SlideShare ist ein Scribd-Unternehmen logo
1 von 32
Using CHIS data to explore
Cancer screening disparities
in California
Israel De Alba, MD MPH
Center for Health Policy Research
Department of Medicine
University of California, Irvine
Overview
Using CHIS data to explore cancer screening
racial/ethnic disparities: two examples
1. Pap smear use in California: are closing the racial/ethnic
gap?
2. Impact of U.S. citizenship status on cancer screening
among immigrant women
Background
Cervical Cancer Screening in California
Nearly 14% of all new cases nationwide are
diagnosed in women residing in California
The cervical cancer age adjusted incidence
rate in the state is above the national average
Background
Cervical Cancer Screening in California
California has one of the largest
proportions of minority populations in
the country; one in every three state
inhabitants is of Hispanic origin and one
in nine of Asian descent
Background
Study Aims
Aim 1.
To assess the impact of race/ethnicity on Pap
smear use among women in California
Aim 2.
To examine the effect of ethnic sub-groups
on cervical cancer screening among Hispanic
and Asian women in California
Methods
Inclusion criteria:
1. Women age ≥18
2. No hysterectomy
Outcomes
1. Receipt of recent Pap smear
(in past 3 years)
1. Ever having a Pap smear
Methods
Statistical analysis
1. Descriptive statistics
2. Bivariable analysis
3. Logistic regression
4. Generation of prevalence rate ratios
Methods
Logistic regression models constructed
Population Dependent
variable
Main independent
variable
Model 1 All women Recent Pap
smear
Race/ethnicity
Model 2 All women Pap smear
ever
Race/ethnicity
Model 3 Hispanics
only
Recent Pap
smear
Hispanic sub-group
Model 4 Hispanics
only
Pap smear
ever
Hispanic sub-group
Model 5 Asians only Recent Pap
smear
Asian sub-group
Model 6 Asians only Pap smear
ever
Asian sub-group
Methods
Hispanic sub-groups
Mexican
Central American
South American
Other
Methods
Asian Sub-groups
Japanese
Filipino
Korean
Chinese
Vietnamese
South Asians
• (Bangladeshi, Indian, Pakistani, Sri Lankan,
and more than one of these nationalities)
Methods
Adjusting variables in logistic regression
Age
18-30, 31-40, 41-50 and ≥51
Educational attainment
< high school, high school, > high school
Annual household income
< 200% FPL or ≥ 200% FPL
Health insurance
any coverage or no insurance
Self-reported health status
excellent, very good or good vs. fair or poor
Ability to speak English (only among ethnic sub-groups)
very well, well, not well and not all
Results: all women
Demographics (N=25,228)
Age distribution 18-30 30%
31-40 25%
41-50 20%
≥51 25%
Race/ethnicity: White 50%
Hispanic 30%
Asian 11%
African American 5%
Other 4%
Results: all women
Pap smear use adjusted prevalence rates ratios
Recent Pap Pap ever
White 1.0 1.0
Hispanic 1.03* .99
Asian .81* .82*
African American 1.03* 1.01
Other .96 .98
* ≤ 0.05
Results: Hispanic subgroup analysis
Pap smear use adjusted prevalence rate ratios
Recent Pap Pap ever
Mexican 1.0 1.0
Central American 1.06* 1.04
South American 1.07 1.07
Other Hispanic 1.01 .99
* ≤ 0.05
Results: Asian subgroup analysis (N=2,625)
Pap smear use adjusted prevalence rate ratios
Recent Pap Pap Ever
Filipino 1.0 1.0
Korean 0.95 0.91
Japanese 0.95 0.84
Chinese 0.95 0.79*
Vietnamese 0.93* 0.78*
South Asian 0.93* 0.73*
* ≤ 0.05
Summary
In California, Hispanic and African American
women are significantly more likely to report
having a recent Pap smear as compared to
White women and they are as likely to report
a Pap smear ever
Asians, however, were significantly less likely
to report having a Pap smear recently or ever
despite a favorable sociodemographic profile
Summary
Pap smear use rate varied by ethnic
subgroup
Mexican women were less likely to report
recent or ever Pap smear as compared to
Central and South Americans
Summary
Among Asians:
• Filipino and Korean women are the most likely
to report recent or ever Pap smear
• South Asians, Chinese and Vietnamese were
least likely to report any of these outcomes
Having a usual source of care and income
contributes the most to Pap smear use
among all women and Asians in California
Health insurance and income are the most
important contributors to use of Pap smears
among Hispanics
Summary, other findings
Limitations
Self-report of receipt and timing of Pap smear
Low response rate for 2001 CHIS (63.7%)
Non-response bias
Generalizability
Specific aim
To evaluate the relationship between
U.S. citizenship status and receipt of
Pap smears and mammograms among
immigrant women in California.
Rationale
Non-U.S. citizen immigrants may be
disproportionately affected by access
and cultural barriers
California has a higher percentage of
non-U.S. citizens than any other state
Outcomes
Cervical cancer screening among immigrant
women age 18 or older without a hysterectomy:
• Pap smear in the past three years
• Pap smear ever
Breast cancer screening among immigrant women
age 40 or older:
3. Mammogram in the past two years
4. Mammogram ever
Statistical analysis
Multivariable logistic regression model for each
outcome
Adjusting for:
Age
Race/ethnicity
Educational attainment
Annual household income
Having health insurance
Years in the U.S.
Health status
English language proficiency
Results
6,320 women were included in our
analysis of cervical cancer screening;
47% were U.S. citizens
3,828 in the analysis of breast cancer
screening; 65% were U.S. citizens
Results
Results
Conclusions
Not being a U.S. citizen is a barrier to receiving
cervical and breast cancer screening
Additional research is needed to explore causal
factors for differences in cancer screening rates
between citizens and non-U.S. citizens
Immigrants, especially those who are not U.S.
citizens, should be targeted for improved health care
access and appropriate cancer screening.
Using CHIS data to explore cancer screening
racial/ethnic disparities: overall impressions
Positive aspects
Data easily available
Well designed, standardized
questionnaires
Excellent “customer service”
High proportion of minority populations
Using CHIS data to explore cancer screening
racial/ethnic disparities: overall impressions
Minor comments
Low response rate in 2001 CHIS
Limitations of a phone survey

