Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
Vol.%%03,%No.%08,%August%2023%
e-ISSN:%2807-8691,|,p-ISSN:%2807-839X$
!
IJSSR!!"#$%2101
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This%work%is%licensed%under%a%Attribution-ShareAlike%4.0%International%(CC%BY-SA%4.0)
The$Effect$of$the$Application$of$the$Make-a-Match$Model$
on$the$Ability$to$Understand$Mathematical$Concepts$and$
Student$Learning$Activity$$
!
Riska!Rahayu1,!Adelia!Azzahra2,!Hendri!Handoko3,!Muslihudin4,!Nur!Saebah5%
<",0.)%="'&$="'.>)?%@A@B%CD$E&%BF07"'.%G.0$H-I?%@I,-I$)."1,3,4%
!FHJ.>%A,=.I.)'0"'.-I?%KI.8$0).'")%CL","D"%MFIFI#%N"'.?%@I,-I$)."2%
O"I"#$=$I'?%KI.8$0).'")%G$I,$E."%O.'0"?%@I,-I$)."5%
P=".J*%0.)E"0"&"DFQ=".J/)D$E&IF07"'./">/.,1?%",$J.""RR"&0"936Q#=".J/>-=2?%
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Keywords)
!
ABSTRACT!
Effect,'Application,'Make-A-Match'
Model,'Mathematical'Concepts,'
Active'Learning.)
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INTRODUCTION!
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=-)'%(0-=.I$I'%",8"I'"#$%-U%'&.)%=-,$J%.)%'&"'%J$"0I$0)%>"I%J$"0I%>-I>$(')%-0%'-(.>)%L&.J$%U.I,.I#%(".0)%
-U%TF$)'.-I)%"I,%"I)L$0)%L.'&.I%)$'%,$",J.I$)/%<&.)%J$"0I.I#%=-,$J%>"I%="E$%&.=%'0".I$,%'-%$_(0$))%
.,$")%'-%&.)%U0.$I,)%X!0"'.L.%$'%"J/?%Y21:Z%`"E."&%$'%"J/?%Y215\%
<&$0$U-0$?%'&.)%)'F,D%".=)%'-%,$'$0=.I$%X1\%'&$%.IUJF$I>$%-U%'&$%="E$j"j="'>&%J$"0I.I#%=-,$J%
-I% '&$% "H.J.'D% '-% FI,$0)'"I,% ="'&$="'.>"J% >-I>$(')?% XY\% '&$% .IUJF$I>$% -U% '&$% ="E$j"j="'>&% J$"0I.I#%
=-,$J%-I%)'F,$I'%J$"0I.I#%">'.8.'D?%X9\%)'F,$I'% 0$)(-I)$)% '-%="'&$="'.>)%J$"0I.I#%F).I#%'&$% ="E$% "%
="'>&.I#%=-,$J/%
%
METHODS-
<&.)%0$)$"0>&%F)$)%"%TF"I'.'"'.8$%"((0-">&%L.'&%'0F$%$_($0.=$I'"J%=$'&-,)/%<&$%,$).#I%F)$,%.)%
"%I-I$TF.8"J$I'%#0-F(%(-)''$)'j-IJD%,$).#I/%<&$% U-JJ-L.I#%.)%"% '"HJ$% -U%0$)$"0>&%,$).#I)%'&"'%L.JJ% H$%
F)$,*%
g.'&*%%
S*%
!-)''$)'%",=.I.)'0"'.-I%U-0%$_($0.=$I'"J%"I,%>-I'0-J%>J"))$)%%
n*%
A((J.>"'.-I%-U%="E$%"%="'>&%=-,$J)%.I%$_($0.=$I'"J%>J"))$)%
<&$%0$)$"0>&%L")%>-I,F>'$,%U0-=%N"IF"0D%'-%O"0>&%Y2Y9%"'%CO!%B$#$0.%1%]$H$0/%<&$%(-(FJ"'.-I%
-U%'&.)%)'F,D%.)%>J"))%h@@@%-U%'&$%Y2YY+Y2Y9%)>&--J%D$"0%>-I).)'.I#%-U%6%>J"))$)%L.'&%"%'-'"J%-U%92:%)'F,$I')/%
<&$%'$>&I.TF$%F)$,%.I%'&.)%)"=(J.I#%.)%(F0(-).8$%)"=(J.I#/%<&.)%'$>&I.TF$%.)%"%,$'$0=.I"'.-I%-U%)"=(J$)%
Table!1.!Nonquivalent!group!posttest!only!design!
