Table 4.

Standardized parameter estimates from the alternative measurement models estimated for the MSFWBS.

Item	CFA		Bifactor CFA			ESEM						Bifactor ESEM
	λ	δ	G-λ	S-λ	δ	HM λ	PC λ	GS λ	MM λ	FF λ	δ	G-λ	HM λ	PC λ	GS λ	MM λ	FF λ	δ
HM1	0.858	0.256	−0.623	0.429	0.230	0.609	−0.047	−0.176	0.027	−0.075	0.230	−0.670	0.428	−0.001	0.020	0.073	−0.019	0.228
HM2	0.720	0.299	0.59	0.076	0.287	0.111	−0.282	−0.489	0.137	−0.007	0.287	−0.692	0.024	0.041	0.119	0.185	0.080	0.276
HM3	0.869	0.243	−0.649	0.602	0.184	0.763	−0.047	−0.062	−0.093	0.008	0.184	−0.678	0.537	0.030	−0.013	−0.006	0.022	0.184
PC1	0.866	0.250	0.744	−0.582	0.285	−0.177	0.599	−0.076	0.171	0.181	0.285	0.757	−0.065	−0.385	−0.066	0.035	0.044	0.268
PC2	−0.748	0.412	−0.610	0.299	0.419	0.195	−0.497	−0.037	−0.015	−0.114	0.419	−0.643	0.086	0.345	0.003	0.090	−0.009	0.385
PC3	−0.713	0.137	−0.577	−0.29	0.202	−0.057	−0.665	−0.257	0.095	−0.013	0.202	−0.675	−0.110	0.298	0.171	0.193	0.102	0.216
GS1	0.776	0.398	0.706	0.337	0.334	−0.057	0.399	0.372	0.049	0.066	0.334	0.807	0.030	−0.078	−0.223	−0.038	−0.053	0.288
GS2	−0.703	0.477	−0.645	−0.208	0.442	0.200	−0.166	−0.460	−0.022	0.028	0.442	−0.706	0.087	0.044	−0.016	0.061	0.079	0.443
GS3	0.800	0.360	0.732	0.331	0.351	−0.165	0.140	0.519	0.065	0.040	0.351	0.803	−0.055	0.002	−0.005	−0.022	−0.040	0.350
GS4	0.849	0.279	0.796	0.306	0.257	0.082	0.161	0.602	0.103	0.166	0.257	0.850	0.133	−0.004	0.022	0.014	0.034	0.258
GS5	−0.663	0.556	−0.622	−0.157	0.431	0.141	0.252	−0.765	−0.062	0.044	0.431	−0.646	0.047	−0.156	−0.286	0.013	0.062	0.405
GS6	0.825	0.319	0.823	0.146	0.283	0.003	−0.077	0.606	0.243	0.164	0.283	0.805	0.072	0.034	0.269	0.127	0.065	0.253
GS7	0.666	0.557	0.648	0.127	0.440	−0.479	0.128	0.069	0.042	0.183	0.440	0.660	−0.327	−0.095	0.034	−0.023	0.092	0.438
GS8	0.888	0.211	0.834	0.303	0.218	−0.088	0.113	0.593	0.149	0.077	0.218	0.877	0.012	−0.022	0.103	0.032	−0.015	0.218
GS9	0.869	0.244	0.816	0.308	0.202	0.003	−0.075	0.834	0.091	0.076	0.202	0.866	0.079	0.093	0.215	−0.012	−0.014	0.188
GS10	0.833	0.306	0.759	0.369	0.280	−0.062	0.173	0.604	0.013	0.092	0.280	0.851	0.022	0.031	−0.053	−0.070	−0.019	0.266
MM1	0.863	0.256	0.778	−0.48	0.234	−0.005	0.080	0.171	0.682	0.062	0.234	0.727	0.068	0.063	−0.047	0.535	0.013	0.174
MM2	0.809	0.346	0.746	0.332	0.353	−0.041	0.030	0.378	0.464	0.022	0.353	0.748	0.035	0.140	−0.071	0.339	−0.029	0.298
MM3	0.840	0.295	0.844	0.092	0.262	−0.179	−0.023	0.148	0.439	0.299	0.262	0.757	−0.089	−0.030	0.193	0.307	0.187	0.251
MM4	0.918	0.157	0.851	0.311	0.170	−0.035	0.038	0.234	0.618	0.139	0.170	0.788	0.038	0.035	0.072	0.438	0.072	0.174
FF1	0.748	0.440	0.694	0.309	0.391	0.061	0.176	−0.018	0.083	0.676	0.391	0.651	0.056	−0.098	−0.016	0.077	0.406	0.392
FF2	0.641	0.589	0.583	0.660	0.286	0.044	−0.106	−0.044	−0.107	0.993	0.286	0.543	−0.007	0.077	−0.010	0.004	0.645	0.282
FF3	0.570	0.676	0.529	0.512	0.427	−0.024	−0.078	0.138	−0.252	0.797	0.427	0.550	−0.046	0.120	−0.087	−0.134	0.507	0.398
FF4	0.850	0.278	0.853	−0.077	0.262	−0.052	0.165	0.089	0.544	0.203	0.262	0.750	0.027	−0.153	0.170	0.362	0.110	0.242
FF5	0.876	0.233	0.830	0.133	0.279	−0.018	0.105	0.030	0.371	0.490	0.279	0.733	0.024	−0.126	0.157	0.262	0.305	0.260

λ, Standardized factor loading; δ, Standardized item uniquenesses; G-, Global factor from a bifactor measurement model; S-, Specific factors from a bifactor measurement model; CFA, Confirmatory factor analysis; ESEM, Exploratory structural equation modeling; HM, Having money; PC, Peer Comparison; GS, General subjective financial well-being; MM, Money Management; FF, Financial Future; Item labels are reported in Appendix; Main ESEM (target) factor loadings are bolded; Non statistically significant parameters are marked in italics (p > 0.05).