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Traffic Traffic Generator Generator
StudyStudy
Presentation Flow
What TGS Is The Questionnaires
The Fieldwork
The Data Processing
Sample Analysis
The Mapping
TNS Involvement
What is TGS?
The Traffic Generator Survey is intended to give key trade area information about a specific Jollibee store by: determining the traffic generators (optional) demographics of the store’s customers
Key Applications
Stores: Serves as analysis tool for RAPSS (Restaurant
Analysis for Profit & Sales Strategy) Identifies where people are coming from in
the RTA and where they go after dining RTAM (Retail Trade Area Mapping) detailed mapping of the trading area to
identify traffic generators and key competitors
Key Applications
Real Estate: Use as basis for site forecasting
Marketing Services: Use as reference for placement of outdoor ads
Pre-requisites for TGS
Material and data requirements: traffic count data population count RTA map
Manpower requirements: overall TGS point-person crew exclusively assigned to project on
TGS days
Frequency of Conducting TGS?
Default: 1x a year
More frequent than 1x a year: major competition: 3 months after opening major change (in store or RTA), either progressive or
continuous: immediate post-evaluation of RAPSS: immediate
New stores, if sales has stabilized: Metro Manila: 1 month after opening Provincial: 3 months after opening USA: shortest is 1 month, longest is 4 months
The Questionnaires
Origin Question 1
1 Eskwelahan2 Opisina3 Mall/Shop4 Tirahan5 Ospital6 Simbahan7 Gasolinahan8 Supermarket9 Palengke10 Sakayan11 Others
1 Wala2 Sinehan3 Amusement4 Food Court5 Shoe Store6 Supermarket7 Bingo8 Bookstore9 Hardware10 Toy Store11 Furniture Store12 Clothes Shop13 Department
Store14 Appliance
Store15 Others
For Free-For Free-standing standing StoresStores
For Mall StoresFor Mall Stores
AABago po
kayo nagpunta
rito sa Jollibee, saan po
kayo nanggaling? (Lagyan ng check
ang tamang bilog. Isa
lamang po.)
AABago po
kayo nagpunta
rito sa Jollibee,
saan pong lugar sa loob ng
mall na ito kayo
kaagad nanggaling? (Lagyan ng check
ang tamang bilog. Isa
lamang po.)
Origin Question 2
11 WalaWala2 Eskwelahan3 Opisina4 Mall/Shop5 Tirahan6 Ospital7 Simbahan8 Gasolinahan9 Supermarket10 Palengke11 Sakayan12 Others
1 Eskwelahan2 Opisina3 Mall/Shop4 Tirahan
5 5 Simbahan6 Supermarket
7 7 Palengke
8 8 Sakayan9 Others
For Free-For Free-standing standing StoresStores
For Mall StoresFor Mall Stores
BBBago po
kayo nagpunta
sa (A), saan po kayo kaagad
nanggaling? (Lagyan ng check
ang tamang bilog. Isa
lamang po.)
BBBago po
kayo nagpunta sa mall na
ito, saan po kayo
kaagad nanggaling? (Lagyan ng check
ang tamang bilog. Isa
lamang po.)
Destination Question 1
1 Eskwelahan2 Opisina3 Mall/Shop4 Tirahan5 Ospital6 Simbahan7 Gasolinahan8 Supermarket9 Palengke10 Sakayan11 Others
1 Wala2 Sinehan3 Amusement4 Food Court5 Shoe Store6 Supermarket7 Bingo8 Bookstore9 Hardware10 Toy Store11 Furniture Store12 Clothes Shop13 Department
Store14 Appliance
Store15 Others
For Free-For Free-standing standing StoresStores
For Mall StoresFor Mall Stores
CCPagkagaling po ninyo sa Jollibee store na ito, saan
kayo agad pupunta? (Lagyan ng check ang
tamang bilog. Isa
lamang po.)