Action!
Posttest!
n%
S%
j%
S%
International!Journal!of!Social!Service!and!Research!%&''()*++.7))0/0.,L"I.I)'.'F'$/>-/.,+%
IJSSR!!"#$%2104
L.'&%>$0'".I%>-I).,$0"'.-I)%/%<&.)%)"=(J$%L")%'"E$I%HD%)$J$>'.I#% 'L-%>J"))$)%'&"'%&"8$%0$J"'.8$JD%'&$%
)"=$%"H.J.'D%'-%FI,$0)'"I,%="'&$="'.>"J%>-I>$(')%H")$,%-I%'&$%"8$0"#$%)>-0$%-U%'&$%-,,%)$=$)'$0%U.I"J%
$_"=%-U%>J"))%h@@@%U-0%'&$%Y2YY+Y2Y9%">",$=.>%D$"0%"I,%H")$,%-I%'&$.0%J$"0I.I#%">'.8.'D?%'&$%>J"))$)%'-%
H$%)"=(J$,%"0$%h@@@%P%")%"I%$_($0.=$I'"J%>J"))%"I,%h@@@%]%")%"%>-I'0-J%>J"))%>-I).)'.I#%-U%93%)'F,$I')%
$">&%XCF#.D-I-?%Y219\/%
<&$% .I)'0F=$I')% "I,% ,"'"% >-JJ$>'.-I% '$>&I.TF$)% F)$,% "0$% '$)')?% TF$)'.-II".0$% )&$$')?% "I,%
,->F=$I'"'.-I/% <&$% ,"'"% "I"JD).)% '$>&I.TF$)% F)$,% "0$% (0$0$TF.).'$% '$)')% "I,% &D(-'&$).)% '$)')/% <&$%
(0$0$TF.).'$% '$)')% >"00.$,% -F'% L$0$% I-0="J.'D% ^% &-=-#$I$.'D% '$)')?% L&.J$% '&$% &D(-'&$).)% '$)'% F)$,%
).=(J$%J.I$"0%0$#0$)).-I%'$)')?%J.I$"0.'D?%>-00$J"'.-I%>-$UU.>.$I')?%"I,%,$'$0=.I"'.-I%>-$UU.>.$I')%F).I#%
C!CC%h$0).-I%Y2%)-U'L"0$/%%%
%
RESULTS-
The!Effect!of!the!Application!of!the!Make!a!Match!Learning!Model!on!the!Ability!to!Understand!
Student!Mathematical!Concepts!!
<&$%,"'"%>-JJ$>'.-I%)'"#$%'&"'%L.JJ%H$%F)$,%'-%"I"JDR$%'&$%$UU$>'%-U%'&$%="E$%"%="'>&%=-,$J%-I%'&$%
"H.J.'D%'-%FI,$0)'"I,%)'F,$I')W%="'&$="'.>"J%>-I>$(')%.)%U0-=%'&$%$_($0.=$I'"J%>J"))%(-)''$)'%"I,%'&$%
>-I'0-J%>J"))%'&"'%"((J.$)%>-I8$I'.-I"J%=-,$J)/%<&$%0$)FJ'%.)%")%U-JJ-L)*%
Class!
Kolmogorov-Smirnov!
Shapiro-Wilk!
Based!On!Mean!
Sig.!
Sig.!
Sig.!
