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Papers by David Baker

Research paper thumbnail of Zygomycetes in Human Disease

Clinical Microbiology Reviews, 2000

Research paper thumbnail of Health Literacy Among Medicare Enrollees in a Managed Care Organization

Context Elderly patients may have limited ability to read and comprehend medical information pert... more Context Elderly patients may have limited ability to read and comprehend medical information pertinent to their health.

Research paper thumbnail of Health literacy and the risk of hospital admission

Journal of General Internal Medicine, 1998

OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Pro... more OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Prospective cohort study. SETTING: Urban public hospital. PATIENTS: A total of 979 emergency department patients who participated in the Literacy in Health Care study and had completed an intake interview and literacy testing with the Test of Functional Health Literacy in Adults were eligible for this study. Of these, 958 (97.8%) had an electronic medical record available for 1994 and 1995. MEASUREMENTS AND MAIN RESULTS: Hospital admissions to Grady Memorial Hospital during 1994 and 1995 were determined by the hospital information system. We used multivariate logistic regression to determine the independent association between inadequate functional health literacy and hospital admission. Patients with inadequate literacy were twice as likely as patients with adequate literacy to be hospitalized during 1994 and 1995 (31.5% vs 14.9%, p<.001). After adjusting for age, gender, race, self-reported health, socioeconomic status, and health insurance, patients with inadequate literacy were more likely to be hospitalized than patients with adequate literacy (adjusted odds ratio [OR] 1.69; 95% confidence interval [CI] 1.13, 2.53). The association between inadequate literacy and hospital admission was strongest among patients who had been hospitalized in the year before study entry (OR 3.15; 95% CI 1.45, 6.85). CONCLUSIONS: In this study population, patients with inadequate functional health literacy had an increased risk of hospital admission.

Research paper thumbnail of The test of functional health literacy in adults

Journal of General Internal Medicine, 1995

OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of p... more OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of patients. DESIGN: The Test of Functional Health Literacy in Adults (TOFHLA) was developed using actual hospital materials. The TOFHLA consists of a 50-item reading comprehension and 17-item numerical ability test, taking up to 22 minutes to administer. The TOFHLA, the Wide Range Achievement Test-Revised (WRAT-R), and the Rapid Estimate of Adult Literacy in Medicine (REALM) were administered for comparison. A Spanish version was also developed (TOFHLA-S). SETTING: Outpatient settings in two public teaching hospitals. PATIENTS: 256 English- and 249 Spanish-speaking patients were approached. 78% of the English- and 82% of the Spanish-speaking patients gave informed consent, completed a demographic survey, and took the TOFHLA or TOFHLA-S. RESULTS: The TOFHLA showed good correlation with the WRAT-R and the REALM (correlation coefficients 0.74 and 0.84, respectively). Only 52% of the English speakers completed more than 80% of the questions correctly. 15% of the patients could not read and interpret a prescription bottle with instructions to take one pill by mouth four times daily, 37% did not understand instructions to take a medication on an empty stomach, and 48% could not determine whether they were eligible for free care. CONCLUSIONS: The TOFHLA is a valid, reliable indicator of patient ability to read health-related materials. Data suggest that a high proportion of patients cannot perform basic reading tasks. Additional work is needed to determine the prevalence of functional health illiteracy and its effect on the health care experience.

Research paper thumbnail of Relationship of Functional Health Literacy to Patients' Knowledge of Their Chronic Disease A Study of Patients With Hypertension and Diabetes

Background: Inadequate functional health literacy is common, but its impact on patients with chro... more Background: Inadequate functional health literacy is common, but its impact on patients with chronic diseases is not well described.

Research paper thumbnail of Shame and health literacy: the unspoken connection

Patient Education and Counseling, 1996

Illiteracy is a well known national crisis, yet relatively little research has focused on how low... more Illiteracy is a well known national crisis, yet relatively little research has focused on how low literacy affects patients&#39; health care experiences. The purpose of this study was to determine the relationship between shame and low functional literacy in the health care setting. It hypothesized that many patients with low literacy may not admit they have difficulty reading because of shame. Patients who presented for acute care at a large, public hospital in Atlanta, Georgia were interviewed. A total of 202 predominately indigent African-American patients completed a demographic survey, the Test of Functional Health Literacy in Adults (TOFHLA) and answered questions about difficulty reading and shame. Of the 202 patients interviewed, 42.6% had inadequate or marginal functional health literacy. Patients with low literacy were more likely to be male (P &lt; 0.05), have less than a high school education (P &lt; 0.01) and be over the age of 60 (P &lt; 0.01). Of those patients with low literacy, 67.4% admitted having trouble reading and understanding what they read. Almost 40% (n = 23) of patients with low functional literacy who acknowledged they have trouble reading admitted shame. Of the 58 patients who had low functional health literacy and admitted having trouble reading, 67.2% had never told their spouses, and 53.4% had never told their children of their difficulties reading. Nineteen percent of patients had never disclosed their difficulty reading to anyone. Many patients with reading problems are ashamed and hide their inability to read. Shame is a deeply harbored emotion that plays an important role in understanding how low literate patients interact with health care providers. Further research is needed to understand how providers should deal with the shame associated with low literacy.

