The Turán inequality and its higher order analog arise in the study of Maclaurin coefficients of an entire function in the Laguerre-Pólya class. It is well known that if a real entire function ψ (x) is in the LP class, the Maclaurin coefficients satisfy both the Turán inequality and the higher order Turán inequality. Chen, Jia and Wang proved that for n ≥ 95 , the higher order Turán inequality holds for the partition function p (n) and the 3-rd associated Jensen polynomials p (n) + 3 p (n + 1) x + 3 p (n + 2) x 2 + p (n + 3) x 3 have only real zeros. Recently, Griffin, Ono, Rolen and Zagier showed that Jensen polynomials for a large family of functions, including those associated to ξ (s) and the partition function, are hyperbolic for sufficiently large n. This result gave evidence for Riemann hypothesis. In this paper, we give a unified approach to investigate the higher order Turán inequality for the sequences { a n / n ! } n ≥ 0 , where a n satisfy a three-term recurrence relation. In particular, we prove higher order Turán inequality for the sequences { a n / n ! } n ≥ 0 , where a n are the Motzkin numbers, the Fine number, the Franel numbers of order 3 and the Domb numbers. As a consequence, for these combinatorial sequences, the 3-rd associated Jensen polynomials a n n ! + 3 a n + 1 (n + 1) ! x + 3 a n + 2 (n + 2) ! x 2 + a n + 3 (n + 3) ! x 3 have only real zeros. Furthermore, for these combinatorial sequences we conjecture that for any given integer m ≥ 4 , there exists an integer N (m) such that for n > N (m) , the m -th associated Jensen polynomials ∑ i = 0 m ( m i ) a n + i (n + i) ! x i have only real zeros. [ABSTRACT FROM AUTHOR]