P_($0.=$I'%
2?26;%
2?Y;1%
2?Y;5%
G-I'0-J%
2?Y22%
2?196%
%
]")$,%-I%'&$%-F'(F'%"H-8$?%.'%.)%EI-LI%'&"'%'&$%I-0="J.'D%'$)'%8"JF$%-U%'&$%$_($0.=$I'"J%>J"))%
(-)''$)'%,"'"%>"I%H$%)$$I%U0-=%a-J=-#-0-8%C=.0I-8%"I,%C&"(.0-%g.JE%L&-)$%).#I.U.>"I>$%8"JF$)%"0$%
2/26;% "I,% 2/Y;1?% L&.J$% U-0% '&$% >-I'0-J% >J"))% (-)''$)'% ,"'"% "% ).#I.U.>"I>$% 8"JF$% -U% 2/Y22% "I,% 2/196% .)%
-H'".I$,%L&$0$%H-'&%).#I.U.>"I>$%0$)FJ')%"0$%o%2/2;/%@'%>"I%H$%>-I>JF,$,%'&"'%"JJ%'$)'%0$)$"0>&%,"'"%"0$%
I-0="JJD%,.)'0.HF'$,/%@I%",,.'.-I?%U-0%'&$%&-=-#$I$.'D%'$)'?%.'%>"I%H$%)$$I%U0-=%'&$%).#I.U.>"I'%8"JF$%.I%
'&$%>-JF=I%H")$,%-I%=$"I%2/Y;5%o%2/2;?%'&$%'$)'%,"'"%.)%&-=-#$I$-F)/%cF0'&$0=-0$?%'&$%0$)FJ')%-U%'&$%
&D(-'&$).)%'$)'%"0$%")%U-JJ-L)*%%
1/ C.=(J$%V.I$"0%i$#0$)).-I%<$)'%
%
%
c0-=% '&$% '"HJ$% "H-8$?% "% ).#I.U.>"I'% 8"JF$% -U% 2/222% .)% -H'".I$,/% @U% 8.$L$,% U0-=% '&$%
.I'$0(0$'"'.-I% -U% 2/222% p% 2/2;% '&$I% H!%0$7$>'$,?%'&.)% =$"I)% '&"'% '&$0$% .)% "I% .IUJF$I>$% % -U% '&$%
"((J.>"'.-I%-U%'&$%="E$%"%="'>&%J$"0I.I#%=-,$J%-I%'&$%"H.J.'D%'-%FI,$0)'"I,%)'F,$I')W%="'&$="'.>"J%
>-I>$(')/%
Y/ V.I$"0.'D%<$)'%
%
%
Table!2.!Data!Prerequisite!Test!Results!Ability!to!Understand!Mathematical!Concepts!
Table!3.!Simple!Linear!Regression!Test!Results!
Type!
Sum!of!Squares!
Df!
Mean!Square!
F!
Sig.!
i$#%
16Y:?149%
1%
16Y:?149%
95?125%
2?222%
i$)%
144Y?55:%
9Y%
;1?64Y%
%
%
<-'"J%
9;62?631%
99%
%
%
%
International!Journal!of!Social!Service!and!Research?%%
i.)E"%i"&"DF1?%A,$J."%ARR"&0"2?%[$I,0.%["I,-E-3?%OF)J.&F,.I4?%BF0%C"$H"&5%
IJSSR!!"#$%2105
!
Sum!of!Squares!
Df!
Sig.!
]$'L$$I%M0-F()%
XG-=H.I$,\%
92Y:?331%
Y9%
2?2:Y%
V.I$"0.'D%
16Y:?149%
1%
2?222%
e$8."'.-I%U0-=%V.I$"0.'D%
1122?Y5:%
YY%
2?41Y%
%
c0-=%'&$%'"HJ$%"H-8$?%'&$%).#I.U.>"I>$%8"JF$%.)%)$$I%U0-=%'&$%,$8."'.-I%U0-=%J.I$"0.'D%L&.>&%
.)%2/41Y/%g&$I%8.$L$,%U0-=%'&$%.I'$0(0$'"'.-I?%'&"'%2/41Y%%o%2/2;%=$"I)%'&"'%'&$%8"0."HJ$%,"'"%-U%
'&$% "((J.>"'.-I% -U% '&$% ="E$% "% ="'>&% J$"0I.I#% =-,$J% "I,% '&$% ,"'"% -I% '&$% "H.J.'D% '-% FI,$0)'"I,%
)'F,$I')W%="'&$="'.>"J%>-I>$(')%&"8$%"%).#I.U.>"I'%J.I$"0%0$J"'.-I)&.(/%
9/ G-00$J"'.-I%G-$Uq.>.$I'%<$)'%
<&$% >-00$J"'.-I% >-$UU.>.$I'% '$)'% .)% F)$,% '-% )$$% '&$% 0$J"'.-I)&.(% "I,% (0-8$% '&$% &D(-'&$).)%
H$'L$$I% '&$% .IUJF$I>$% -U% '&$% ="E$% "% ="'>&% J$"0I.I#% =-,$J% "I,% '&$% FI,$0)'"I,.I#% -U% )'F,$I')W%
="'&$="'.>"J%>-I>$(')/%<&$%0$)FJ'%.)%")%U-JJ-L)*%%%
%
!
