Purpose. This study examined the importance of hematological parameters as prognostic markers for people with esophageal cancer receiving radical concurrent chemoradiation. Methods. 106 patients with esophageal cancer are included in this study. Cox regression analysis, Kaplan-Meier method, and chi-square test were used to analyze our data. Results. The median follow-up time for patients was 15.5 months (3-55). Univariate and multivariate analyses showed that age, the change of platelet-to-lymphocyte ratio (ΔPLR), and the change rate of circulating lymphocyte count (ΔCLC%) were independent influencing factors of OS and DFS. The patients were grouped according to the median of ΔPLR and ΔCLC%, and analysis showed that a higher ΔPLR and a higher ΔCLC% was related to poor OS and DFS (
P
<
0.001
,
P
<
0.001
and
P
<
0.001
,
P
<
0.001
). By subgroup analysis, the OS of T1-4N1-2 were better in the low ΔPLR group than the high one (
P
=
0.03
,
P
<
0.001
,
P
=
0.001
,
P
<
0.001
, and
P
=
0.008
). DFS of T3-4N1-2 in the low ΔPLR group were better than the high one (
P
<
0.001
,
P
=
0.016
and
P
<
0.001
,
P
=
0.022
). For patients with T1-4N0-2, the OS in the low ΔCLC% group were better than in the high ΔCLC% group (
P
=
0.01
,
P
<
0.001
,
P
<
0.002
,
P
=
0.012
,
P
<
0.001
, and
P
=
0.024
). For T1-4N1-2, the DFS were better in the low ΔCLC% group than others (
P
=
0.042
,
P
<
0.001
,
P
<
0.001
,
P
<
0.001
, and
P
=
0.006
). Conclusion. ΔPLR and ΔCLC% are independent factors of OS and DFS, and a lower ΔPLR and ΔCLC% are associated with a better OS and DFS. And T3-4N1-2 patients in the low ΔPLR group and low ΔCLC% group have greater survival benefit.