Weitere ähnliche Inhalte

Was ist angesagt?

Breast cancer screening guidlines for mammography
Breast cancer screening guidlines for mammographyBreast cancer screening guidlines for mammography
Breast cancer screening guidlines for mammographyShima Aran
 
BSE and Mammography
BSE and MammographyBSE and Mammography
BSE and MammographyKawita Bapat
 
Genetic Testing for Cancer Risk
Genetic Testing for Cancer RiskGenetic Testing for Cancer Risk
Genetic Testing for Cancer Riskflasco_org
 
Choose a Health Topic
Choose a Health TopicChoose a Health Topic
Choose a Health TopicKasondra Joy
 
Mammography Screening
Mammography ScreeningMammography Screening
Mammography ScreeningDES Daughter
 
Multi Indicator cluster survey 2014
Multi Indicator cluster survey 2014Multi Indicator cluster survey 2014
Multi Indicator cluster survey 2014Hanh To
 
screening programme in breast and colorectal carcinoma
screening programme in breast and colorectal carcinomascreening programme in breast and colorectal carcinoma
screening programme in breast and colorectal carcinomaYAJNADATTASARANGI1
 
Non-Communicable Diseases: The Unheralded Global Epidemic_Tsu_5.12.11
Non-Communicable Diseases: The Unheralded Global Epidemic_Tsu_5.12.11Non-Communicable Diseases: The Unheralded Global Epidemic_Tsu_5.12.11
Non-Communicable Diseases: The Unheralded Global Epidemic_Tsu_5.12.11CORE Group
 
