Statistical Treatment and Tables_SPC Research

7/25/2019 Statistical Treatment and Tables_SPC Research

1/27

Group Type of Card PHARMACY BRANCH Gender Age

1 With reward One Fai!y Ma!e "#

$ With reward One Fai!y Fea!e $%

# With reward One Fai!y Ma!e #1

% With reward One Fai!y Ma!e $&

' With reward One Fai!y Fea!e #$

" With reward One Fai!y Fea!e $(( With reward One Fai!y Fea!e $1

) With reward One Fai!y Ma!e ')

& With reward One Fai!y Fea!e #(

1* With reward One Fai!y Ma!e 1&

11 With reward One Fai!y Fea!e %&

1$ With reward One Fai!y Ma!e "%

1# With reward One Fai!y Fea!e %*

1% With reward One Fai!y Fea!e 1)

1' With reward One Fai!y Fea!e "#

1" With reward +u,re! Ma!e $&1( With reward +u,re! Fea!e $1

1) With reward +u,re! Fea!e "$

1& With reward +u,re! Ma!e $%

$* With reward +u,re! Fea!e $"

$1 With reward +u,re! Fea!e #*

$$ With reward +u,re! Fea!e $(

$# With reward +u,re! Fea!e '$

$% With reward +u,re! Fea!e %"

$' With reward +u,re! Fea!e '#

$" With reward +u,re! Fea!e '*

$( With reward +u,re! Fea!e $&

$) With reward +u,re! Ma!e #"

$& With reward +u,re! Ma!e #1

#* With reward +u,re! Ma!e $'

1 Without reward Boti-a Hanoi Fea!e $"

$ Without reward Boti-a Hanoi Fea!e $)

# Without reward Boti-a Hanoi Fea!e $%

% Without reward Boti-a Hanoi Ma!e $&

' Without reward Boti-a Hanoi Fea!e '&

" Without reward Boti-a Hanoi Fea!e 1)

( Without reward Boti-a Hanoi Fea!e $1

) Without reward Boti-a Hanoi Fea!e $)

& Without reward Boti-a Hanoi Fea!e $(

1* Without reward Boti-a Hanoi Fea!e $"

11 Without reward Boti-a Hanoi Ma!e "*

1$ Without reward Boti-a Hanoi Ma!e %)

1# Without reward Boti-a Hanoi Ma!e $&

1% Without reward Boti-a Hanoi Fea!e $'


2/27

1' Without reward Boti-a Hanoi Fea!e '(

1" Without reward Beu.ie Ma!e $"

1( Without reward Beu.ie Fea!e #&

1) Without reward Beu.ie Fea!e #%

1& Without reward Beu.ie Ma!e $(

$* Without reward Beu.ie Fea!e $$

$1 Without reward Beu.ie Fea!e ##$$ Without reward Beu.ie Ma!e "1

$# Without reward Beu.ie Fea!e ")

$% Without reward Beu.ie Fea!e 1&

$' Without reward Beu.ie Fea!e '%

$" Without reward Beu.ie Fea!e $%

$( Without reward Beu.ie Fea!e %(

$) Without reward Beu.ie Fea!e $)

$& Without reward Beu.ie Fea!e #*

#* Without reward Beu.ie Ma!e $"