Model!MaM!
Understanding!of!
Mathematical!Concepts!
O-,$J%O"O%
!$"0)-I%G-00$J"'.-I%
1%
2?519%
C.#/%XYj'".J$,\%
%
2?222%
B%
93%
93%
KI,$0)'"I,.I#%-U%
O"'&$="'.>"J%
G-I>$(')%
!$"0)-I%G-00$J"'.-I%
2?519%
1%
C.#/%XYj'".J$,\%
2?222%
%
B%
93%
93%
%
%c0-=%'&$%'"HJ$%"H-8$?%L$%#$'%"%).#I.U.>"I>$%8"JF$%-U%2/222/%]")$,%-I%'&$%.I'$0(0$'"'.-I?%
.U%'&$%).#I.U.>"I>$%8"JF$%p%2/2;%-0%2/222%p%2/2;%'&$I%[2%0$7$>'$,%-0%H-'&%8"0."HJ$)%>-00$J"'$,/%<&.)%
=$"I)%'&"'%'&$0$%.)%"I%.IUJF$I>$%-U%'&$%="E$%"%="'>&%J$"0I.I#%=-,$J%-I%'&$%"H.J.'D%'-%FI,$0)'"I,%
)'F,$I')W%="'&$="'.>"J%>-I>$(')/%<&$%($"0)-I%>-00$J"'.-I%8"JF$%-U%'&$%'L-%8"0."HJ$)%.)%(-).'.8$%"'%
2/599?%'&.)%=$"I)%'&"'%'&$%0$J"'.-I)&.(%H$'L$$I%'&$%'L-%8"0."HJ$)%.)%(-).'.8$JD%>-00$J"'$,%L.'&%&.#&%
>0.'$0."/%%
3/ G-$Uq.>.$I'%-U%e$'$0=.I"'.-I%<$)'%
<&$%>-$UU.>.$I'%-U%,$'$0=.I"'.-I%'$)'%L")%>"00.$,%-F'%'-%)$$%&-L%=F>&%.IUJF$I>$%'&$%="E$%"%
="'>&%J$"0I.I#%=-,$J%"I,%'&$%"H.J.'D%'-%FI,$0)'"I,%)'F,$I')W%="'&$="'.>"J%>-I>$(')/%<&.)%'$)'%.)%
($0U-0=$,%F).I#%C!CC%h$0).-I%Y2/%
%
Type!
R!
R!Square!
Adjusted!R!Square!
Std.!Error!of!the!
Estimate!
1%
2?599%
2?;95%
2?;YY%
5?1Y:%
%
c0-=%'&$% '"HJ$%"H-8$?%'&$% $UU$>'%-U% "((JD.I#%'&$%="E$% "%="'>&%'D($%>--($0"'.8$%J$"0I.I#%
=-,$J%-I%'&$%"H.J.'D%'-%FI,$0)'"I,%)'F,$I')W%="'&$="'.>"J%>-I>$(')%.I%'&$%i%CTF"0$%>-JF=I%L")%
2/;95%-0%;9/5r%L.'&%"%)'0-I#%>"'$#-0D/%%
<&F)?%.'%>"I%H$%>-I>JF,$,%'&"'%'&$%"((J.>"'.-I%-U%'&$%="E$%"%="'>&%'D($%>--($0"'.8$%J$"0I.I#%
=-,$J%&")%"% ).#I.U.>"I'% $UU$>'%-I%'&$% "H.J.'D%'-%FI,$0)'"I,%="'&$="'.>"J%>-I>$(')%-U% )'F,$I')%.I%
Table!4.!Linearity!Test!
Table!5.!Correlation!Coefficient!Test!Results!