Research paper thumbnail of Development of a brief test to measure functional health literacy

Patient Education and Counseling, 1999

We describe the development of an abbreviated version of the Test of Functional Health Literacy i... more We describe the development of an abbreviated version of the Test of Functional Health Literacy in Adults (TOFHLA) to measure patients&#39; ability to read and understand health-related materials. The TOFHLA was reduced from 17 Numeracy items and 3 prose passages to 4 Numeracy items and 2 prose passages (S-TOFHLA). The maximum time for administration was reduced from 22 minutes to 12. In a group of 211 patients given the S-TOFHLA, Cronbach&#39;s alpha was 0.68 for the 4 Numeracy items and 0.97 for the 36 items in the 2 prose passages. The correlation (Spearman) between the S-TOFHLA and the Rapid Estimate of Adult Literacy in Medicine (REALM) was 0.80, although there were important disagreements between the two tests. The S-TOFHLA is a practical measure of functional health literacy with good reliability and validity that can be used by health educators to identify individuals who require special assistance to achieve learning goals.

Research paper thumbnail of Health Literacy Among Medicare Enrollees in a Managed Care Organization

Context Elderly patients may have limited ability to read and comprehend medical information pert... more Context Elderly patients may have limited ability to read and comprehend medical information pertinent to their health.

Research paper thumbnail of Health literacy and the risk of hospital admission

Journal of General Internal Medicine, 1998

OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Pro... more OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Prospective cohort study. SETTING: Urban public hospital. PATIENTS: A total of 979 emergency department patients who participated in the Literacy in Health Care study and had completed an intake interview and literacy testing with the Test of Functional Health Literacy in Adults were eligible for this study. Of these, 958 (97.8%) had an electronic medical record available for 1994 and 1995. MEASUREMENTS AND MAIN RESULTS: Hospital admissions to Grady Memorial Hospital during 1994 and 1995 were determined by the hospital information system. We used multivariate logistic regression to determine the independent association between inadequate functional health literacy and hospital admission. Patients with inadequate literacy were twice as likely as patients with adequate literacy to be hospitalized during 1994 and 1995 (31.5% vs 14.9%, p<.001). After adjusting for age, gender, race, self-reported health, socioeconomic status, and health insurance, patients with inadequate literacy were more likely to be hospitalized than patients with adequate literacy (adjusted odds ratio [OR] 1.69; 95% confidence interval [CI] 1.13, 2.53). The association between inadequate literacy and hospital admission was strongest among patients who had been hospitalized in the year before study entry (OR 3.15; 95% CI 1.45, 6.85). CONCLUSIONS: In this study population, patients with inadequate functional health literacy had an increased risk of hospital admission.

Research paper thumbnail of The test of functional health literacy in adults

Journal of General Internal Medicine, 1995

OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of p... more OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of patients. DESIGN: The Test of Functional Health Literacy in Adults (TOFHLA) was developed using actual hospital materials. The TOFHLA consists of a 50-item reading comprehension and 17-item numerical ability test, taking up to 22 minutes to administer. The TOFHLA, the Wide Range Achievement Test-Revised (WRAT-R), and the Rapid Estimate of Adult Literacy in Medicine (REALM) were administered for comparison. A Spanish version was also developed (TOFHLA-S). SETTING: Outpatient settings in two public teaching hospitals. PATIENTS: 256 English- and 249 Spanish-speaking patients were approached. 78% of the English- and 82% of the Spanish-speaking patients gave informed consent, completed a demographic survey, and took the TOFHLA or TOFHLA-S. RESULTS: The TOFHLA showed good correlation with the WRAT-R and the REALM (correlation coefficients 0.74 and 0.84, respectively). Only 52% of the English speakers completed more than 80% of the questions correctly. 15% of the patients could not read and interpret a prescription bottle with instructions to take one pill by mouth four times daily, 37% did not understand instructions to take a medication on an empty stomach, and 48% could not determine whether they were eligible for free care. CONCLUSIONS: The TOFHLA is a valid, reliable indicator of patient ability to read health-related materials. Data suggest that a high proportion of patients cannot perform basic reading tasks. Additional work is needed to determine the prevalence of functional health illiteracy and its effect on the health care experience.