3/27

Pre/0a!e Pot2a!e Pre2tore.iit Pot2tore Preyo Carditt

$%13'* ''#3** ' 1* 1 *

&'#3%* 14(*&3** 1) #* 1 *

1$*3$* ""13** $ 1* 1 *

#1(3$* )##3** % 1* 1 *

)(13## 14#"%3(' 1% $* 1 *

14$"(3"( $4*)13'* $* #* 1 * 14''(3)( $4$%$3** $# #* 1 *

#113*% (&%3'* ' 1$ 1 *

''3** 11)3** 1 $ 1 *

)1'3$' 14$$(3** 1' $* 1 *

&1(3$' 14"*)3(' 1$ $* 1 *

"%%3(* &"13** ( 1* 1 *

14')#3## $4')'3** $* #* 1 *

#1#3'% )1$3'* ' 1$ 1 *

14*#13$' 14%''3** 1' $* 1 *

14#()3)* $4%%)3** 1) #* 1 * 14#%*3** $4*($3** $* $& 1 *

$')3"( %#*3** % " 1 *

1(%3"* "$$3** # 1* 1 *

14*"(3(# 14($*3** 1' $$ 1 *

($(3$* 14#1$3** 1$ $* 1 *

14*&'3** 14&('3** 1' $' 1 *

#*13"( (&"3** ' 1$ 1 *

14#')3"( $4$%)3** $* #* 1 *

14(**3"( $4("13** $* #* 1 *

14")13"* $4$'$3** $% #* 1 *

"'(3'* 14#&'3** 1* $* 1 *

#1131' ))(3** ' 1# 1 *

#'*3** ("*3** ' 1* 1 *

##$3*) ))13** ' 1$ 1 *

"&)3** "&*3** ) 11 * 1

##%3** #$%3** ' " * 1

"%13** "$'3** ) 1* * 1

'$$3** )##3** ' 1* * 1

)1*3** )**3** 1* 1$ * 1

14$'"3** 14$$)3** 1% 1" * 1

''$3** '%(3** ' ( * 1

)113** )*$3** & 11 * 1

##(3** ##$3** ' ' * 1

)1"3** )*"3** 1* 11 * 1

)%13** )$"3** 1' 1% * 1

)(&3** )'&3** 1* 1* * 1

%"*3** %'*3** ' " * 1

"*$3** ')$3** 1* ) * 1


4/27

$%#3** $##3** ' % * 1

14##%3** 14#&%3** $* $* * 1

14$$%3** 14$()3** 1) $$ * 1

141**3** 141&*3** 1) $$ * 1

14%)#3** 14')#3** $' #* * 1

14$&(3** 14#((3** $* $* * 1

14"#13** 14"&13** $* $" * 1 14#"(3** 14%*(3** $* $# * 1

14%1"3** 14%&"3** $* $% * 1

14$''3** 14$(#3** 1) $* * 1

14(")3** 14)")3** $' #* * 1

14&)$3** $4*$)3** $# #* * 1

$"13** $)13** ' ' * 1

14##&3** 14%113** 1) $* * 1

14"*"3** 14"'"3** $' #* * 1

"#(3** "'$3** ' 1* * 1


5/27

51 5$ 5#A 5#B 5#C 5#6

1 * * * * 1

* * * * * 1

1 1 * * * *

1 * * * 1 *

1 1 * * * *

1 1 * * * ** 1 * * * 1

* 1 * 1 1 1

1 * * * * 1

1 1 * * * *

1 1 * * * *

1 1 * * * *

* * * * * 1

* * * * * 1

1 1 * * * *

1 1 * * * *1 1 * * * *

1 1 * * * *

1 1 * * * *

1 1 * * * *

1 1 * * * *

1 1 * * * *

1 1 * * * *

1 1 * * * *

1 1 * * * *

* * * 1 * *

1 1 * * * *

1 1 * * * *

1 1 * * * *

* * * 1 * *

* * * * * 1

* * * * * 1

* * * * * 1

1 * * * * 1

* * 1 1 1 *

* * * * * 1

* * * * * 1

* * * * * 1

* * * * * 1

* * * * * 1

* * * * * 1

* * * * * 1

* * 1 * * 1

* * * * * 1


6/27

* * 1 * * 1

* * * * * 1

* * * * * 1

1 1 * * * *

1 1 * * * *

* * * * * *

1 * * * 1 ** * * * * *

1 * * 1 * 1

* * * * * *

* * 1 1 1 1

* * 1 * * 1

1 1 * * * *

* * * * * 1

* * * * * 1

* * 1 * * *


7/27

Group Pre Pot

1 ' 1*

1 1) #*

1 $ 1*

1 % 1*1 1% $*

1 $* #*

1 $# #*

1 ' 1$

1 1 $

1 1' $*

1 1$ $*

1 ( 1*

1 $* #*

1 ' 1$1 1' $*

1 1) #*

1 $* $&

1 % "

