When medical records or pathology reports to confirm diagnoses are unavailable, epidemiological studies often rely on self-reported diagnoses or death certificates to identify cancer outcomes. In assessing the validity of these sources, some studies focus on the positive predictive value, the percentage of reported cases in which cancer is correctly identified.1 A second important measure of validity is false negative response, i.e. the percentage of cases, according to a gold standard, that are not identified in the self-report or death certificate or because of survey non-response. This is the complement of sensitivity, which is the percentage of cancers that are captured by self-reports and other sources. Here we present the extent of under-ascertainment due to self-report, death certificate, and survey non-response for cancers overall and six major cancer sites in a prospective, largely female cohort, the US Radiologic Technologists (USRT) Study, based on state cancer registries as the gold standard. A previous analysis of the USRT study presented the positive predictive values for cancers reported by cohort participants and death certificates.2

Self-administered questionnaires were sent to members of the USRT Cohort in three surveys carried out during 1983–89, 1994–98, and 2003 to the present. More than 110 000 study participants completed at least one of the first two questionnaires. Previous published reports analysing USRT data have relied on several sources to ascertain cancer outcomes: self-report, with cancers validated by medical records to the extent feasible; death certificates or the National Death Index, which include cancers identified as underlying or contributing causes of death; and additional subject contacts for ongoing studies.

To estimate the extent of under-reported cancers, we matched the 110 000 study participants with state-wide cancer registries in four states, California, Pennsylvania, Michigan, and Florida; about one-fourth of participating members reside in these four states. In 1990 the self-reported completeness of these state cancer registries ranged from 88 to 98%, although no completeness summary was reported for Michigan.3 Moreover, limited participant mobility contributed to the comprehensiveness of registry ascertainment, with almost 90% of participants living in the same state during the first survey (1983–89) as at the time of diagnosis in the registry state. Matches between persons with cancer diagnoses listed in registries and cohort members relied on a combination of probabilistic4 and deterministic algorithms and were based on participant social security numbers (97% available), names (100%), birthdates (100%), and gender (100%). We assessed under-reporting for cancers diagnosed between 1990 and the completion of the second questionnaire (1994–98), the date of death, or August 31, 1998 (for living participants who did not complete the second questionnaire), whichever occurred first.

There were a total of 761 invasive cancers reported in the registries for study participants during this period; 42% were diagnosed in California, 26% in Florida, 13% in Michigan, and 19% in Pennsylvania. The majority was diagnosed in women (69%) and those under age 60 in 1990 (65%).

A total of 196 of the 761 (25.8%) cancers identified by the registries were not captured by self-report, death certificate, or other follow-up (Table 1). Self-reports (from the second questionnaire) failed to identify 12.2% of total cancer diagnoses, although respondents failed to report only 2.6% of female breast cancers and <5% each of prostate and colon cancers. Ascertainment was less complete for death certificates, which did not identify 35.2% of cancers identified by the registries in those participants who had died before completing the second questionnaire.

Table 1

Under-ascertainment of cancers in the US Radiologic Technologists Study based on linkage with four State Cancer Registries (1990–98)a

Type of cancer
Cancer registry-identified cancers by subject status at second survey
Cancer registry-identified cancers not identified in second survey by subject status
All malignancies761
    Questionnaire responder50862 (12.2)b
    Deceased16558 (35.2)
    Non-responder/lost to follow-up8876 ()c
Female breast243
    Questionnaire responder1895 (2.6)
    Deceased212(9.5)
    Non-responder/lost to follow-up3331 ()
Prostate84
    Questionnaire responder623 (4.8)
    Deceased148 (57.1)
    Non-responder/lost to follow-up87 ()
Colon33
    Questionnaire responder221 (4.5)
    Deceased94 (44.4)
    Non-responder/lost to follow-up21 ()
Lung67
    Questionnaire responder254 (16.0)
    Deceased3812 (31.6)
    Non-responder/lost to follow-up43 ()
Melanoma31
    Questionnaire responder184 (22.2)
    Deceased51 (20.0)
    Non-responder/lost to follow-up88 ()
Endometrial38
    Questionnaire responder275 (18.5)
    Deceased54 (80.0)
    Non-responder/lost to follow-up65 ()
Type of cancer
Cancer registry-identified cancers by subject status at second survey
Cancer registry-identified cancers not identified in second survey by subject status
All malignancies761
    Questionnaire responder50862 (12.2)b
    Deceased16558 (35.2)
    Non-responder/lost to follow-up8876 ()c
Female breast243
    Questionnaire responder1895 (2.6)
    Deceased212(9.5)
    Non-responder/lost to follow-up3331 ()
Prostate84
    Questionnaire responder623 (4.8)
    Deceased148 (57.1)
    Non-responder/lost to follow-up87 ()
Colon33
    Questionnaire responder221 (4.5)
    Deceased94 (44.4)
    Non-responder/lost to follow-up21 ()
Lung67
    Questionnaire responder254 (16.0)
    Deceased3812 (31.6)
    Non-responder/lost to follow-up43 ()
Melanoma31
    Questionnaire responder184 (22.2)
    Deceased51 (20.0)
    Non-responder/lost to follow-up88 ()
Endometrial38
    Questionnaire responder275 (18.5)
    Deceased54 (80.0)
    Non-responder/lost to follow-up65 ()
a

The four states are California, Florida, Pennsylvania, and Michigan.

b

Numbers in parentheses are percentages.

c

Some cancers were identified through follow-up related to studies within the cohort, even though the participant did not respond to the second questionnaire.