Son preference and fertility behavior evidence from Viet Nam - Project statement
Son preference and fertility behavior evidence from Viet Nam - Project statementSon preference and fertility behavior evidence from Viet Nam - Project statement
Son preference and fertility behavior evidence from Viet Nam - Project statementHanh To
 
Obesity and Physical Activity & SRH Poster
Obesity and Physical Activity & SRH PosterObesity and Physical Activity & SRH Poster
Obesity and Physical Activity & SRH PosterErin Flores, MPH
 
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...Ovarian Cancer Research Fund Alliance
 
Slide Deck M4 001, 3 2010 P2 P Final Ppt 3.10
Slide Deck M4 001, 3 2010 P2 P Final Ppt 3.10Slide Deck M4 001, 3 2010 P2 P Final Ppt 3.10
Slide Deck M4 001, 3 2010 P2 P Final Ppt 3.10Holly Giovi, RN
 
Women health profile (indicators)
Women health profile (indicators)Women health profile (indicators)
Women health profile (indicators)Saeed Sherbeny
 

Was ist angesagt? (20)

Muslim Network Collaboration AGM 2019
Muslim Network Collaboration AGM 2019Muslim Network Collaboration AGM 2019
Muslim Network Collaboration AGM 2019
 
Breast cancer screening guidlines for mammography
Breast cancer screening guidlines for mammographyBreast cancer screening guidlines for mammography
Breast cancer screening guidlines for mammography
 
BSE and Mammography
BSE and MammographyBSE and Mammography
BSE and Mammography
 
Genetic Testing for Cancer Risk
Genetic Testing for Cancer RiskGenetic Testing for Cancer Risk
Genetic Testing for Cancer Risk
 
Choose a Health Topic
Choose a Health TopicChoose a Health Topic
Choose a Health Topic
 
Breast Cancer Risk Assessment: How and Why
Breast Cancer Risk Assessment:  How and WhyBreast Cancer Risk Assessment:  How and Why
Breast Cancer Risk Assessment: How and Why
 
Mammography Screening
Mammography ScreeningMammography Screening
Mammography Screening
 
Cancer screening
Cancer screeningCancer screening
Cancer screening
 
Infographic: Ovarian Cancer Profile
Infographic: Ovarian Cancer ProfileInfographic: Ovarian Cancer Profile
Infographic: Ovarian Cancer Profile
 
Multi Indicator cluster survey 2014
Multi Indicator cluster survey 2014Multi Indicator cluster survey 2014
Multi Indicator cluster survey 2014
 
screening programme in breast and colorectal carcinoma
screening programme in breast and colorectal carcinomascreening programme in breast and colorectal carcinoma
screening programme in breast and colorectal carcinoma
 
Non-Communicable Diseases: The Unheralded Global Epidemic_Tsu_5.12.11
Non-Communicable Diseases: The Unheralded Global Epidemic_Tsu_5.12.11Non-Communicable Diseases: The Unheralded Global Epidemic_Tsu_5.12.11
Non-Communicable Diseases: The Unheralded Global Epidemic_Tsu_5.12.11
 
Son preference and fertility behavior evidence from Viet Nam - Project statement
Son preference and fertility behavior evidence from Viet Nam - Project statementSon preference and fertility behavior evidence from Viet Nam - Project statement
Son preference and fertility behavior evidence from Viet Nam - Project statement
 
Social Epidemiologic Methods in International Population Health
Social Epidemiologic Methods in International Population HealthSocial Epidemiologic Methods in International Population Health
Social Epidemiologic Methods in International Population Health
 
Obesity and Physical Activity & SRH Poster
Obesity and Physical Activity & SRH PosterObesity and Physical Activity & SRH Poster
Obesity and Physical Activity & SRH Poster
 