Table!6.!Coefficient!of!Determination!Test!Results!
International!Journal!of!Social!Service!and!Research!%&''()*++.7))0/0.,L"I.I)'.'F'$/>-/.,+%
IJSSR!!"#$%2106
GJ"))%h@@@%CO!%B$#$0.%1%]$H$0/%<&.)%.)%.I%J.I$%L.'&%0$)$"0>&%>-I,F>'$,%HD%'&"'%"U'$0%'&$%F)$%-U%'&$%
="E$%"%="'>&%J$"0I.I#%=-,$J?%'&$%FI,$0)'"I,.I#%-U%="'&$="'.>"J%>-I>$(')%"I,%J$"0I.I#%-F'>-=$)%
-U%!MCe%)'F,$I')%.)%)".,%'-%.I>0$")$%")%)$$I%U0-=%'&$%1)'%"I,%YI,%>D>J$)/%NF,#.I#%U0-=%'&$%>-I>$('%
FI,$0)'"I,.I#% .I,.>"'-0?% )'F,$I')% L&-% >"I% 0$($"'% "% >-I>$('% &"8$% .I>0$")$,% U0-=% 4Y/;2r% '-%
54/9:r%XNFJ."I.%%%%%P'%%%%AJ/%?%Y2Y1\/%
The!Effect!of!the!Make!a!Match!Learning!Model!on!Student!Learning!Activity!!
<&$%,"'"%>-JJ$>'.-I%)'"#$%I$$,$,%'-%"I"JDR$%'&$%$UU$>'%-U%'&$% ="E$%"%="'>&%=-,$J%-I%)'F,$I'%
J$"0I.I#%">'.8.'D%H")$,%-I%'&$%0$)FJ')%-U%)'F,$I'%J$"0I.I#%">'.8.'D%TF$)'.-II".0$)%.I%$_($0.=$I'"J%"I,%
>-I'0-J%>J"))$)/%<&$%0$)FJ'%.)%")%U-JJ-L)*%
%
Class!
Kolmogorov-Smirnov!
Shapiro-Wilk!
Based!on!
Mean!
Sig.!
Sig.!
Sig.!
P_($0.=$I'%
2?1;6%
2?391%
2?655%
G-I'0-J%
2?Y22%
2?3;6%
%
]")$,%-I%'&$%'"HJ$%"H-8$?%'&$%).#I.U.>"I>$%8"JF$%U-0%'&$%I-0="J.'D%'$)'%>"I%H$%)$$I%U0-=%'&$%8"JF$%
-U%).#/%.I%'&$%a-J=-#-0-8jC=.0I-8%"I,%C&"(.0-jg.JE%>-JF=I)/%<&$%).#I.U.>"I>$%8"JF$)%U-0%'&$%J$"0I.I#%
">'.8$I$))%(-)''$)'%.I%'&$%$_($0.=$I'"J%>J"))%L$0$%2/1;6%"I,%2/391?%L&.J$%U-0%'&$%J$"0I.I#%">'.8$I$))%
(-)''$)'%.I%'&$%>-I'0-J%>J"))%L$0$%2/Y22%"I,%2/3;6/%]")$,%-I%'&$%.I'$0(0$'"'.-I?%.U%'&$%).#I.U.>"I>$%8"JF$%
.)%o%2/2;%'&$I%'&$%,"'"%.)%I-0="JJD%,.)'0.HF'$,/%<&.)%=$"I)%'&"'%H-'&%,"'"%"0$%I-0="JJD%,.)'0.HF'$,/%
@I%",,.'.-I?%'&$%&-=-#$I$.'D%'$)'% >"I%H$% )$$I%U0-=%'&$%).#I.U.>"I'%8"JF$% .I%'&$% H")$,%-I%=$"I%
>-JF=I%-U%2/655/%]")$,%-I%'&$%.I'$0(0$'"'.-I?%.U%'&$%).#I.U.>"I'%8"JF$%o%2/2;%%-0%2/655%o%2/2;%%'&$I%'&$%
,"'"%.)%&-=-#$I$-F)/%cF0'&$0=-0$?%'&$%0$)FJ')%-U%'&$%&D(-'&$).)%'$)'%"0$%")%U-JJ-L)*%%
1/ C.=(J$%V.I$"0%i$#0$)).-I%<$)'%
A% ).=(J$% J.I$"0% 0$#0$)).-I% '$)'% .)% ($0U-0=$,% '-% ,$'$0=.I$% '&$% $UU$>'% -U% '&$% .I,$($I,$I'%
8"0."HJ$%-I%'&$%,$($I,$I'%8"0."HJ$/%[$0$%.)%"%).=(J$%J.I$"0%0$#0$)).-I%'$)'%>"J>FJ"'.-I%F).I#%C!CC%
h$0).-I%Y2*!
