With increasing societal development and the concurrent improvement in people's quality of life, meat consumption has gradually changed from a focus on “quantity” to “quality”. Broiler production is increasingly used as a means to improve meat quality by altering various characteristics, especially its genetic factors. However, until now, little has been known about the genetic variants related to meat quality traits in Chinese purebred chicken populations. To better understand these genetic underpinnings, a total of 17 traits related to meat quality and carcass were measured in 325 Chinese Ningdu yellow chickens. We performed DNA sequencing to detect nucleotide mutations, after which we conducted association studies between
PHKG1
gene polymorphisms and traits related to meat quality and carcass. Results indicated a large phenotypic variation in meat quality traits. More specifically, the single nucleotide polymorphism (
SNP
)
rs15845448
was significantly associated with drip loss at 24 h (
P
= 8.04 × 10
−6
) and 48 h (
P
= 5.47 × 10
−6
), pH (
P
= 2.39 × 10
−3
), and meat color
L
* (
P
= 9.88 × 10
−3
). Moreover, the SNP
rs15845448
reduced 24 h and 48 h drip loss by 3.62 and 5.97%, respectively. However, no significant associations were found between
rs15845448
and carcass traits (
P
> 0.05). Furthermore, a haplotype block containing 2 adjacent SNPs (
rs15845448
and
rs15845450
) was identified. This block displayed 4 distinct haplotypes that had significant association with drip loss at 24 h and 48 h, pH, and meat color
L
*. Collectively, these results provide new insights into the genetic basis of meat quality in Chinese Ningdu yellow chickens. Moreover, the significance of SNP
rs15845448
could be incorporated into the selection programs involving this breed.