Research paper thumbnail of Health Literacy Among Medicare Enrollees in a Managed Care Organization

Context Elderly patients may have limited ability to read and comprehend medical information pert... more Context Elderly patients may have limited ability to read and comprehend medical information pertinent to their health.

Research paper thumbnail of Relationship of Functional Health Literacy to Patients' Knowledge of Their Chronic Disease A Study of Patients With Hypertension and Diabetes

Background: Inadequate functional health literacy is common, but its impact on patients with chro... more Background: Inadequate functional health literacy is common, but its impact on patients with chronic diseases is not well described.

Research paper thumbnail of Health literacy and the risk of hospital admission

Journal of General Internal Medicine, 1998

OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Pro... more OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Prospective cohort study. SETTING: Urban public hospital. PATIENTS: A total of 979 emergency department patients who participated in the Literacy in Health Care study and had completed an intake interview and literacy testing with the Test of Functional Health Literacy in Adults were eligible for this study. Of these, 958 (97.8%) had an electronic medical record available for 1994 and 1995. MEASUREMENTS AND MAIN RESULTS: Hospital admissions to Grady Memorial Hospital during 1994 and 1995 were determined by the hospital information system. We used multivariate logistic regression to determine the independent association between inadequate functional health literacy and hospital admission. Patients with inadequate literacy were twice as likely as patients with adequate literacy to be hospitalized during 1994 and 1995 (31.5% vs 14.9%, p<.001). After adjusting for age, gender, race, self-reported health, socioeconomic status, and health insurance, patients with inadequate literacy were more likely to be hospitalized than patients with adequate literacy (adjusted odds ratio [OR] 1.69; 95% confidence interval [CI] 1.13, 2.53). The association between inadequate literacy and hospital admission was strongest among patients who had been hospitalized in the year before study entry (OR 3.15; 95% CI 1.45, 6.85). CONCLUSIONS: In this study population, patients with inadequate functional health literacy had an increased risk of hospital admission.

Research paper thumbnail of Shame and health literacy: the unspoken connection

Patient Education and Counseling, 1996

Illiteracy is a well known national crisis, yet relatively little research has focused on how low... more Illiteracy is a well known national crisis, yet relatively little research has focused on how low literacy affects patients&#39; health care experiences. The purpose of this study was to determine the relationship between shame and low functional literacy in the health care setting. It hypothesized that many patients with low literacy may not admit they have difficulty reading because of shame. Patients who presented for acute care at a large, public hospital in Atlanta, Georgia were interviewed. A total of 202 predominately indigent African-American patients completed a demographic survey, the Test of Functional Health Literacy in Adults (TOFHLA) and answered questions about difficulty reading and shame. Of the 202 patients interviewed, 42.6% had inadequate or marginal functional health literacy. Patients with low literacy were more likely to be male (P &lt; 0.05), have less than a high school education (P &lt; 0.01) and be over the age of 60 (P &lt; 0.01). Of those patients with low literacy, 67.4% admitted having trouble reading and understanding what they read. Almost 40% (n = 23) of patients with low functional literacy who acknowledged they have trouble reading admitted shame. Of the 58 patients who had low functional health literacy and admitted having trouble reading, 67.2% had never told their spouses, and 53.4% had never told their children of their difficulties reading. Nineteen percent of patients had never disclosed their difficulty reading to anyone. Many patients with reading problems are ashamed and hide their inability to read. Shame is a deeply harbored emotion that plays an important role in understanding how low literate patients interact with health care providers. Further research is needed to understand how providers should deal with the shame associated with low literacy.

Research paper thumbnail of The test of functional health literacy in adults

Journal of General Internal Medicine, 1995

OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of p... more OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of patients. DESIGN: The Test of Functional Health Literacy in Adults (TOFHLA) was developed using actual hospital materials. The TOFHLA consists of a 50-item reading comprehension and 17-item numerical ability test, taking up to 22 minutes to administer. The TOFHLA, the Wide Range Achievement Test-Revised (WRAT-R), and the Rapid Estimate of Adult Literacy in Medicine (REALM) were administered for comparison. A Spanish version was also developed (TOFHLA-S). SETTING: Outpatient settings in two public teaching hospitals. PATIENTS: 256 English- and 249 Spanish-speaking patients were approached. 78% of the English- and 82% of the Spanish-speaking patients gave informed consent, completed a demographic survey, and took the TOFHLA or TOFHLA-S. RESULTS: The TOFHLA showed good correlation with the WRAT-R and the REALM (correlation coefficients 0.74 and 0.84, respectively). Only 52% of the English speakers completed more than 80% of the questions correctly. 15% of the patients could not read and interpret a prescription bottle with instructions to take one pill by mouth four times daily, 37% did not understand instructions to take a medication on an empty stomach, and 48% could not determine whether they were eligible for free care. CONCLUSIONS: The TOFHLA is a valid, reliable indicator of patient ability to read health-related materials. Data suggest that a high proportion of patients cannot perform basic reading tasks. Additional work is needed to determine the prevalence of functional health illiteracy and its effect on the health care experience.

