PARTIAL LEAST SQUARES PATH MODELING (PLS-PM)
MODEL SPECIFICATION
Number of Cases	125
Latent Variables	6
Manifest Variables	15
Scaled?	TRUE
Weighting Scheme	centroid
Bootstrapping?	TRUE
Bootstrap samples	100

BLOCKS DEFINITION
Block	Type	NMVs	Mode
COMPUTE	Exogenous	2	Reflective
REVIEW	Endogenous	5	Reflective
EXAM0	Endogenous	2	Formative
EXAM1	Endogenous	2	Formative
EXAM2	Endogenous	2	Formative
EXAM3	Endogenous	2	Formative

BLOCKS UNIDIMENSIONALITY
Block	Type.measure	MVs	eig.1st	eig.2nd	C.alpha	DG.rho
COMPUTE	Reflective	2	1.88830220384234	0.111697796157659	0.940847499976236	0.97127337580724
REVIEW	Reflective	5	3.32779751719876	0.859763518973694	0.861754569307642	0.90494255461169
EXAM0	Formative	2	1.18466617023922	0.815333829760777	0	0
EXAM1	Formative	2	1.18719641588731	0.812803584112692	0	0
EXAM2	Formative	2	1.2974678574724	0.7025321425276	0	0
EXAM3	Formative	2	1.457006962441	0.542993037558999	0	0

OUTER MODEL
Block	weights	std.loads	communal	redundan
COMPUTE
x$numcomp	0.5538	0.9759	0.9524	0
x$numreceived	0.4752	0.9671	0.9353	0
REVIEW
x$mrt	0.1331	0.6444	0.4153	0.059
x$nfm	0.3325	0.6501	0.4227	0.0601
x$afl	0.2485	0.8944	0.8	0.1137
x$lpm	0.2621	0.937	0.8781	0.1248
x$lpc	0.2673	0.861	0.7413	0.1053
EXAM0
x$Q5	0.5603	0.6953	0.4834	0.0185
x$Q9	0.7313	0.8348	0.6968	0.0267
EXAM1
x$Q2	0.6987	0.8104	0.6567	0.0343
x$Q4	0.5965	0.7273	0.5289	0.0276
EXAM2
x$Q1_1	0.8423	0.9446	0.8922	0.0759
x$Q2_2	0.3439	0.5944	0.3534	0.0301
EXAM3
x$Q1_3	0.5877	0.8546	0.7303	0.2053
x$Q2_3	0.5839	0.8525	0.7267	0.2043

CORRELATIONS BETWEEN MVs AND LVs
Block	COMPUTE	REVIEW	EXAM0	EXAM1	EXAM2	EXAM3
COMPUTE
x$numcomp	0.9759	0.3921	0.1435	0.0195	0.3231	0.3105
x$numreceived	0.9671	0.3364	0.1227	-0.0257	0.2924	0.3123
REVIEW
x$mrt	0.2134	0.6444	0.1178	0.081	0.0604	0.0976
x$nfm	0.3929	0.6501	0.2333	0.1937	0.2164	0.3864
x$afl	0.2592	0.8944	0.1118	0.1002	0.2623	0.3292
x$lpm	0.2831	0.937	0.1341	0.1151	0.2452	0.3434
x$lpc	0.2967	0.861	0.1484	0.1726	0.2324	0.2929
EXAM0
x$Q5	0.1034	0.108	0.6953	0.151	0.1581	0.0477
x$Q9	0.1091	0.1851	0.8348	0.1264	0.062	0.1411
EXAM1
x$Q2	-0.0032	0.1453	0.1074	0.8104	-0.0793	0.0082
x$Q4	0.0014	0.1255	0.171	0.7273	-0.0023	0.1209
EXAM2
x$Q1_1	0.261	0.2641	0.0866	-0.0972	0.9446	0.374
x$Q2_2	0.2851	0.1429	0.1773	0.073	0.5944	0.3936
EXAM3
x$Q1_3	0.2918	0.3008	0.0766	-0.0083	0.4191	0.8546
x$Q2_3	0.255	0.3679	0.1454	0.1417	0.3494	0.8525

INNER MODEL
Block	Concept	Value
S2
1	R2	0.1421
2	Intercept	0
3	path_S1	0.377
S3
1	R2	0.0384
2	Intercept	0
3	path_S2	0.1959
S4
1	R2	0.0522
2	Intercept	0
3	path_S2	0.1474
4	path_S3	0.1482
S5
1	R2	0.0851
2	Intercept	0
3	path_S2	0.2906
4	path_S4	-0.1081
S6
1	R2	0.2811
2	Intercept	0
3	path_S2	0.2907
4	path_S5	0.3714