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
 
CANSA The Big 5 Cancers affecting Men in South Africa 2017
CANSA The Big 5 Cancers affecting Men in South Africa 2017CANSA The Big 5 Cancers affecting Men in South Africa 2017
CANSA The Big 5 Cancers affecting Men in South Africa 2017
 
Slide Deck M4 001, 3 2010 P2 P Final Ppt 3.10
Slide Deck M4 001, 3 2010 P2 P Final Ppt 3.10Slide Deck M4 001, 3 2010 P2 P Final Ppt 3.10
Slide Deck M4 001, 3 2010 P2 P Final Ppt 3.10
 
BSE and mammography
BSE and mammographyBSE and mammography
BSE and mammography
 
Women health profile (indicators)
Women health profile (indicators)Women health profile (indicators)
Women health profile (indicators)
 

Ähnlich wie Cancer Databases: Israel De Alba

Women's Understanding of the term 'Pap Smear'
Women's Understanding of the term 'Pap Smear'Women's Understanding of the term 'Pap Smear'
Women's Understanding of the term 'Pap Smear'David Howard
 
GERD Cultural considerations Ppt
GERD Cultural considerations PptGERD Cultural considerations Ppt
GERD Cultural considerations Pptfourthouse71
 
The History & Principles of Patient Navigation
The History & Principles of Patient NavigationThe History & Principles of Patient Navigation
The History & Principles of Patient Navigationflasco_org
 
Factors Influencing Breast Cancer Screening in Low-Income African Americans i...
Factors Influencing Breast Cancer Screening in Low-Income African Americans i...Factors Influencing Breast Cancer Screening in Low-Income African Americans i...
Factors Influencing Breast Cancer Screening in Low-Income African Americans i...eawilliams
 
American journal of epidemiology www.lizettealvarez.com
American journal of epidemiology www.lizettealvarez.comAmerican journal of epidemiology www.lizettealvarez.com
American journal of epidemiology www.lizettealvarez.comeVerticeHealthTech
 
Triple Negative Breast Cancer and Women of Color (Slide 1)
Triple Negative Breast Cancer and Women of Color (Slide 1)Triple Negative Breast Cancer and Women of Color (Slide 1)
Triple Negative Breast Cancer and Women of Color (Slide 1)bkling
 
Women's Access to Healthcare - GRU Cancer Center Presentation
Women's Access to Healthcare - GRU Cancer Center PresentationWomen's Access to Healthcare - GRU Cancer Center Presentation
Women's Access to Healthcare - GRU Cancer Center PresentationGeorgia Commission on Women
 
Communities of Color and Participation in Breast Cancer Research
Communities of Color and Participation in Breast Cancer ResearchCommunities of Color and Participation in Breast Cancer Research
Communities of Color and Participation in Breast Cancer Researchbkling
 
Breast cancer survival and race
Breast cancer survival and raceBreast cancer survival and race
Breast cancer survival and raceMadhav Kc
 
Bitsie, K. (2015). Cancer Risk and Cancer Screening in a Pacific Northwest Tribe
Bitsie, K. (2015). Cancer Risk and Cancer Screening in a Pacific Northwest TribeBitsie, K. (2015). Cancer Risk and Cancer Screening in a Pacific Northwest Tribe
Bitsie, K. (2015). Cancer Risk and Cancer Screening in a Pacific Northwest TribeNatalie Chin
 
Cancer Disparities
Cancer Disparities Cancer Disparities
Cancer Disparities thuphan95
 
Complementary and Alternative Medicine Use by Recent Immigrants
Complementary and Alternative Medicine Use by Recent ImmigrantsComplementary and Alternative Medicine Use by Recent Immigrants
Complementary and Alternative Medicine Use by Recent ImmigrantsL.A. Net
 
Prevention of HPV Diseases in Indigenous Populations: Examples of promising ...
Prevention of HPV Diseases in Indigenous Populations:  Examples of promising ...Prevention of HPV Diseases in Indigenous Populations:  Examples of promising ...
Prevention of HPV Diseases in Indigenous Populations: Examples of promising ...National Aboriginal Health Organization
 