Research paper thumbnail of Relationship of Functional Health Literacy to Patients' Knowledge of Their Chronic Disease A Study of Patients With Hypertension and Diabetes

Background: Inadequate functional health literacy is common, but its impact on patients with chro... more Background: Inadequate functional health literacy is common, but its impact on patients with chronic diseases is not well described.

Research paper thumbnail of Development of a brief test to measure functional health literacy

Patient Education and Counseling, 1999

We describe the development of an abbreviated version of the Test of Functional Health Literacy i... more We describe the development of an abbreviated version of the Test of Functional Health Literacy in Adults (TOFHLA) to measure patients&#39; ability to read and understand health-related materials. The TOFHLA was reduced from 17 Numeracy items and 3 prose passages to 4 Numeracy items and 2 prose passages (S-TOFHLA). The maximum time for administration was reduced from 22 minutes to 12. In a group of 211 patients given the S-TOFHLA, Cronbach&#39;s alpha was 0.68 for the 4 Numeracy items and 0.97 for the 36 items in the 2 prose passages. The correlation (Spearman) between the S-TOFHLA and the Rapid Estimate of Adult Literacy in Medicine (REALM) was 0.80, although there were important disagreements between the two tests. The S-TOFHLA is a practical measure of functional health literacy with good reliability and validity that can be used by health educators to identify individuals who require special assistance to achieve learning goals.

Research paper thumbnail of Shame and health literacy: the unspoken connection

Patient Education and Counseling, 1996

Illiteracy is a well known national crisis, yet relatively little research has focused on how low... more Illiteracy is a well known national crisis, yet relatively little research has focused on how low literacy affects patients&#39; health care experiences. The purpose of this study was to determine the relationship between shame and low functional literacy in the health care setting. It hypothesized that many patients with low literacy may not admit they have difficulty reading because of shame. Patients who presented for acute care at a large, public hospital in Atlanta, Georgia were interviewed. A total of 202 predominately indigent African-American patients completed a demographic survey, the Test of Functional Health Literacy in Adults (TOFHLA) and answered questions about difficulty reading and shame. Of the 202 patients interviewed, 42.6% had inadequate or marginal functional health literacy. Patients with low literacy were more likely to be male (P &lt; 0.05), have less than a high school education (P &lt; 0.01) and be over the age of 60 (P &lt; 0.01). Of those patients with low literacy, 67.4% admitted having trouble reading and understanding what they read. Almost 40% (n = 23) of patients with low functional literacy who acknowledged they have trouble reading admitted shame. Of the 58 patients who had low functional health literacy and admitted having trouble reading, 67.2% had never told their spouses, and 53.4% had never told their children of their difficulties reading. Nineteen percent of patients had never disclosed their difficulty reading to anyone. Many patients with reading problems are ashamed and hide their inability to read. Shame is a deeply harbored emotion that plays an important role in understanding how low literate patients interact with health care providers. Further research is needed to understand how providers should deal with the shame associated with low literacy.

Research paper thumbnail of Development of a brief test to measure functional health literacy

Patient Education and Counseling, 1999

We describe the development of an abbreviated version of the Test of Functional Health Literacy i... more We describe the development of an abbreviated version of the Test of Functional Health Literacy in Adults (TOFHLA) to measure patients&#39; ability to read and understand health-related materials. The TOFHLA was reduced from 17 Numeracy items and 3 prose passages to 4 Numeracy items and 2 prose passages (S-TOFHLA). The maximum time for administration was reduced from 22 minutes to 12. In a group of 211 patients given the S-TOFHLA, Cronbach&#39;s alpha was 0.68 for the 4 Numeracy items and 0.97 for the 36 items in the 2 prose passages. The correlation (Spearman) between the S-TOFHLA and the Rapid Estimate of Adult Literacy in Medicine (REALM) was 0.80, although there were important disagreements between the two tests. The S-TOFHLA is a practical measure of functional health literacy with good reliability and validity that can be used by health educators to identify individuals who require special assistance to achieve learning goals.

Research paper thumbnail of Health Literacy Among Medicare Enrollees in a Managed Care Organization

Context Elderly patients may have limited ability to read and comprehend medical information pert... more Context Elderly patients may have limited ability to read and comprehend medical information pertinent to their health.