1 # 1*

1 1' $$

1 1$ $*

1 1' $'

1 ' 1$

1 $* #*

1 $* #*

1 $% #*

1 1* $*

1 ' 1#

1 ' 1*

1 ' 1$

$ ) 11

$ ' "

$ ) 1*

$ ' 1*

$ 1* 1$

$ 1% 1"

$ ' (

$ & 11

$ ' '

$ 1* 11

$ 1' 1%

$ 1* 1*


8/27

$ ' "

$ 1* )

$ ' %

$ $* $*

$ 1) $$

$ 1) $$

$ $' #*$ $* $*

$ $* $"

$ $* $#

$ $* $%

$ 1) $*

$ $' #*

$ $# #*

$ ' '

$ 1) $*

$ $' #*$ ' 1*


9/27

Pre Tet Pot Tet

Contro! Treatent Contro! Treatent

Count #* #* #* #*

Mean 1#3%( 113'( 1'3(( 1)3)#

0tandard 6e.iation (31( (31) )3'1 )3)&Ma7iu $'3** $%3** #*3** #*3**

5# $*3** 1)3** $$3** $&3('

Median 1$3** 1$3** 1#3** $*3**

51 '3(' '3** 1*3** 1*3'*

Miniu '3** 13** %3** $3**


Botto '3(' '3** 1*3** 1*3'*

$5Bo7 "3$' (3** #3** &3'*

#58o7 )3** "3** &3** &3('Whi9er / *3(' %3** "3** )3'*

Whi9er : '3** "3** )3** *3$'


10/27


11/27

Group Pre Pot

1 $%13'* ''#3**

1 &'#3%* 14(*&3**

1 1$*3$* ""13**

1 #1(3$* )##3**1 )(13## 14#"%3('

1 14$"(3"( $4*)13'*

1 14''(3)( $4$%$3**

1 #113*% (&%3'*

1 ''3** 11)3**

1 )1'3$' 14$$(3**

1 &1(3$' 14"*)3('

1 "%%3(* &"13**

1 14')#3## $4')'3**

1 #1#3'% )1$3'*1 14*#13$' 14%''3**

1 14#()3)* $4%%)3**

1 14#%*3** $4*($3**

1 $')3"( %#*3**

1 1(%3"* "$$3**

1 14*"(3(# 14($*3**

1 ($(3$* 14#1$3**

1 14*&'3** 14&('3**

1 #*13"( (&"3**

1 14#')3"( $4$%)3**

1 14(**3"( $4("13**

1 14")13"* $4$'$3**

1 "'(3'* 14#&'3**

1 #1131' ))(3**

1 #'*3** ("*3**

1 ##$3*) ))13**

$ "&)3** "&*3**

$ ##%3** #$%3**

$ "%13** "$'3**

$ '$$3** )##3**

$ )1*3** )**3**

$ 14$'"3** 14$$)3**

$ ''$3** '%(3**

$ )113** )*$3**

$ ##(3** ##$3**

$ )1"3** )*"3**

$ )%13** )$"3**

$ )(&3** )'&3**


12/27

$ %"*3** %'*3**

$ "*$3** ')$3**

$ $%#3** $##3**

$ 14##%3** 14#&%3**

$ 14$$%3** 14$()3**

$ 141**3** 141&*3**

$ 14%)#3** 14')#3**$ 14$&(3** 14#((3**

$ 14"#13** 14"&13**

$ 14#"(3** 14%*(3**

$ 14%1"3** 14%&"3**

$ 14$''3** 14$(#3**

$ 14(")3** 14)")3**

$ 14&)$3** $4*$)3**

$ $"13** $)13**

$ 14##&3** 14%113**

$ 14"*"3** 14"'"3**$ "#(3** "'$3**


13/27

Pre Tet Pot Tet


Count #* #* #* #*

Mean &)#3%* (&13$* 1*1(3%* 1#)'3'*

0tandard 6e.iation %)13&( '$*3)% '*'3'* (1&3"%Ma7iu 1&)$3** 1(**3"( $*$)3** $("13**

5# 1##(3(' 1$$%3'* 1%*#3(' $*%(3('