Ähnlich wie Cancer Databases: Israel De Alba (20)

Cancer in AA's 1
Cancer in AA's 1Cancer in AA's 1
Cancer in AA's 1
 
Cancer Information Seeking Behavior Older Vietnamese Immigrants 4.16.09
Cancer Information Seeking Behavior Older Vietnamese Immigrants 4.16.09Cancer Information Seeking Behavior Older Vietnamese Immigrants 4.16.09
Cancer Information Seeking Behavior Older Vietnamese Immigrants 4.16.09
 
Women's Understanding of the term 'Pap Smear'
Women's Understanding of the term 'Pap Smear'Women's Understanding of the term 'Pap Smear'
Women's Understanding of the term 'Pap Smear'
 
upha poster_4.9.15
upha poster_4.9.15upha poster_4.9.15
upha poster_4.9.15
 
GERD Cultural considerations Ppt
GERD Cultural considerations PptGERD Cultural considerations Ppt
GERD Cultural considerations Ppt
 
The History & Principles of Patient Navigation
The History & Principles of Patient NavigationThe History & Principles of Patient Navigation
The History & Principles of Patient Navigation
 
Factors Influencing Breast Cancer Screening in Low-Income African Americans i...
Factors Influencing Breast Cancer Screening in Low-Income African Americans i...Factors Influencing Breast Cancer Screening in Low-Income African Americans i...
Factors Influencing Breast Cancer Screening in Low-Income African Americans i...
 
American journal of epidemiology www.lizettealvarez.com
American journal of epidemiology www.lizettealvarez.comAmerican journal of epidemiology www.lizettealvarez.com
American journal of epidemiology www.lizettealvarez.com
 
Triple Negative Breast Cancer and Women of Color (Slide 1)
Triple Negative Breast Cancer and Women of Color (Slide 1)Triple Negative Breast Cancer and Women of Color (Slide 1)
Triple Negative Breast Cancer and Women of Color (Slide 1)
 
Women's Access to Healthcare - GRU Cancer Center Presentation
Women's Access to Healthcare - GRU Cancer Center PresentationWomen's Access to Healthcare - GRU Cancer Center Presentation
Women's Access to Healthcare - GRU Cancer Center Presentation
 
Communities of Color and Participation in Breast Cancer Research
Communities of Color and Participation in Breast Cancer ResearchCommunities of Color and Participation in Breast Cancer Research
Communities of Color and Participation in Breast Cancer Research
 
Breast cancer survival and race
Breast cancer survival and raceBreast cancer survival and race
Breast cancer survival and race
 
Aetna Presentation Cancer
Aetna Presentation CancerAetna Presentation Cancer
Aetna Presentation Cancer
 
Bitsie, K. (2015). Cancer Risk and Cancer Screening in a Pacific Northwest Tribe
Bitsie, K. (2015). Cancer Risk and Cancer Screening in a Pacific Northwest TribeBitsie, K. (2015). Cancer Risk and Cancer Screening in a Pacific Northwest Tribe
Bitsie, K. (2015). Cancer Risk and Cancer Screening in a Pacific Northwest Tribe
 
Pioneer Baby_Poster_2015
Pioneer Baby_Poster_2015Pioneer Baby_Poster_2015
Pioneer Baby_Poster_2015
 
AACR2013Final
AACR2013FinalAACR2013Final
AACR2013Final
 
Cancer Prevention
Cancer PreventionCancer Prevention
Cancer Prevention
 
Cancer Disparities
Cancer Disparities Cancer Disparities
Cancer Disparities
 
Complementary and Alternative Medicine Use by Recent Immigrants
Complementary and Alternative Medicine Use by Recent ImmigrantsComplementary and Alternative Medicine Use by Recent Immigrants
Complementary and Alternative Medicine Use by Recent Immigrants
 
Prevention of HPV Diseases in Indigenous Populations: Examples of promising ...
Prevention of HPV Diseases in Indigenous Populations:  Examples of promising ...Prevention of HPV Diseases in Indigenous Populations:  Examples of promising ...
Prevention of HPV Diseases in Indigenous Populations: Examples of promising ...
 