Research paper thumbnail of Zygomycetes in Human Disease

Clinical Microbiology Reviews, 2000

Research paper thumbnail of Health Literacy Among Medicare Enrollees in a Managed Care Organization

Context Elderly patients may have limited ability to read and comprehend medical information pert... more Context Elderly patients may have limited ability to read and comprehend medical information pertinent to their health.

Research paper thumbnail of Health literacy and the risk of hospital admission

Journal of General Internal Medicine, 1998

OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Pro... more OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Prospective cohort study. SETTING: Urban public hospital. PATIENTS: A total of 979 emergency department patients who participated in the Literacy in Health Care study and had completed an intake interview and literacy testing with the Test of Functional Health Literacy in Adults were eligible for this study. Of these, 958 (97.8%) had an electronic medical record available for 1994 and 1995. MEASUREMENTS AND MAIN RESULTS: Hospital admissions to Grady Memorial Hospital during 1994 and 1995 were determined by the hospital information system. We used multivariate logistic regression to determine the independent association between inadequate functional health literacy and hospital admission. Patients with inadequate literacy were twice as likely as patients with adequate literacy to be hospitalized during 1994 and 1995 (31.5% vs 14.9%, p<.001). After adjusting for age, gender, race, self-reported health, socioeconomic status, and health insurance, patients with inadequate literacy were more likely to be hospitalized than patients with adequate literacy (adjusted odds ratio [OR] 1.69; 95% confidence interval [CI] 1.13, 2.53). The association between inadequate literacy and hospital admission was strongest among patients who had been hospitalized in the year before study entry (OR 3.15; 95% CI 1.45, 6.85). CONCLUSIONS: In this study population, patients with inadequate functional health literacy had an increased risk of hospital admission.

Research paper thumbnail of The test of functional health literacy in adults

Journal of General Internal Medicine, 1995

OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of p... more OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of patients. DESIGN: The Test of Functional Health Literacy in Adults (TOFHLA) was developed using actual hospital materials. The TOFHLA consists of a 50-item reading comprehension and 17-item numerical ability test, taking up to 22 minutes to administer. The TOFHLA, the Wide Range Achievement Test-Revised (WRAT-R), and the Rapid Estimate of Adult Literacy in Medicine (REALM) were administered for comparison. A Spanish version was also developed (TOFHLA-S). SETTING: Outpatient settings in two public teaching hospitals. PATIENTS: 256 English- and 249 Spanish-speaking patients were approached. 78% of the English- and 82% of the Spanish-speaking patients gave informed consent, completed a demographic survey, and took the TOFHLA or TOFHLA-S. RESULTS: The TOFHLA showed good correlation with the WRAT-R and the REALM (correlation coefficients 0.74 and 0.84, respectively). Only 52% of the English speakers completed more than 80% of the questions correctly. 15% of the patients could not read and interpret a prescription bottle with instructions to take one pill by mouth four times daily, 37% did not understand instructions to take a medication on an empty stomach, and 48% could not determine whether they were eligible for free care. CONCLUSIONS: The TOFHLA is a valid, reliable indicator of patient ability to read health-related materials. Data suggest that a high proportion of patients cannot perform basic reading tasks. Additional work is needed to determine the prevalence of functional health illiteracy and its effect on the health care experience.

Research paper thumbnail of Relationship of Functional Health Literacy to Patients' Knowledge of Their Chronic Disease A Study of Patients With Hypertension and Diabetes

Background: Inadequate functional health literacy is common, but its impact on patients with chro... more Background: Inadequate functional health literacy is common, but its impact on patients with chronic diseases is not well described.

Research paper thumbnail of Shame and health literacy: the unspoken connection

Patient Education and Counseling, 1996

Illiteracy is a well known national crisis, yet relatively little research has focused on how low... more Illiteracy is a well known national crisis, yet relatively little research has focused on how low literacy affects patients&#39; health care experiences. The purpose of this study was to determine the relationship between shame and low functional literacy in the health care setting. It hypothesized that many patients with low literacy may not admit they have difficulty reading because of shame. Patients who presented for acute care at a large, public hospital in Atlanta, Georgia were interviewed. A total of 202 predominately indigent African-American patients completed a demographic survey, the Test of Functional Health Literacy in Adults (TOFHLA) and answered questions about difficulty reading and shame. Of the 202 patients interviewed, 42.6% had inadequate or marginal functional health literacy. Patients with low literacy were more likely to be male (P &lt; 0.05), have less than a high school education (P &lt; 0.01) and be over the age of 60 (P &lt; 0.01). Of those patients with low literacy, 67.4% admitted having trouble reading and understanding what they read. Almost 40% (n = 23) of patients with low functional literacy who acknowledged they have trouble reading admitted shame. Of the 58 patients who had low functional health literacy and admitted having trouble reading, 67.2% had never told their spouses, and 53.4% had never told their children of their difficulties reading. Nineteen percent of patients had never disclosed their difficulty reading to anyone. Many patients with reading problems are ashamed and hide their inability to read. Shame is a deeply harbored emotion that plays an important role in understanding how low literate patients interact with health care providers. Further research is needed to understand how providers should deal with the shame associated with low literacy.