CORRELATIONS BETWEEN LVs
	COMPUTE	REVIEW	EXAM0	EXAM1	EXAM2	EXAM3
COMPUTE	1	0.377	0.1377	-0.0014	0.3179	0.3203
REVIEW	0.377	1	0.1959	0.1764	0.2716	0.3916
EXAM0	0.1377	0.1959	1	0.177	0.1339	0.1299
EXAM1	-0.0014	0.1764	0.177	1	-0.0568	0.0779
EXAM2	0.3179	0.2716	0.1339	-0.0568	1	0.4504
EXAM3	0.3203	0.3916	0.1299	0.0779	0.4504	1

SUMMARY INNER MODEL
	LV.Type	Measure	MVs	R.square	Av.Commu	Av.Redun	AVE
COMPUTE	Exogen	Rflct	2	0	0.9438	0	0.944
REVIEW	Endogen	Rflct	5	0.1421	0.6515	0.0926	0.651
EXAM0	Endogen	Frmtv	2	0.0384	0.5901	0.0226	0
EXAM1	Endogen	Frmtv	2	0.0522	0.5928	0.031	0
EXAM2	Endogen	Frmtv	2	0.0851	0.6228	0.053	0
EXAM3	Endogen	Frmtv	2	0.2811	0.7285	0.2048	0

GOODNESS-OF-FIT
GoF	Value
Absolute	0.285579477892365
Relative	0.818028650850482
Outer.mod	0.994436145545231
Inner.mod	0.82260550817164

TOTAL EFFECTS
relationships	dir.effect	ind.effect	tot.effect
S1->S2	0.376975881555302	0	0.376975881555302
S1->S3	0	0.0738322446028806	0.0738322446028806
S1->S4	0	0.0664905421215465	0.0664905421215465
S1->S5	0	0.102378533748008	0.102378533748008
S1->S6	0	0.147624545744898	0.147624545744898
S2->S3	0.195854027314078	0	0.195854027314078
S2->S4	0.147355494275565	0.0290232752287973	0.176378769504363
S2->S5	0.290636626547546	-0.0190581549338686	0.271578471613678
S2->S6	0.290735137442249	0.100866959582735	0.391602097024984
S3->S4	0.148188299351408	0	0.148188299351408
S3->S5	0	-0.0160121060848867	-0.0160121060848867
S3->S6	0	-0.00594705628801173	-0.00594705628801173
S4->S5	-0.108052431635754	0	-0.108052431635754
S4->S6	0	-0.0401317534113076	-0.0401317534113076
S5->S6	0.371409997940556	0	0.371409997940556

BOOTSTRAP VALIDATION - WEIGHTS
	Original	Mean.Boot	Std.Error	perc.05	perc.95
x$numcomp	0.553753617826643	0.555462030725114	0.0273001964992708	0.520498566970891	0.594266765009948
x$numreceived	0.475220473028747	0.473511090194505	0.0268002199770149	0.436156626676904	0.505196008904125
x$mrt	0.133090737242483	0.129435984007925	0.0540824712887308	0.0221581697913146	0.202673975052174
x$nfm	0.3325261368262	0.318628768899111	0.0462158382222463	0.243863644985372	0.398935948998172
x$afl	0.248513653673905	0.25524602023479	0.0252850812070595	0.219773297197264	0.297083556305511
x$lpm	0.262117893929234	0.267384469467292	0.0180338248314874	0.245268064533582	0.293771981157163
x$lpc	0.267319748632162	0.264237699053353	0.0389969072090675	0.203458477009033	0.324773274644734
x$Q5	0.56025661062034	0.45067010462858	0.430518170214844	-0.680779366076353	0.98006820734314
x$Q9	0.731294966719872	0.670934653337788	0.298909043161908	0.105162028711268	0.98507454527349
x$Q2	0.698692267988511	0.586555328810607	0.316512889058067	-0.0674262422298432	0.9696495470284
x$Q4	0.596487066591881	0.584975164962354	0.354503296307656	0.0287305903755525	1.00365383649942
x$Q1_1	0.842269090285016	0.727907456832702	0.213462874523915	0.285402693013386	1.00057252966934
x$Q2_2	0.343890468169123	0.448992428710073	0.252946438891498	-0.00190316255355388	0.868596827525318
x$Q1_3	0.587705544412529	0.57558507791292	0.182927053057814	0.296677669390845	0.863828645332055
x$Q2_3	0.583905164998168	0.573910361668806	0.188051139316879	0.263321708344395	0.829320250519676

