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• 1. Literature review• 2. Hypothesis generation• 3. Hypothesis Testing• 4. Suggestion formulation• 5. Final suggestions
Daily fruit intake (Serving) (471 college students)
Kathryn Silliman, Kathleen Rodas-Fortier, Michelle Neyman. A Survey of Dietary and Exercise Habits and Perceived Barriers to Following a Healthy Lifestyle in a College Population . Californian Journal of Health Promotion 2004;2:10-19 .
≦ 1 / week 2-6 / week 1 / day 2-3 / day ≧ 4 /day0%5%
10%15%20%25%30%35%40%45%
19%
39%
14%
25%
3%
35% 36%
16%
11%
2%
Female Male
Enough Male: 87%Female: 72%
With family Alone With othersUni. Hostel Overall 0%
20%
40%
60%
80%
100%
69% 68%62% 66% 65%
Eat fruit at least 2 times a week(3,412 college students)
Devine P, Lloyd K , Gray AM, Northern Ireland Social and Political Archive (ARK). University Student Food Attitudes and Behaviour Survey. http://www.food.gov.uk/multimedia/pdfs/nistudentsurvey2005.pdf Accessed on 17th Oct 2009.
EnoughAt least 35% eating not enough
With family Alone With othersUni. Hostel Overall 0%
20%
40%
60%
80%
100%
69% 68%62% 66% 65%
Eat fruit at least 2 times a week(3,412 college students)
Devine P, Lloyd K , Gray AM, Northern Ireland Social and Political Archive (ARK). University Student Food Attitudes and Behaviour Survey. http://www.food.gov.uk/multimedia/pdfs/nistudentsurvey2005.pdf Accessed on 17th Oct 2009.
Big Difference
Mean weekly fruit consumption (serving) (84 college students)
Live at home Live away from Home012345678
Before Uni. After Uni
Angeliki Papadaki, George Hondros, Jane A. Scott, Maria Kapsokefalou. Eating habits of University students living at, or away from home in Greece. Appetite 2007;491:169–176.
EnoughBoth groups not eating enough
Mean weekly fruit consumption (serving) (84 college students)
Live at home Live away from Home012345678
Before Uni. After Uni
Angeliki Papadaki, George Hondros, Jane A. Scott, Maria Kapsokefalou. Eating habits of University students living at, or away from home in Greece. Appetite 2007;491:169–176.
Eat more fruit !
How often students eat fruits? (540 college students)
Daily 3-4 times/week 1-2 times/week Rarely0%
10%
20%
30%
40%
50%
32%
17%
27%24%
Ruka Sakamaki, Kenji Toyama, Rie Amamoto, Chuan-Jun Liu, Naotaka Shinfuku. Nutritional knowledge, food habits and health attitude of Chinese university students –a cross sectional study. Nutrition Journal 2005;4: doi:10.1186/1475-2891-4-4.
Enough
68% may not eating enough
Definition1. “University students”
2. “Eating enough”
3. “Fruit”
4. “Hostel-living students”
5. “Non-hostel-living students”
3. Hypothesis Testing(187 CUHK students)
• Study design
3. Hypothesis Testing(187 CUHK students)
August •Design of Pre-Test Questionnaire
Early September •Distribution of Pre-test Questionnaire•Analysis of Pre-Test Questionnaire
Mid September •Design of Questionnaire (based on Pre-Test Questionnaire)•Distribution of Questionnaire
Late September •Distribution of Questionnaire
October •Analysis of Questionnaire Result
Data Collection1. What to collect
2. When to collect: Sep 2009 to Oct 2009
3. Where to collect: CUHK campus
4. Whom to ask: 10,999 under grad
3. Hypothesis Testing(187 CUHK students)
Sample size calculation
Margin of error: 7.5%
Confidence level: 95%
Population size: 10,999
Response distribution is 50%
Calculated sample size is 165.
3. Hypothesis Testing(187 CUHK students)
Modified Random Sampling• Different times• Different places• Different occasions• Samples randomly selected from crowd
3. Hypothesis Testing(187 CUHK students)
Outcome Measurement (OM)• 1o OM: mean fruit intake per day. • 2o OM: mean value assigned to each
encouraging factor. • 3o OM: acceptability of price of fruit
selling.