Research paper thumbnail of Development of a brief test to measure functional health literacy

Patient Education and Counseling, 1999

We describe the development of an abbreviated version of the Test of Functional Health Literacy i... more We describe the development of an abbreviated version of the Test of Functional Health Literacy in Adults (TOFHLA) to measure patients&#39; ability to read and understand health-related materials. The TOFHLA was reduced from 17 Numeracy items and 3 prose passages to 4 Numeracy items and 2 prose passages (S-TOFHLA). The maximum time for administration was reduced from 22 minutes to 12. In a group of 211 patients given the S-TOFHLA, Cronbach&#39;s alpha was 0.68 for the 4 Numeracy items and 0.97 for the 36 items in the 2 prose passages. The correlation (Spearman) between the S-TOFHLA and the Rapid Estimate of Adult Literacy in Medicine (REALM) was 0.80, although there were important disagreements between the two tests. The S-TOFHLA is a practical measure of functional health literacy with good reliability and validity that can be used by health educators to identify individuals who require special assistance to achieve learning goals.

Research paper thumbnail of Health Literacy Among Medicare Enrollees in a Managed Care Organization

Context Elderly patients may have limited ability to read and comprehend medical information pert... more Context Elderly patients may have limited ability to read and comprehend medical information pertinent to their health.

Research paper thumbnail of Health literacy and the risk of hospital admission

Journal of General Internal Medicine, 1998

OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Pro... more OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Prospective cohort study. SETTING: Urban public hospital. PATIENTS: A total of 979 emergency department patients who participated in the Literacy in Health Care study and had completed an intake interview and literacy testing with the Test of Functional Health Literacy in Adults were eligible for this study. Of these, 958 (97.8%) had an electronic medical record available for 1994 and 1995. MEASUREMENTS AND MAIN RESULTS: Hospital admissions to Grady Memorial Hospital during 1994 and 1995 were determined by the hospital information system. We used multivariate logistic regression to determine the independent association between inadequate functional health literacy and hospital admission. Patients with inadequate literacy were twice as likely as patients with adequate literacy to be hospitalized during 1994 and 1995 (31.5% vs 14.9%, p<.001). After adjusting for age, gender, race, self-reported health, socioeconomic status, and health insurance, patients with inadequate literacy were more likely to be hospitalized than patients with adequate literacy (adjusted odds ratio [OR] 1.69; 95% confidence interval [CI] 1.13, 2.53). The association between inadequate literacy and hospital admission was strongest among patients who had been hospitalized in the year before study entry (OR 3.15; 95% CI 1.45, 6.85). CONCLUSIONS: In this study population, patients with inadequate functional health literacy had an increased risk of hospital admission.

Research paper thumbnail of The test of functional health literacy in adults

Journal of General Internal Medicine, 1995

OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of p... more OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of patients. DESIGN: The Test of Functional Health Literacy in Adults (TOFHLA) was developed using actual hospital materials. The TOFHLA consists of a 50-item reading comprehension and 17-item numerical ability test, taking up to 22 minutes to administer. The TOFHLA, the Wide Range Achievement Test-Revised (WRAT-R), and the Rapid Estimate of Adult Literacy in Medicine (REALM) were administered for comparison. A Spanish version was also developed (TOFHLA-S). SETTING: Outpatient settings in two public teaching hospitals. PATIENTS: 256 English- and 249 Spanish-speaking patients were approached. 78% of the English- and 82% of the Spanish-speaking patients gave informed consent, completed a demographic survey, and took the TOFHLA or TOFHLA-S. RESULTS: The TOFHLA showed good correlation with the WRAT-R and the REALM (correlation coefficients 0.74 and 0.84, respectively). Only 52% of the English speakers completed more than 80% of the questions correctly. 15% of the patients could not read and interpret a prescription bottle with instructions to take one pill by mouth four times daily, 37% did not understand instructions to take a medication on an empty stomach, and 48% could not determine whether they were eligible for free care. CONCLUSIONS: The TOFHLA is a valid, reliable indicator of patient ability to read health-related materials. Data suggest that a high proportion of patients cannot perform basic reading tasks. Additional work is needed to determine the prevalence of functional health illiteracy and its effect on the health care experience.