Sum!of!
Squares!
Df!
Mean!
Square!
F!
Sig.!
36:?32Y%
1%
36:?32Y%
6?544%
2?223%
1499?296%
9Y%
;1?29Y%
%
%
Y191?331%
99%
%
%
%
%
c0-=%'&$%'"HJ$%"H-8$?%"%).#I.U.>"I'%8"JF$%-U%2/223%p%2/2;%L")%H!%0$7$>'$,?%=$"I.I#%'&"'%'&$0$%
.)%"I%.IUJF$I>$%-U%'&$%"((J.>"'.-I%-U%'&$%="E$%"%="'>&%J$"0I.I#%=-,$J%-I%)'F,$I'%J$"0I.I#%">'.8.'D/%
Y/ V.I$"0.'D%<$)'%
AI% .I$"0.'D%'$)'% .)% >"00.$,% -F'% '-% ,$'$0=.I$%L&$'&$0% '&$% 'L-% 8"0."HJ$)% &"8$% "% J.I$"0%
0$J"'.-I)&.(%-0%8.>$%8$0)"/%<&.)%'$)'%F)$)%C!CC%h$0).-I%Y2/%<&$%0$)FJ')%"I,%>0.'$0."%"0$*%
%
%
%
%
%
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Table!7.!Prerequisite!Test!Results!Student!Learning!Activity!Data%
Table!8.!Simple!Linear!Regression!Test!Results!
International!Journal!of!Social!Service!and!Research?%%
i.)E"%i"&"DF1?%A,$J."%ARR"&0"2?%[$I,0.%["I,-E-3?%OF)J.&F,.I4?%BF0%C"$H"&5%
IJSSR!!"#$%2107
!
Sum!of!Squares!
Df!
Sig.!
]$'L$$I%
M0-F()%
XG-=H.I$,\%
1;4Y?62:%
15%
2?29Y%
V.I$"0.'D%
36:?32Y%
1%
2?22Y%
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1243?;24%
14%
2?112%
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g&$I% 8.$L$,% U0-=% '&$% .I'$0(0$'"'.-I?% '&"'% 2/112% % o%%2/2;% =$"I)% '&"'% '&$% 8"0."HJ$% ,"'"% -I% '&$%
"((J.>"'.-I%-U%'&$%J$"0I.I#%=-,$J%="E$%"%="'>&%"I,%'&$%8"0."HJ$%,"'"%-I%)'F,$I'%J$"0I.I#%">'.8.'D%
&"8$%"%).#I.U.>"I'%J.I$"0%0$J"'.-I)&.(/%
9/ G-00$J"'.-I%G-$UU.>.$I'%
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8"0."HJ$)?%"I,%(0-8$%'&$%&D(-'&$).)%H$'L$$I%'&$%"((J.>"'.-I%-U%'&$%="E$%"%="'>&%J$"0I.I#%=-,$J%
"I,%)'F,$I'%J$"0I.I#%">'.8.'D/%<&.)%'$)'%.)%($0U-0=$,%F).I#%C!CC%h$0).-I%Y2/%<&$%0$)FJ')%"0$*%
%
%
Learning!Activity!
Model!MaM!
:P%V$"0I.I#%A>'.8.'D%
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1%
2/3:3**%
C.#/%XYj'".J$,\%
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2?223%
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93%
93%
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2/3:3**%
1%
C.#/%XYj'".J$,\%
2?223%
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B%
93%
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Table!9.!Linearity!Test!Results!
Table!10.!Correlation!Coefficient!Test!Results!
Table!11.!Coefficient!of!Determination!Test!Results!
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