Table 1

Under-ascertainment of cancers in the US Radiologic Technologists Study based on linkage with four State Cancer Registries (1990–98)a

Type of cancer
Cancer registry-identified cancers by subject status at second survey
Cancer registry-identified cancers not identified in second survey by subject status
All malignancies761
    Questionnaire responder50862 (12.2)b
    Deceased16558 (35.2)
    Non-responder/lost to follow-up8876 ()c
Female breast243
    Questionnaire responder1895 (2.6)
    Deceased212(9.5)
    Non-responder/lost to follow-up3331 ()
Prostate84
    Questionnaire responder623 (4.8)
    Deceased148 (57.1)
    Non-responder/lost to follow-up87 ()
Colon33
    Questionnaire responder221 (4.5)
    Deceased94 (44.4)
    Non-responder/lost to follow-up21 ()
Lung67
    Questionnaire responder254 (16.0)
    Deceased3812 (31.6)
    Non-responder/lost to follow-up43 ()
Melanoma31
    Questionnaire responder184 (22.2)
    Deceased51 (20.0)
    Non-responder/lost to follow-up88 ()
Endometrial38
    Questionnaire responder275 (18.5)
    Deceased54 (80.0)
    Non-responder/lost to follow-up65 ()
Type of cancer
Cancer registry-identified cancers by subject status at second survey
Cancer registry-identified cancers not identified in second survey by subject status
All malignancies761
    Questionnaire responder50862 (12.2)b
    Deceased16558 (35.2)
    Non-responder/lost to follow-up8876 ()c
Female breast243
    Questionnaire responder1895 (2.6)
    Deceased212(9.5)
    Non-responder/lost to follow-up3331 ()
Prostate84
    Questionnaire responder623 (4.8)
    Deceased148 (57.1)
    Non-responder/lost to follow-up87 ()
Colon33
    Questionnaire responder221 (4.5)
    Deceased94 (44.4)
    Non-responder/lost to follow-up21 ()
Lung67
    Questionnaire responder254 (16.0)
    Deceased3812 (31.6)
    Non-responder/lost to follow-up43 ()
Melanoma31
    Questionnaire responder184 (22.2)
    Deceased51 (20.0)
    Non-responder/lost to follow-up88 ()
Endometrial38
    Questionnaire responder275 (18.5)
    Deceased54 (80.0)
    Non-responder/lost to follow-up65 ()
a

The four states are California, Florida, Pennsylvania, and Michigan.

b

Numbers in parentheses are percentages.

c

Some cancers were identified through follow-up related to studies within the cohort, even though the participant did not respond to the second questionnaire.

Estimates of the under-reporting of self-reported cancer in other studies vary widely, with high rates, 39%, for example, in a community-based study5; and more modest rates, 21%, in an American Cancer Society cohort.6 The extent of false-negative reporting has also varied substantially by cancer site across studies.5,79 Yet several studies, including this one, reflect a similar pattern of ascertainment, i.e. higher ascertainment, for breast, colon, and prostate cancers, and lower ascertainment for melanoma and uterine/endometrial cancers. Levels of under-reporting by site are relatively low in the USRT cohort, with no more than ∼23% of the cancers under-reported by respondents in any of the six sites presented (Table 1). Because USRT study members work in health care settings, they may be more knowledgeable about their history of serious diseases, and this may at least partially account for their low rates of under-reported cancers.

This research was supported by the Intramural Research Program of the NIH, National Cancer Institute.

References

1

Colditz GA, Martin P, Stampfer MJ et al. Validation of questionnaire information on risk factors and disease outcomes in a prospective cohort study of women.

Am J Epidemiol
1986
;
123
:
894
–900.

2

Sigurdson AJ, Doody MM, Rao RS et al. Cancer incidence in the US radiologic technologists health study, 1983–1998.

Cancer
2003
;
97
:
3080
–89.

3

Cancer Incidence in North America, 1988–1991. Sacramento, CA: North American Association of Central Cancer Registries,

1995
.

4

Jaro MA. Probabilistic linkage of large public health data files.

Stat Med
1995
;
14
:
491
–98.

5

Desai MM, Bruce ML, Desai RA, Druss BG. Validity of self-reported cancer history: a comparison of health interview data and cancer registry records.

Am J Epidemiol
2001
;
153
:
299
–306.

6

Bergmann MM, Calle EE, Mervis CA, Miracle-McMahill HL, Thun MJ, Heath CW. Validity of self-reported cancers in a prospective cohort study in comparison with data from state cancer registries.

Am J Epidemiol
1998
;
147
:
556
–62.

7

Berthier F, Grosclaude P, Bocquet H, Faliu B, Cayla F, Machelard-Roumagnac M. Prevalence of cancer in the elderly: discrepancies between self-reported and registry data.

Br J Cancer
1997
;
75
:
445
–47.

8

Parikh-Patel A, Allen M, Wright WE. Validation of self-reported cancers in the California Teachers Study.

Am J Epidemiol
2003
;
157
:
539
–45.

9

Schrijvers CT, Stronks K, van de Mheen DH, Coebergh JW, Mackenbach JP. Validation of cancer prevalence data from a postal survey by comparison with cancer registry records.

Am J Epidemiol
1994
;
139
:
408
–14.