LINEAR MIXED MODELS;
SEER-MEDICARE DATA;
DATA-BASE;
SURVIVAL;
COMPONENTS;
CARE;
D O I:
10.1245/s10434-014-3516-x
中图分类号:
R73 [肿瘤学];
学科分类号:
100214 [肿瘤学];
摘要:
Cancer recurrence is a critically important outcome to patients and providers. However, no publicly available cancer registry data contain recurrence information. The National Cancer Data Base (NCDB) collects recurrence data; however, this information is not provided to researchers because of completeness and accuracy concerns. Our objective was to examine completeness of cancer recurrence information in the NCDB. Stage I-III thyroid/colon/melanoma/pancreas/breast cancers diagnosed in 2002-2005 were identified. Recurrence status, recurrence type, and recurrence date were evaluated for data completeness. Patient, tumor, and hospital factors were examined using generalized linear mixed models. Pseudo-R (2) statistics estimated the relative contribution of patient and hospital factors. Of 702,144 patients with thyroid/colon/melanoma/pancreas/breast cancers treated in 1405 hospitals, recurrence information was incomplete in 21.5/24.0/20.2/34.8/18.2 % of patients, respectively. On average, hospitals had incomplete recurrence information on 56.7-66.7 % of their patients. Patients with incomplete information had more comorbidities, a higher cancer stage, non-private insurance, and lived farther from the hospital. Hospitals with the poorest collection were larger tertiary hospitals serving higher-income patients. However, these patients and hospital factors explained less than 3 %, while unexplained hospital variation accounted for the largest part of the observed variation (%Delta R (2) = 84 %). The majority of hospitals report incomplete recurrence information for more than half of their patients. The presence of incomplete recurrence information was largely dependent on undefined hospital factors, rather than patient or tumor characteristics. Attempts to improve cancer recurrence information should focus on hospital operational and process factors surrounding how the hospital tumor registries collect recurrence data.
机构:
Dana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Harvard Univ, Sch Med, Boston, MA USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Hassett, Michael J.
;
Ritzwoller, Debra P.
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente Colorado, Inst Hlth Res, Denver, CO USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Ritzwoller, Debra P.
;
论文数: 引用数:
h-index:
机构:
Taback, Nathan
;
Carroll, Nikki
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente Colorado, Inst Hlth Res, Denver, CO USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Carroll, Nikki
;
Cronin, Angel M.
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, Boston, MA 02215 USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Cronin, Angel M.
;
Ting, Gladys V.
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, Boston, MA 02215 USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Ting, Gladys V.
;
Schrag, Deb
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Harvard Univ, Sch Med, Boston, MA USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Schrag, Deb
;
Warren, Joan L.
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Bethesda, MD 20892 USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Warren, Joan L.
;
Hornbrook, Mark C.
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente Northwest, Ctr Hlth Res, Portland, OR USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
机构:
Amer Coll Surg, Canc Programs, Chicago, IL 60611 USA
Univ Chicago, Med Ctr, Dept Surg, Chicago, IL 60637 USAAmer Coll Surg, Canc Programs, Chicago, IL 60611 USA
Williams, Richelle T.
;
Stewart, Andrew K.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Canc Programs, Chicago, IL 60611 USAAmer Coll Surg, Canc Programs, Chicago, IL 60611 USA
Stewart, Andrew K.
;
Winchester, David P.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Canc Programs, Chicago, IL 60611 USA
NorthShore Univ HealthSyst, Evanston Hosp, Dept Surg, Evanston, IL 60201 USAAmer Coll Surg, Canc Programs, Chicago, IL 60611 USA
机构:
Dana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Harvard Univ, Sch Med, Boston, MA USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Hassett, Michael J.
;
Ritzwoller, Debra P.
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente Colorado, Inst Hlth Res, Denver, CO USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Ritzwoller, Debra P.
;
论文数: 引用数:
h-index:
机构:
Taback, Nathan
;
Carroll, Nikki
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente Colorado, Inst Hlth Res, Denver, CO USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Carroll, Nikki
;
Cronin, Angel M.
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, Boston, MA 02215 USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Cronin, Angel M.
;
Ting, Gladys V.
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, Boston, MA 02215 USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Ting, Gladys V.
;
Schrag, Deb
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Harvard Univ, Sch Med, Boston, MA USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Schrag, Deb
;
Warren, Joan L.
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Bethesda, MD 20892 USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
Warren, Joan L.
;
Hornbrook, Mark C.
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente Northwest, Ctr Hlth Res, Portland, OR USADana Farber Canc Inst, Dept Med Oncol, Ctr Outcomes & Policy Res, Boston, MA 02215 USA
机构:
Amer Coll Surg, Canc Programs, Chicago, IL 60611 USA
Univ Chicago, Med Ctr, Dept Surg, Chicago, IL 60637 USAAmer Coll Surg, Canc Programs, Chicago, IL 60611 USA
Williams, Richelle T.
;
Stewart, Andrew K.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Canc Programs, Chicago, IL 60611 USAAmer Coll Surg, Canc Programs, Chicago, IL 60611 USA
Stewart, Andrew K.
;
Winchester, David P.
论文数: 0引用数: 0
h-index: 0
机构:
Amer Coll Surg, Canc Programs, Chicago, IL 60611 USA
NorthShore Univ HealthSyst, Evanston Hosp, Dept Surg, Evanston, IL 60201 USAAmer Coll Surg, Canc Programs, Chicago, IL 60611 USA