CCSaan pong
lugar sa loob ng
mall na ito kayo
kaagad pupunta? (Lagyan ng check ang
tamang bilog. Isa
lamang po.)
Destination Question 2
1 WalaWala2 Eskwelahan3 Opisina4 Mall/Shop5 Tirahan6 Ospital7 Simbahan8 Gasolinahan9 Supermarket10 Palengke11 Sakayan12 Others
1 Eskwelahan2 Opisina3 Mall/Shop4 Tirahan
5 5 Simbahan6 Supermarket
7 7 Palengke
8 8 Sakayan9 Others
For Free-For Free-standing standing StoresStores
For Mall StoresFor Mall Stores
DDAt
pagkagaling po ninyo
sa (C), saan po ang
susunod ninyong
pupuntahan? (Lagyan ng check
ang tamang bilog. Isa
lamang po.)
DDAt
pagkagaling po ninyo sa mall na
ito, saan po ang
susunod ninyong
pupuntahan? (Lagyan ng check
ang tamang bilog. Isa
lamang po.)
The Socio-Demographic Questions
The Control Codes
• IN: Interviewer/Crew name
• I#: Interviewer number (for agency use only)
• DI: Date of interview
• ST: Start time
• EN: End time
• OB: Observed by
• Signatures
• Edit: accuracy and completeness check
• Code: labeling of responses
• Punch: encoding in computer
• Outlet
This instruction is not for the interviewers. It is for the respondents.
The Fieldwork
Method of Data Gathering
Default Method: Interval Intercept Sampling in lobby area
Medium to High Volume stores: interval of 10 Light Volume stores: interval of 5
Self-accomplished questionnaires No on-the-spot editing
Editing is done at coding stage
Fieldwork days On one (1) payday weekday On one (1) payday weekend On one (1) non-payday weekday On one (1) non-payday weekend
Time: Store opening until store closing
Method of Data Gathering
Expectations: Refusal rate: Free-standing (15%); mall (17%) Spoilage rate: Free-standing (18%); mall (8%)
Implication: Can estimate number of sheets to distribute given number of completed sheets targeted
• E.g., 200 distributed sheets will turn in minimum of around 160 completed sheets
Tokens: Items readily given to respondents, i.e., interviewer
does not not have to get from counter Or with claim stubs
The Data Processing
Reminders:
Only responses to QA and QC are to be encoded Responses to QB and QD are for logic-checks
only
The Data Processing Procedure:
Editing Coding Encoding
The Editing Stage
The only guiding rule: Answers should be logical
If QA answer as point of origin before coming to store does not appear logical, then consider QB answer If QB answer is more logical, interchange
QA and QB responses
If QC answer as point of destination after leaving the store does not appear logical, then consider QD answer If QD answer is more logical, interchange
QC and QD responses
Editing the Responses
Examples:
CameCamefromfrom
Vitas, TondoVitas, Tondo
Went toWent toNavotasNavotas
Ate atAte atJollibeeJollibeeMayonMayon
Would goWould goback toback to
Vitas, TondoVitas, Tondo
Would goWould gonowhere elsenowhere elseafterwardsafterwards
CameCamefromfrom
house: DPHPhouse: DPHP
Went toWent tooffice: DPHPoffice: DPHP
Ate atAte atJollibeeJollibeeMayonMayon
Would goWould goto mall:to mall:DPHPDPHP
Would go toWould go to““other” place:other” place:
DPHPDPHP
CameCamefromfrom
MalabonMalabon
Went toWent toKalookanKalookan
CityCity
Ate atAte atJollibeeJollibeeMayonMayon
Would goWould goGreenhillsGreenhills
MallMall
Would goWould goback toback to
KalookanKalookanCityCity
Editing the Responses
Examples:
CameCamefromfrom
AnonasAnonas
Went toWent toMakatiMakati
Ate atAte atJollibeeJollibeeKamiasKamias
Would goWould goto Paranaqueto Paranaque
Would goWould gonowhere elsenowhere elseafterwardsafterwards
CameCamefromfrom
NovalichesNovaliches
Went toWent toCongressionalCongressional
Ave.Ave.