Median )"*3** ((13$# )%"3** 1##)3#)

51 "1*3(' #113(' "#13(' )**31#

Miniu $%#3** ''3** $##3** 11)3**


Botto "1*3(' #113(' "#13(' )**31#

$5Bo7 $%&3$' %'&3%( $1%3$' '#)3$'

#58o7 %((3(' %'#3$) ''(3(' (*&3#)Whi9er / #"(3(' $'"3(' #&)3(' ")$31#

Whi9er : "%%3$' %("31( "$%3$' (1#3$'


14/27


15/27

6ata

Gender A.erage / Pre2tore.iit A.erage / Pot2tore.iitFea!e 1#3&'1$1&'1$$ 1)3(#1(*(#1(1Ma!e &3%$1*'$"#1" 1%3$1*'$"#1')

Total Result 12.5166666667 17.3

Gender / a!! /

6ataAge A.erage / Pre2tore.iit A.erage / Pot2tore.iit1)/$( 1#3%()$"*)"&" 1)31(#&1#*%#'

$)/#( 1*3#'$&%11("' 1'3"%(*'))$#'

#)/%( 1'3(' $13('%)/'( 1%3%$)'(1%$)" 1&3%$)'(1%$)"')/") 113$$$$$$$$$$ 1%3'''''''''"

Total Result 12.5166666667 17.3

6ataType of Card A.erage / Pre2tore.iit A.erage / Pot2tore.iit

With reward 113'""""""""( 1)3)#########Without reward 1#3%""""""""( 1'3(""""""""(

Total Result 12.5166666667 17.3

6ataPHARMACY BRA A.erage / Pre2tore.iit A.erage / Pot2tore.iitBeu.ie 1)3"""""""""( $$31#########

Boti-a Hanoi )3$""""""""( &3%

+u,re! 1$3*""""""""( 1&3########One Fai!y 113*""""""""( 1(3(#########

Total Result 12.5166666667 17.3

Fee! -oforta8!e 8uying at thi phara-y6ata

5#6 A.erage / Pre2tore.iit A.erage / Pot2tore.iit

* 1$3)%#(' 1)3&")('

1 1$31%$)'(1%$& 1'3#&$)'(1%$&

;i.e near the area

6ata5#A A.erage / Pre2tore.iit A.erage / Pot2tore.iit* 1$3'''''''''" 1(3'1)'1)'1)'

1 1$31""""""""( 1'3##########

Pri-e are -heaper

6ata5#B A.erage / Pre2tore.iit A.erage / Pot2tore.iit* 1$3$'&$'&$' 1(

1 1%3)######### $*

-!oe re!ationhip with the Phara-it < a!e ta=

6ata5#C A.erage / Pre2tore.iit A.erage / Pot2tore.iit

* 1$3%&*&*&*&*& 1(3$#"#"#"#"%

1 1$3) 1)


16/27

6ata

Gender A.erage / Pre/0a!e A.erage / Pot2a!eFea!e 14#*#3(&Ma!e "')3&$ &)*3"1

Total Result 887.30 1,201.45

Gender / a!! /

6ataAge A.erage / Pre/0a!e A.erage / Pot2a!e1)/$( &%)31% 14$#(3#'

$)/#( (%*3"( 14*""3)1

#)/%( 141*"3(' 14'&)3**%)/'( 14*(*31( 14%)$3'%')/") ("&3*$ &"&31(

Total Result 887.30 1,201.45

6ataType of Card A.erage / Pre/0a!e A.erage / Pot2a!e

With reward (&13$* 14#)'3'*Without reward &)#3%* 14*1(3%*

Total Result 887.30 1,201.45

6ataPHARMACY BRA A.erage / Pre/0a!e A.erage / Pot2a!eBeu.ie 14#1#3## 14#($3##

Boti-a Hanoi "'#3%( ""$3%(

+u,re! )%&3*$ 14'*#3One Fai!y (##3#( 14$"(3*(

Total Result 887.30 1,201.45

Fee! -oforta8!e 8uying at thi phara-y6ata

5#6 A.erage / Pre/0a!e A.erage / Pot2a!e

* )&$3'% 14#%#3&1

1 ))13#1 14*#)3"%

;i.e near the area

6ata5#A A.erage / Pre/0a!e A.erage / Pot2a!e* )("3"# 14$$#3$"