Research paper thumbnail of Health Literacy Among Medicare Enrollees in a Managed Care Organization

Context Elderly patients may have limited ability to read and comprehend medical information pert... more Context Elderly patients may have limited ability to read and comprehend medical information pertinent to their health.

Research paper thumbnail of Relationship of Functional Health Literacy to Patients' Knowledge of Their Chronic Disease A Study of Patients With Hypertension and Diabetes

Background: Inadequate functional health literacy is common, but its impact on patients with chro... more Background: Inadequate functional health literacy is common, but its impact on patients with chronic diseases is not well described.

Research paper thumbnail of Health literacy and the risk of hospital admission

Journal of General Internal Medicine, 1998

OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Pro... more OBJECTIVE: To determine the association between patient literacy and hospitalization. DESIGN: Prospective cohort study. SETTING: Urban public hospital. PATIENTS: A total of 979 emergency department patients who participated in the Literacy in Health Care study and had completed an intake interview and literacy testing with the Test of Functional Health Literacy in Adults were eligible for this study. Of these, 958 (97.8%) had an electronic medical record available for 1994 and 1995. MEASUREMENTS AND MAIN RESULTS: Hospital admissions to Grady Memorial Hospital during 1994 and 1995 were determined by the hospital information system. We used multivariate logistic regression to determine the independent association between inadequate functional health literacy and hospital admission. Patients with inadequate literacy were twice as likely as patients with adequate literacy to be hospitalized during 1994 and 1995 (31.5% vs 14.9%, p<.001). After adjusting for age, gender, race, self-reported health, socioeconomic status, and health insurance, patients with inadequate literacy were more likely to be hospitalized than patients with adequate literacy (adjusted odds ratio [OR] 1.69; 95% confidence interval [CI] 1.13, 2.53). The association between inadequate literacy and hospital admission was strongest among patients who had been hospitalized in the year before study entry (OR 3.15; 95% CI 1.45, 6.85). CONCLUSIONS: In this study population, patients with inadequate functional health literacy had an increased risk of hospital admission.

Research paper thumbnail of Shame and health literacy: the unspoken connection

Patient Education and Counseling, 1996

Illiteracy is a well known national crisis, yet relatively little research has focused on how low... more Illiteracy is a well known national crisis, yet relatively little research has focused on how low literacy affects patients&#39; health care experiences. The purpose of this study was to determine the relationship between shame and low functional literacy in the health care setting. It hypothesized that many patients with low literacy may not admit they have difficulty reading because of shame. Patients who presented for acute care at a large, public hospital in Atlanta, Georgia were interviewed. A total of 202 predominately indigent African-American patients completed a demographic survey, the Test of Functional Health Literacy in Adults (TOFHLA) and answered questions about difficulty reading and shame. Of the 202 patients interviewed, 42.6% had inadequate or marginal functional health literacy. Patients with low literacy were more likely to be male (P &lt; 0.05), have less than a high school education (P &lt; 0.01) and be over the age of 60 (P &lt; 0.01). Of those patients with low literacy, 67.4% admitted having trouble reading and understanding what they read. Almost 40% (n = 23) of patients with low functional literacy who acknowledged they have trouble reading admitted shame. Of the 58 patients who had low functional health literacy and admitted having trouble reading, 67.2% had never told their spouses, and 53.4% had never told their children of their difficulties reading. Nineteen percent of patients had never disclosed their difficulty reading to anyone. Many patients with reading problems are ashamed and hide their inability to read. Shame is a deeply harbored emotion that plays an important role in understanding how low literate patients interact with health care providers. Further research is needed to understand how providers should deal with the shame associated with low literacy.

Research paper thumbnail of The test of functional health literacy in adults

Journal of General Internal Medicine, 1995

OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of p... more OBJECTIVE: To develop a valid, reliable instrument to measure the functional health literacy of patients. DESIGN: The Test of Functional Health Literacy in Adults (TOFHLA) was developed using actual hospital materials. The TOFHLA consists of a 50-item reading comprehension and 17-item numerical ability test, taking up to 22 minutes to administer. The TOFHLA, the Wide Range Achievement Test-Revised (WRAT-R), and the Rapid Estimate of Adult Literacy in Medicine (REALM) were administered for comparison. A Spanish version was also developed (TOFHLA-S). SETTING: Outpatient settings in two public teaching hospitals. PATIENTS: 256 English- and 249 Spanish-speaking patients were approached. 78% of the English- and 82% of the Spanish-speaking patients gave informed consent, completed a demographic survey, and took the TOFHLA or TOFHLA-S. RESULTS: The TOFHLA showed good correlation with the WRAT-R and the REALM (correlation coefficients 0.74 and 0.84, respectively). Only 52% of the English speakers completed more than 80% of the questions correctly. 15% of the patients could not read and interpret a prescription bottle with instructions to take one pill by mouth four times daily, 37% did not understand instructions to take a medication on an empty stomach, and 48% could not determine whether they were eligible for free care. CONCLUSIONS: The TOFHLA is a valid, reliable indicator of patient ability to read health-related materials. Data suggest that a high proportion of patients cannot perform basic reading tasks. Additional work is needed to determine the prevalence of functional health illiteracy and its effect on the health care experience.