Ate atAte atJollibeeJollibee
Tandang SoraTandang Sora
Would goWould goto Caviteto Cavite
Would go toWould go toCommonwealthCommonwealth
Ave.Ave.
CameCamefromfrom
MakatiMakati
Went toWent toAnonasAnonasGG
GG
The Coding Stage
Responses are labeled with numerical codes
The Coding Stage
Numerical responses are coded as they are
The Coding Stage
Qualitative responses are inputted as they are stated
The Coding Stage
Reminder: Do not forget to code the generator – QA answer or QC answer? (whichever is nearer to store)
GG
The Code Books
For QA and QC(Origin):
1 Eskwelahan2 Opisina3 Mall/Shop4 Tirahan5 Ospital6 Simbahan7 Gasolinahan8 Supermarket9 Palengke10 Sakayan11 Others
1 Wala2 Sinehan3 Amusement4 Food Court5 Shoe Store6 Supermarket7 Bingo8 Bookstore9 Hardware10 Toy Store11 Furniture
Store12 Clothes Shop13 Department
Store14 Appliance
Store15 Others
For Free-For Free-standing standing StoresStores
For Mall StoresFor Mall Stores
To avoid more columns in the Excel template, other responses will be
inputted as stated
1 Yes 2 No
Q1 (First-timer)Q1 (First-timer)
The Code Books
For the Behavioral and Socio-demo questions:
1 Today2 Yesterday3 Before yesterday
Q2 (Decision Time)Q2 (Decision Time)
1 15 minutes before2 15 minutes to 1 hour before3 More than 1 hour before
Q1b (Decision Time Today)Q1b (Decision Time Today)
1 Everyday2 5-6 times a week3 3-4 times a week4 1-2 times a week5 2-3 times a month6 Once a month7 Less than once a month
Q3 (Frequency of Visits)Q3 (Frequency of Visits)
The Code Books
For the Behavioral and Socio-demo questions:
1 None 4 Officemate2 Relative 5 Friend3 School mate 6 Others
Q4 (Companions)Q4 (Companions)
To avoid more columns in the Excel template, other responses will be
inputted as stated
1 Myself2 My companion
Q5 (Decision-Maker)Q5 (Decision-Maker)
The Code Books
For the Behavioral and Socio-demo questions:
1 Yes 2 No
Q7 (Second Transaction)Q7 (Second Transaction)
1 Male 2 Female
Q8a (Gender)Q8a (Gender)
1 Married 2 Single
Q8b (Civil Status)Q8b (Civil Status)
1 Working2 Not working3 Student4 Housewife
Q8c (Occupation)Q8c (Occupation)
The Code Books
For the Behavioral and Socio-demo questions:
1 13-15 5 40-492 16-19 6 50-593 20-29 7 60 +4 30-39
Q8i (Respondent’s Age)Q8i (Respondent’s Age)
The Code Books
For the Behavioral and Socio-demo questions:
1 12 and below2 13-15 6 40-493 16-19 7 50-594 20-29 8 60 +5 30-39
Q8j (Companion’s Age)Q8j (Companion’s Age)
The Encoding Stage
The TGS Excel The TGS Excel TemplatesTemplates
The TGS Excel Templates
After accurately encoding all the relevant responses, analysis may be jump-started by using the column down-arrow filters.
