A Drug Company Developed a Honey-Based Liquid Medicine Designed to Calm

A drug company developed a honey-based liquid medicine designed to calm a child's cough at night. To test the drug, 105 children who were ill with an upper respiratory tract infection were randomly selected to participate in a clinical trial. The children were randomly divided into three groups - one group was given a dosage of the honey drug, the second was given a dosage of liquid DM (an over-the-counter cough medicine) , and the third (control group) received a liquid placebo (no dosage at all) . After administering the medicine to their coughing child, parents rated their children's cough diagnosis as either better or worse. The results are shown in the table below:
$\begin{array} { l c c c } &\quad\quad\text { \quad Diagnosis}\\\text { Treatment } & \text { Better } & \text { Worse } & \text { Total } \\ \text { Control } & 4 & 33 & 37 \\ \text { DM } & 12 & 21 & 33 \\ \text { Honey } & 24 & 11 & 35 \\ \text { Total } & 40 & 65 & 105 \end{array}$
In order to determine whether the treatment group is independent of the coughing diagnosis, a two-way chi-square test was conducted. Suppose the $p$ -value for the test was calculated to be $p =$ $0.0016$ . What is the appropriate conclusion to make when testing at $\alpha = 0.05$ ?

A) There is insufficient evidence to indicate the treatment group is dependent on the coughing diagnosis.
B) There is sufficient evidence to indicate the treatment group is independent of the coughing diagnosis.
C) There is insufficient evidence to indicate the treatment group is independent of the coughing diagnosis.
D) There is sufficient evidence to indicate the treatment group is dependent on the coughing diagnosis.