Ferroelectric materials near polymorphic phase boundaries (PPBs) exhibit rich phase transitions, yet the relationship between multi-parameter coupling and electrocaloric (EC) effects remains unclear. Here, the multi-parameter phase diagrams for BaTi1-xSnxO3 incorporating composition, temperature, and electric field orientation are constructed using a Landau phenomenological approach. It is revealed that when the low-temperature phase possesses a higher polarization component along the electric field orientation, the field induces a high-to-low temperature phase transition, resulting in a positive-slope phase boundary in the electric field-temperature phase diagram. Conversely, if the high-temperature phase exhibits a higher polarization component along the field orientation, the field drives a low-to-high temperature phase transition, corresponding to a negative-slope boundary. Transitions across positive-slope boundaries are accompanied by a field-induced reduction in entropy, yielding a positive EC effect, whereas those across negative-slope boundaries involve a field-induced entropy increase, leading to a negative EC effect. Notably, EC behaviors at multiphase critical points (x = 0.11) are identified as synergistic superposition effects of rhombohedral-orthorhombic-tetragonal-cubic multistage phase transitions. This work establishes a multi-parameter thermodynamic framework for deciphering and tailoring tunable EC properties via phase-boundary engineering.
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