Choosing one variable in the pulldown menu will filter the whole database among respondents who satisfy the requirement
The TGS Excel Templates
Say you want to filter the database among those who came from homes
This database shows responses only among those who came from homes
The TGS Excel Templates
In this example, there were 12 respondents who came from homes You may count the cells
manually or just look at the “Count” result at the bottom of window
If you had a total of 30 respondents, then home origins account for 40% of total traffic
This figure has a MOE of +/-18%-points
which means that 40% may be as low as 22% or as high as 58%
Sample Analysis
Generator RatiosGenerator Ratios (N=96) (N=96)
• Residence 84%
• Church 5%
• Office 2%
• Wet Market 2%
• School 1%
• Mall/Shop 1%
• Public Utility Terminal 1%
• Others 3%
Pasig Rotonda
Origin Destination
Residence 65% 75%Mall/Shop 11% 2%Hospital 0% 1%Church 9% 1%Office 4% 6%School 2% 0%
Bank 2% 0%Supermarket 1% 0%Wet Market 1% 4%Public Utility Terminal 1% 5%Others 3% 5%
Origin/ Destination RatiosOrigin/ Destination Ratios (N=96) (N=96)
Pasig Rotonda
Origin Destination Generator
Pag-asa 4% 5% 5%Dr. Piliapil 1% 5% 5%Col. Licsi 4% 4% 5%Dr. Sixto Antonio 4% 5% 5%Katarungan 4% 4% 4%Francisco 2% 2% 2%
Pvt. Aureliana 1% 2% 2%
Residence Street Name RatiosResidence Street Name Ratios (N=96) (N=96)
Pasig Rotonda
Mode of Transportation RatiosMode of Transportation Ratios (N=96) (N=96)
Public Transport 60%On Foot 23%Private Vehicle 17%
Pasig Rotonda
Behavioral Profile
No 93%
Yes 7%
Whether First Time To Visit Jollibee*
183-4x a week
6Everyday
85-6x a week
401-2x a week
132-3x a month
10 Seldom than 1x/mo.
6Once a month
%Frequency of visits to Jollibee*
Today88%
(N=84)
Yesterday7%
Before Yesterday5%
Time Decided To Go To Jollibee*
15 min. prior to (49%) visiting Between 15 min. (29%) to 1 hour prior to visiting >1 hour prior to (21%) visiting
*Base: N=96, All respondents
*N=90 due to incomplete answer
Behavioral Profile
Who companions are*Who companions are*
Family 62%
Friend 29%
Officemate 5%
Schoolmate 1%
Alone 9%
Average Check per Person:P55.26
*Base: N=96, All respondents
Myself68%
Companion 32% (N=31)
Who Decided in Visiting Jollibee*
Family (65%) Friend (32%) Officemate (2%)
Total No.
Age of Companions
2016-19 yrs. old
86Less 12 yrs. old
1013-15 yrs. old
4420-29 yrs. old
2730-39 yrs. old
1540-49 yrs. old
650-59 yrs. old
5More than 60 yrs. old
Socio-demographic Profile
3%
19%
2%4%
51%
15%
5%
74%
26%
1%0%
10%
20%
30%
40%
50%
60%
70%
80%
Female Male Less12 yrs.
old
13-15yrs. old
16-19yrs. old
20-29yrs. old
30-39yrs. old
40-49yrs. old
50-59yrs. old
60+yrs. old
Gender* Age*
52%
12%
19%
16%
Working/Has businessNot workingStudentHousewife/Househusband
Occupation*
*Base: N=96, All respondents
Civil Status*
• Single 51%
• Married 49%
Sample Analysis
You can use the same set of analysis slides to look into special sub-segments like
Males and females Class ABC and D Weekend and weekday patrons Morning, afternoon and evening patrons Second transaction and non-second
transaction patrons Other segments of relevance to you
Sample Analysis
The next slides are an example of analysis among a special segment:
These will be among Frequent Visitors (1-2x a week)
Generator RatiosGenerator Ratios (N=36) (N=36)
• Residence 83%
• Church 6%
• School 3%
• Office 3%
• Wet Market 3%
• Others 3%
Pasig Rotonda
Origin Destination
Residence 64% 78%Church 17% 0%Mall/Shop 8% 0%Office 6% 6%School 3% 0%Wet Market 0% 8%Public Utility Terminal 0% 6%
Others 3% 3%
Origin/ Destination RatiosOrigin/ Destination Ratios (N=36) (N=36)
Pasig Rotonda
Mode of Transportation RatiosMode of Transportation Ratios (N=36) (N=36)
Public Transport 56%On Foot 25%Private Vehicle 19%
Pasig Rotonda
Behavioral Profile
No 100%
Yes 0%
Whether First Time To Visit Jollibee*
Today81%
(N=29)
Yesterday11%
Before Yesterday8%
Time Decided To Go To Jollibee*
15 min. prior to (55%) visiting Between 15 min. (31%) to 1 hour prior to visiting >1 hour prior to (14%) visiting
*Base: N=36, Those who visit Jollibee 1-2x a week
Behavioral Profile
Who companions are*Who companions are*
Family 72%
Friend 14%
Officemate 3%
Alone 22%
Average Check per Person:P67.10
Myself69%
Companion 31% (N=11)
Who Decided in Visiting Jollibee*
Family (73%) Friend (27%)
Total No.