1 &)#3## 14**'31(

Pri-e are -heaper

6ata5#B A.erage / Pre/0a!e A.erage / Pot2a!e* )")3)( 141)'31*

1 14*'#31$ 14#%)3')

-!oe re!ationhip with the Phara-it < a!e ta=

6ata5#C A.erage / Pre/0a!e A.erage / Pot2a!e

* ))*3*1 14$*13)#

1 &"(3%' 141&(3#*


17/27

Ano.a> Two/Fa-tor With Rep!i-ation

0?MMARY Pre Pot Tota!

1

Count #* #* "*

0u #%( '"' &1$

A.erage 113'""""( 1)3)#### 1'3$@arian-e '13%&'%*$ (&31*&$ ((3"$*#%

2

Count #* #* "*

0u %*% %(# )((

A.erage 1#3%""""( 1'3("""( 1%3"1""(

@arian-e '13#"*&$ ($3%"*&$ "$3$*"'

Total

Count "* "*0u ('1 1*#)

A.erage 1$3'1"""( 1(3#

@arian-e '13%(%$&% ("3)&1'#

ANO@A

Source of Variation SS df MS F

Group Treatent / Contro! 1*3$1 1 1*3$1 *31"

Change Pre/Pot ")"3%1 1 ")"3%1 1*3(&

ntera-tion 1)'3*1 1 1)'3*1 $3&1Within (4#()3#( 11" "#3"1

Tota! )4$'&3&& 11&


18/27

Pre Pot

Treatent 113" 1)3)

Contro! 1#3' 1'3)

P-value F crit

*3"& #3&$

*3** #3&$

*3*& #3&$

Pre*3*

'3*

1*3*

1'3*

$*3*

Average store visits, Treatment vs Control Grou

Treatent Contro!

Contro! Treatent

*3**

'3**

1*3**

1'3**

$*3**

$'3**

#*3**

#'3**

re!e"periment #tore $isits

%o. o& $isits

Contro! Treatent

*3**

'3**

1*3**

1'3**

$*3**

$'3**

#*3**

#'3**

ost!e"periment #tore $isits

%o. o& visits


19/27

Pot

ps


20/27

Ano.a> Two/Fa-tor With Rep!i-ation

0?MMARY Pre Pot Tota!

1

Count #* #* "*

0u $#4(#'3)" %14'"'3** "'4#**3)"

A.erage (&13$* 14#)'3'* 14*))3#'@arian-e $(14$"&3#" '1(4)))3"* %((4")(3#'

2

Count #* #* "*

0u $&4'*$3** #*4'$$3** "*4*$%3**

A.erage &)#3%* 14*1(3%* 14***3%*

@arian-e $#$4$&&31% $''4'$"3)* $%*4*($3('

Total

Count "* "*0u '#$#(3)'"11))) ($*)(

A.erage ))(3$&("*1&)1% 1$*13%'

@arian-e $'"&*)3$$%$' %1%"*13)("(

ANO@A

Source of Variation SS df MS

0ap!e $#$4*%#3%$ 1 $#$4*%#3%$

Co!un $4&"*4('13)) 1 $4&"*4('13))

ntera-tion $4#'%4'"*3&) 1 $4#'%4'"*3&)Within #(4*#$4'##3#$ 11" #1&4$%'3&)

Tota! %$4'(&4))&3"* 11&


21/27

PreTet PotTet

Treatent (&131&'$ 1#)'3'

Contro! &)#3% 1*1(3%

F P-value F crit

*3($( *3#&" #3&$#

&3$(% *3**# #3&$#

(3#(' *3**) #3&$#

PreTet*

$**

%**

"**

)**

1***

1$**

1%**

1"**

Average pur'(ases, Treatment vs Co

Treatent Co

Contro!