3. Hypothesis Testing(187 CUHK students)
Questionnaire Design • current fruit intake habit of students • fruit selling suggestions • questions to test interviewees’ knowledge• demographic data
Pre-test • 40 sample
3. Hypothesis Testing(187 CUHK students)
Statistic Analysis• SPSS 16.0 (SPSS Inc., Chicago, IL, USA) • Categorical variables: %• Continuous variables: mean +/-SD • 2-sided• p-value=0.05 • 2 independent groups of continuous variables normally
distributed data : T-test• 2 independent groups of continuous variables skewed
distributed data: Wilcoxon Rank Sum test• > 2 groups of independent data normally distributed
data: ANOVA • > 2 groups of independent data normally skewed data:
nonparametric ANOVA• Discrete data: Chi-square test
3. Hypothesis Testing(187 CUHK students)
• Percentage distribution of gender
• Percentage distribution of College
3. Hypothesis Testing(187 CUHK students)
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Fruit Survey Result
• Percentage distribution of Year
• Percentage distribution of faculties
3. Hypothesis Testing(187 CUHK students)
Fruit Survey Result
• Percentage distribution between hostel-living and non-hostel-living students
• Percentage distribution between family income (HK dollar per month)
3. Hypothesis Testing(187 CUHK students)
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Fruit Survey Result
Statistic to the question “How many servings of fruit so you take every day?” Divided by options:
3. Hypothesis Testing(187 CUHK students)
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Fruit Survey Result
Statistic to the question “Please “” box(es) that best describes the TIME you
eat the fruit How many servings of fruit so you take every day?”
3. Hypothesis Testing(187 CUHK students)
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Fruit Survey Result
Statistic to the question “Please “” the box(es) that indicate the fruit you have been eating last week”
3. Hypothesis Testing(187 CUHK students)
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Fruit Survey Result
Statistic to the question “Please “” the box that best describes your HABIT in eating the fruit with peel (skin), provided that the peel can be eaten like apple, grape”
3. Hypothesis Testing(187 CUHK students)
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Fruit Survey Result
Mean value of each factors (0 being less important and 4 being most important) for hostel living students
3. Hypothesis Testing(187 CUHK students)
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Fruit Survey Result
Acceptance of different selling price and preparation
3. Hypothesis Testing(187 CUHK students)
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Fruit Survey Result
3. Hypothesis Testing(187 CUHK students)
Enough
Overall Hostel Non-hostel 1
1.1
1.2
1.3
1.4
1.241.16
1.34
No. fruit serving / day (mean)
Hypothesis seems correct !
Interpretation of Result
Overall Hostel Non-hostel 1
1.1
1.2
1.3
1.4
1.241.16
1.34
3. Hypothesis Testing(187 CUHK students)
No. fruit serving / day (mean)
Hostel-living students eat less fruit !
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Interpretation of Result
4. Suggestion formation
0
0.5
1
1.5
2
2.5
1.782.04 2.06
1.9
0.700000000000001
1.291.12
1.31
1.63
Encouraging factors (Hostel student mean)
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
TOP 4 factors Easy to buy !!!
4. Suggestion formation
$3/whole fruit $5/juice $3/frui box $1/fruit string0%
20%
40%
60%
80%
100%82% 79%
65%
78%
Leung HB, Leung TL ,Mak WC, Yu CY. Fruit intake habit of Hong Kong university students Final Year Project Survey . Presented on 23rd Oct 2009 at CUHK.
Willingness to buy (Hostel student)
$3/whole fruit Most well accepted !
Only for $5!!!
FRESH FRUIT JUICE SELLING
Date: 15/10/09 (Thursday) Time: 10:00pm to 12:00amVenue: 8/F Tuck-shop
Doesn’t it make you
thirsty just looking at
it?
Students’ responses (1)
Watermelon Apple + Pear Apple + Banana
0
2
4
6
8
10
12
14
No
. o
f c
up
s
Total: 30 cups
Fresh fruit juice Soft drinks0
5
10
15
20
25
30
35
30
8
No
. o
f c
up
s/c
an
s s
old
Students’ responses (1)
5. Final suggestions
2. and
Amy Richards Kendrak. Kattelmann, Cuirong Ren. Motivating 18- to 24-Year-Olds to Increase TheirFruit and Vegetable Consumption. J Am Diet Assoc. 2006;106:1405-1411.
Fruit and vegetable servings/day(437 college students)
Control Intervention0
1
2
3
4Before After
Intervention 1 serving/day!