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Table 11  Goodness-of-fit

From: The cultural and heritage tourist, SEM analysis: the case of The Citadel of the Catholic King

Goodness-of-fit

Average path coefficient (APC)

0.504

P < 0.001

Standardized Chi-squared with 2484 degrees of freedom (SChS)

37.522

X2/df

0.015

Average R-squared (ARS)

0.599

Average adjusted R-squared (AARS)

0.597

Average VIF (AVIF)

2.796

Acceptable if ≤ 5, ideally ≤ 3.3

Sympson’s paradox ratio (SPR)

0.875

Acceptable if ≥ 0.7, ideally = 1

Tenenhaus GoF (GoF)

0.668

Small ≥ 0.1, medium ≥ 0.25, large ≥ 0.36

R-squared contribution ratio (RSCR)

0.989

Acceptable if ≥ 0.9, ideally = 1

Sympson's paradox ratio (SPR)

0.875

Acceptable if ≥ 0.7, ideally = 1

Statistical suppression ratio (SSR)

1.000

Acceptable if ≥ 0.7

Nonlinear bivariate causality direction ratio (NLBCDR)

1.000

Standardized root mean squared residual (SRMR)

0.079

Acceptable if ≤ 0.1

Standardized mean absolute residual (SMAR)

0.059

Standardized threshold difference count ratio (STDCR)

0.985

Acceptable if ≥ 0.7, ideally = 1

Standardized threshold difference sum ratio (STDSR)

0.927