BOOTSTRAP VALIDATION - LOADINGS
	Original	Mean.Boot	Std.Error	perc.05	perc.95
x$numcomp	0.97589301132908	0.97600086723082	0.00414381541001758	0.970486521322756	0.983262829786502
x$numreceived	0.967121032129824	0.96664717624658	0.00665439472259558	0.95643431438181	0.976466613670537
x$mrt	0.644418928726694	0.652334471954828	0.0839292703589878	0.498841169248474	0.78972315186129
x$nfm	0.65012097002215	0.63992824129666	0.0606669922444902	0.538498763152236	0.734561402546278
x$afl	0.894422045366667	0.895435609473154	0.0226031812683594	0.860599662474177	0.929704612193706
x$lpm	0.937045840238933	0.939950702779052	0.0130710215386941	0.920737771222743	0.959937350552744
x$lpc	0.86098772593548	0.854810869414369	0.0432548513746062	0.774666668616105	0.91197539408801
x$Q5	0.695302051439719	0.571112219526708	0.396791614694739	-0.447057664672051	0.985552275161499
x$Q9	0.834755409354338	0.743335680933893	0.273159576242699	0.177886464153935	0.996250626485454
x$Q2	0.810352508977645	0.700921054327393	0.25623761823037	0.156167251692173	0.990599245844105
x$Q4	0.727279754967505	0.69090099436637	0.313053069310489	0.227196802413121	0.995035237505536
x$Q1_1	0.944565451056465	0.859976201029919	0.143079372936456	0.600034655719405	0.999135608691803
x$Q2_2	0.594438449871434	0.662643419985725	0.199504391198469	0.278309911510852	0.962811846323056
x$Q1_3	0.854554270221953	0.837338267080858	0.105294427452294	0.657213218653616	0.974699320155514
x$Q2_3	0.852490690659873	0.8393117984157	0.103725086682567	0.633894494729432	0.966762104638334

BOOTSTRAP VALIDATION - PATHS
	Original	Mean.Boot	Std.Error	perc.05	perc.95
S1->S2	0.376975881555302	0.385050750503302	0.071412882124357	0.279026775722166	0.488480292554856
S2->S3	0.195854027314078	0.173549872071601	0.0960990901237967	0.0128015007891916	0.301956012716224
S2->S4	0.147355494275565	0.147826751519835	0.071953044926407	0.0230115977771695	0.237522144614576
S2->S5	0.290636626547546	0.275901175366566	0.0928001983498093	0.134792313760784	0.410405458177398
S2->S6	0.290735137442249	0.306271317294721	0.0681425387701249	0.181587607297289	0.404034039269814
S3->S4	0.148188299351408	0.186510041851263	0.104593256865028	0.0628241461526001	0.361049436574114
S4->S5	-0.108052431635754	-0.0739743458845461	0.148123903013346	-0.266868995043899	0.17213873479644
S5->S6	0.371409997940556	0.387944844588541	0.0834611410100133	0.26417514701225	0.506640226705388

BOOTSTRAP VALIDATION - RSQ
	Original	Mean.Boot	Std.Error	perc.05	perc.95
S2	0.142110815274397	0.15331288219913	0.0573407003967456	0.0778559648246902	0.238621572109348
S3	0.0383588000151434	0.0392622428674643	0.0292883209751501	0.00292409605448227	0.091177992705348
S4	0.0522268918915289	0.0815562678466298	0.0420849987173447	0.0327142129091161	0.162264317437125
S5	0.0850669809569372	0.103081115506381	0.0444381239753458	0.0482950107064089	0.17238091487901
S6	0.281123445429104	0.317199026565434	0.0746978673744551	0.186807547488693	0.426993071956298

BOOTSTRAP VALIDATION - TOTAL EFFECTS
	Original	Mean.Boot	Std.Error	perc.05	perc.95
S1->S2	0.376975881555302	0.385050750503302	0.071412882124357	0.279026775722166	0.488480292554856
S1->S3	0.0738322446028806	0.068517707232986	0.0412423142409355	0.0042148195668242	0.134564566479968
S1->S4	0.0664905421215465	0.0685948592817424	0.0325022689339978	0.0234285624526436	0.111832415145125
S1->S5	0.102378533748008	0.102606069877474	0.0417021008391825	0.0422156305801746	0.177279232572301
S1->S6	0.147624545744898	0.156530112327706	0.0361788417235287	0.100952016559953	0.216933279483106
S2->S3	0.195854027314078	0.173549872071601	0.0960990901237967	0.0128015007891916	0.301956012716224
S2->S4	0.176378769504363	0.17810947381534	0.076063229044457	0.0573454004356738	0.293301957489129
S2->S5	0.271578471613678	0.263045152844675	0.0880140089798083	0.123926591926111	0.388667852002544
S2->S6	0.391602097024984	0.408862612605098	0.0702951554730089	0.291693036121398	0.512377287924419
S3->S4	0.148188299351408	0.186510041851263	0.104593256865028	0.0628241461526001	0.361049436574114
S3->S5	-0.0160121060848867	-0.010707809151843	0.0305380859928105	-0.0527337540885374	0.0455885124285204
S3->S6	-0.00594705628801173	-0.00397391901761467	0.0118180909011259	-0.0218388345205717	0.0135577289231678
S4->S5	-0.108052431635754	-0.0739743458845461	0.148123903013346	-0.266868995043899	0.17213873479644
S4->S6	-0.0401317534113076	-0.0284742782255909	0.0593913661867966	-0.105127025955422	0.0776164495998728
S5->S6	0.371409997940556	0.387944844588541	0.0834611410100133	0.26417514701225	0.506640226705388