*3**

$**3**

%**3**

"**3**

)**3**

1***3**

1$**3**

1%**3**

1"**3**

re!e"periment ur'(ases per re

#ales


22/27

PotTet

ntrol Groups

ntro!

Treatent

pon)ent

Contro!

*3**

'**3**

1***3**

1'**3**

$***3**

$'**3**

oste"periment pur'(ases per respon)e

#ales


23/27

Treatent

t


24/27

Nae Pre/a!e Pot/a!e Pre/.iit Pot/.iit

13 A-o!a-o!4 Fe!i7 A-o!a-o!4 F3 $%13'* ''#3** ' 1*

$3 Ca8a!!e4 Apri! Ca8a!!e4 A3 #1#3'% )1$3'* ' 1$

#3 C!ori8e!4 Aor C!ori8e!4A3 14')#3## $4')'3** $* #*

%3 Co4 A!e7ander Co4 A3 "%%3(* &"13** ( 1*

'3 6a-!an4 Marite 6a-!an4 M3 &1(3$' 14"*)3(' 1$ $*

"3 Fide!4 +Day Fide!4 +3 )1'3$' 14$$(3** 1' $*(3 Gon,aga4 Wi!!yn Gon,aga4 W3 ''3** 11)3** 1 $

)3 Hernando4 Eeue! Hernando4 E3 #113*% (&%3'* ' 1$

&3 anio!a4 Miyu9i anio!a4 M3 14''(3)( $4$%$3** $# #*

1*3 ;oa4 Gena ;oa4 G3 14$"(3"( $4*)13'* $* #*

113 MeDo4 Roe MeDo4 R3 )(13## 14#"%3(' 1% $*

1$3 Poduna4 F!oren-ia Poduna4 F3 14*#13$' 14%''3** 1' $*

1#3 0antiane4 ;!oyd 0antiane4 ;3 #1(3$* )##3** % 1*

1%3 ntong4 Phi!ip ntong4 P3 1$*3$* ""13** $ 1*

1'3 0u8radi!4 G!ady 0u8radi!4 G3 &'#3%* 14(*&3** 1) #*

13 oro!an4 A!!an oro!an4 A3 14#()3)* $4%%)3** 1) #*$3 Po!inar4 Ara-e!i Po!inar4 A3 14#')3"( $4$%)3** $* #*

#3 +pina4 Nenita +pina4 N3 14(**3"( $4("13** $* #*

%3 Canada4 ;eonita Caada4 ;3 14")13"* $4$'$3** $% #*

'3 5uiton4 ;ho.e!yn 5uiton4 ;3 "'(3'* 14#&'3** 1* $*

"3 Fernande,4 aie Fernande,4 3 #1131' ))(3** ' 1#

(3 A!igato4 ;eo A!igato4;3 #'*3** ("*3** ' 1*

)3 A8ar-a4 etony A8ar-a4 3 ##$3*) ))13** ' 1$

&3 Mur-ia4 rene Mur-ia4 3 14#%*3** $4*($3** $* $)

1*3 Ca8orte4 +7a!ta-ion Ca8orte4 +3 $')3"( %#*3** % "

113 A8ine4 +don A8ine4 +3 1(%3"* "$$3** # 1*

1$3 ;ope,4 Cherie! ;ope,4 C3 14*"(3(# 14($*3** 1' $$

1#3 @iri,4 Ange!a @iri,4 A3 ($(3$* 14#1$3** 1$ $*

1%3 Hipang4 ona!yn Hipang4 3 14*&'3** 14&('3** 1' $'

1'3 Carreon4 Minda Carreon4 M3 #*13"( (&"3** ' 1$

13 a8agat4 Yen a8agat4Y3 "&)3** "&*3** ) 11

$3 Gautin4 +!gen Gautin4 +3 ##%3** #$%3** ' "

#3 C!eente4 6ani-a C!eente4 63 "%13** "$'3** ) 1*

%3 0antiane4 ;!oyd 0antiane4 ;3 '$$3** '1$3** ' (

'3 0i8aDan4 Caren 0i8aDan4 C3 )1*3** )**3** 1* 1$

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Statistical Treatment and Tables_SPC Research