodology • Sampling method and data collection Sampling method: Random sampling method using Excel
Data collection: Distribute and collect questionnaires
Research Methodology • Data processing • Formulas:
p ∗ (1 − p) σ∧ = p n • Significance level: • • •
x p= n ∧
α = 0.05
∧
z =
p −p0
σp
0
Results and Findings
Difficulties studying at FMT
Results and Findings
g ta n rc e P
Sources for study other than textbook 45 40 35 30 25 20 15 10 5 0
40
40
10 5
None
Library
Newspaper
5
Internet
Other
Time
Sources for study apart from textbooks
Results and Findings S elf-study time per day 47.5
50 40 30
27.5
20
15 10
l o /T tag ercn P
10 0 1 ho ur
2 - 3 ho urs
4 - 5 ho urs
> 5 ho ur
Tim e
Self-study time per day
Results and Findings
Revision before exam
Results and Findings Answer
No. of tudents
Yes No Total
11 29 40
Plan for studying
Results and Findings Answer
No. of students
Yes
8
No
32
Total
40
Confident with study management
Results and Findings
Skills students want to be taught
Data analysis • Orientation The facts about students study management The possibility of participating in workshops opened
Data analysis • Essential numerical data measures µ pˆ = p = 0.5
Mean:
Standard deviation:
σ pˆ =
p ∗ (1 − p ) 0.5 ∗ 0.5 = = 0.079 n 40
Sample proportion
pˆ =
x 26 = = 0.65 n 40
Data analysis • Assumptions Required assumptions The experiment is binomial The sample proportion is approximately normally distributed
Data Analysis • Assumption checking The experiment is binomial because + Identical trials + Two possible outcomes: P(yes)=P(no)=50% + Sample size is sufficiently large: np>=5, nq>=5
Data analysis • Procedure of hypothesis testing
Step 1: The null and alternative hypothesis Ho: p = 0.5 Ha: p >0.5 Step 2: Test statistic
z =
ˆ − p0 p
σpˆ
Data analysis • Procedure of hypothesis testing
Step 3: Level of significance:
Critical value:
α = 0.05 = 5%
zα = z 0.05 = 1.645
Step 4: Decision rule: Reject H0 if
z > zα = 1.645
Data analysis • Procedure of hypothesis testing Step 5: Value of test statistic
pˆ − p0 0.65 − 0.5 z= = = 1.90 σ pˆ 0.079
Step 6: Decision and Conclusion As z = 1.90 > 1.645, we reject H0 at 5% level of significance
Conclusion
Conclusion for Test Hypothesis Rejection Region Non-rejection Region
α = 0.05
1.645 1.90
Evaluation • Limitations
• Confusing questions: “Do you often do studying planning for each subject in semester?” • Unclear questions: “Do you think your studying methodology is effective and scientific?” • Information about the time to open workshops
Implication • Decide whether to open workshops • Find out difficulties of students • Help students to study well.
Conclusion • Difficulties of students studying at FMT • Not-good habits of students • The importance of workshops
Recomendation • Open workshops • Take measures to make improvements
Q & A
Thanks For Your Attention