Age of Companions
216-19 yrs. old
36Less 12 yrs. old
013-15 yrs. old
520-29 yrs. old
230-39 yrs. old
340-49 yrs. old
050-59 yrs. old
0More than 60 yrs. old
*Base: N=36, Those who visit Jollibee 1-2x a week
Socio-demographic Profile
3%
22%
3%8%
50%
6%8%
75%
25%
0%0%
10%
20%
30%
40%
50%
60%
70%
80%
Female Male Less12 yrs.
old
13-15yrs. old
16-19yrs. old
20-29yrs. old
30-39yrs. old
40-49yrs. old
50-59yrs. old
60+yrs. old
Gender* Age*
50%
8%11%
31%
Working/Has businessNot workingStudentHousewife/Househusband
Occupation*Civil Status*
• Single 33%
• Married 67%
*Base: N=36, Those who visit Jollibee 1-2x a week
The Mapping
The Mapping
TNS suggestion: stores to map respective RTAs Rationale: greater chance that store
personnel know house number-by-block distribution in store’s locality
Difference between Free-standing store and mall store maps Free-standing store: RTA boundaries Mall store: generator concentrations
Each dot represents
the generator of a
respondent.
Each dot represents
the generator of a
respondent.
The Mapping
Take note that, like what you can do with the analysis slides, you can also choose to map out
your store’s RTA among sub-segments
Weekday RTA and weekend RTA Male RTA and Female RTA
Age Group RTAs Second transaction RTAs
Whatever sub-segment is relevant to you
TNS Involvement
Reminder
For more accurate plotting of generators, TNS strongly suggests
that mapping should be done by the stores themselves
Fieldwork Considerations
Maximum no. of stores for simultaneous fieldwork5 stores
Other mandatories Signed Conforme Questionnaires
preferably sent directly to stores if not, should be picked up by/sent to TNS
2 days before start of actual fieldwork Written/emailed advice from MSM to store Tokens (can be kiddie or novelty item, or
food) preferably sent directly to stores
Timing
Lead time for pre-fieldwork preparation 1 week FR training Letters to managers, IDs, etc.
Fieldwork 4 weeks
Data Delivery (in CD or diskette) only (5 stores)1.5 weeks
Data Delivery (in CD or diskette) with Maps (5 stores)
2.5 weeks
Total 6.5 – 7.5 weeks
TNS Contact Details
Please contact: Mr. Gary de Ocampo, Associate Research Director
[email protected] Ms. Syl Suyom, Research Executive
[email protected] Ms. Rowena Lim, Research Assistant
Telephone No.: 818-11-50; 815-6307, 818-1142 to 43
Fax No.: 818-4587; 892-8249
Appendix: Table of Expected
Margins of Error
Table of Margins of Error
At 95% confidence level
Sample Size N Margin of Error MOE*24 2027 1930 1833 1738 1643 1549 1457 1367 1279 1196 10
119 9150 8196 7267 6384 5600 41067 32401 29604 1
*Assuming maximum variablity: p=0.50 and q=0.50