Research paper thumbnail of Relationship of Functional Health Literacy to Patients' Knowledge of Their Chronic Disease A Study of Patients With Hypertension and Diabetes

Background: Inadequate functional health literacy is common, but its impact on patients with chro... more Background: Inadequate functional health literacy is common, but its impact on patients with chronic diseases is not well described.

Research paper thumbnail of Development of a brief test to measure functional health literacy

Patient Education and Counseling, 1999

We describe the development of an abbreviated version of the Test of Functional Health Literacy i... more We describe the development of an abbreviated version of the Test of Functional Health Literacy in Adults (TOFHLA) to measure patients&#39; ability to read and understand health-related materials. The TOFHLA was reduced from 17 Numeracy items and 3 prose passages to 4 Numeracy items and 2 prose passages (S-TOFHLA). The maximum time for administration was reduced from 22 minutes to 12. In a group of 211 patients given the S-TOFHLA, Cronbach&#39;s alpha was 0.68 for the 4 Numeracy items and 0.97 for the 36 items in the 2 prose passages. The correlation (Spearman) between the S-TOFHLA and the Rapid Estimate of Adult Literacy in Medicine (REALM) was 0.80, although there were important disagreements between the two tests. The S-TOFHLA is a practical measure of functional health literacy with good reliability and validity that can be used by health educators to identify individuals who require special assistance to achieve learning goals.

Research paper thumbnail of Shame and health literacy: the unspoken connection

Patient Education and Counseling, 1996

Illiteracy is a well known national crisis, yet relatively little research has focused on how low... more Illiteracy is a well known national crisis, yet relatively little research has focused on how low literacy affects patients&#39; health care experiences. The purpose of this study was to determine the relationship between shame and low functional literacy in the health care setting. It hypothesized that many patients with low literacy may not admit they have difficulty reading because of shame. Patients who presented for acute care at a large, public hospital in Atlanta, Georgia were interviewed. A total of 202 predominately indigent African-American patients completed a demographic survey, the Test of Functional Health Literacy in Adults (TOFHLA) and answered questions about difficulty reading and shame. Of the 202 patients interviewed, 42.6% had inadequate or marginal functional health literacy. Patients with low literacy were more likely to be male (P &lt; 0.05), have less than a high school education (P &lt; 0.01) and be over the age of 60 (P &lt; 0.01). Of those patients with low literacy, 67.4% admitted having trouble reading and understanding what they read. Almost 40% (n = 23) of patients with low functional literacy who acknowledged they have trouble reading admitted shame. Of the 58 patients who had low functional health literacy and admitted having trouble reading, 67.2% had never told their spouses, and 53.4% had never told their children of their difficulties reading. Nineteen percent of patients had never disclosed their difficulty reading to anyone. Many patients with reading problems are ashamed and hide their inability to read. Shame is a deeply harbored emotion that plays an important role in understanding how low literate patients interact with health care providers. Further research is needed to understand how providers should deal with the shame associated with low literacy.

Research paper thumbnail of Development of a brief test to measure functional health literacy

Patient Education and Counseling, 1999

We describe the development of an abbreviated version of the Test of Functional Health Literacy i... more We describe the development of an abbreviated version of the Test of Functional Health Literacy in Adults (TOFHLA) to measure patients&#39; ability to read and understand health-related materials. The TOFHLA was reduced from 17 Numeracy items and 3 prose passages to 4 Numeracy items and 2 prose passages (S-TOFHLA). The maximum time for administration was reduced from 22 minutes to 12. In a group of 211 patients given the S-TOFHLA, Cronbach&#39;s alpha was 0.68 for the 4 Numeracy items and 0.97 for the 36 items in the 2 prose passages. The correlation (Spearman) between the S-TOFHLA and the Rapid Estimate of Adult Literacy in Medicine (REALM) was 0.80, although there were important disagreements between the two tests. The S-TOFHLA is a practical measure of functional health literacy with good reliability and validity that can be used by health educators to identify individuals who require special assistance to achieve learning goals.

Research paper thumbnail of Health Literacy Among Medicare Enrollees in a Managed Care Organization

Context Elderly patients may have limited ability to read and comprehend medical information pert... more Context Elderly patients may have limited ability to read and comprehend medical information pertinent to their health.