Kürzlich hochgeladen

Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...astropune
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...hotbabesbook
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...narwatsonia7
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...aartirawatdelhi
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Dipal Arora
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Bangalore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...vidya singh
 
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiAlinaDevecerski
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Dipal Arora
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...Taniya Sharma
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Call Girls in Nagpur High Profile
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...jageshsingh5554
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...narwatsonia7
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 

Kürzlich hochgeladen (20)

Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Bhubaneswar Just Call 9907093804 Top Class Call Girl Service Avail...
 
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Bangalore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 8250077686 Top Class Call Girl Service Available
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
 
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 

Cancer Databases: Israel De Alba

  • 1. Using CHIS data to explore Cancer screening disparities in California Israel De Alba, MD MPH Center for Health Policy Research Department of Medicine University of California, Irvine
  • 2. Overview Using CHIS data to explore cancer screening racial/ethnic disparities: two examples 1. Pap smear use in California: are closing the racial/ethnic gap? 2. Impact of U.S. citizenship status on cancer screening among immigrant women
  • 3.
  • 4. Background Cervical Cancer Screening in California Nearly 14% of all new cases nationwide are diagnosed in women residing in California The cervical cancer age adjusted incidence rate in the state is above the national average
  • 5. Background Cervical Cancer Screening in California California has one of the largest proportions of minority populations in the country; one in every three state inhabitants is of Hispanic origin and one in nine of Asian descent
  • 6. Background Study Aims Aim 1. To assess the impact of race/ethnicity on Pap smear use among women in California Aim 2. To examine the effect of ethnic sub-groups on cervical cancer screening among Hispanic and Asian women in California
  • 7. Methods Inclusion criteria: 1. Women age ≥18 2. No hysterectomy Outcomes 1. Receipt of recent Pap smear (in past 3 years) 1. Ever having a Pap smear
  • 8. Methods Statistical analysis 1. Descriptive statistics 2. Bivariable analysis 3. Logistic regression 4. Generation of prevalence rate ratios
  • 9. Methods Logistic regression models constructed Population Dependent variable Main independent variable Model 1 All women Recent Pap smear Race/ethnicity Model 2 All women Pap smear ever Race/ethnicity Model 3 Hispanics only Recent Pap smear Hispanic sub-group Model 4 Hispanics only Pap smear ever Hispanic sub-group Model 5 Asians only Recent Pap smear Asian sub-group Model 6 Asians only Pap smear ever Asian sub-group
  • 11. Methods Asian Sub-groups Japanese Filipino Korean Chinese Vietnamese South Asians • (Bangladeshi, Indian, Pakistani, Sri Lankan, and more than one of these nationalities)
  • 12. Methods Adjusting variables in logistic regression Age 18-30, 31-40, 41-50 and ≥51 Educational attainment < high school, high school, > high school Annual household income < 200% FPL or ≥ 200% FPL Health insurance any coverage or no insurance Self-reported health status excellent, very good or good vs. fair or poor Ability to speak English (only among ethnic sub-groups) very well, well, not well and not all
  • 13. Results: all women Demographics (N=25,228) Age distribution 18-30 30% 31-40 25% 41-50 20% ≥51 25% Race/ethnicity: White 50% Hispanic 30% Asian 11% African American 5% Other 4%
  • 14. Results: all women Pap smear use adjusted prevalence rates ratios Recent Pap Pap ever White 1.0 1.0 Hispanic 1.03* .99 Asian .81* .82* African American 1.03* 1.01 Other .96 .98 * ≤ 0.05
  • 15. Results: Hispanic subgroup analysis Pap smear use adjusted prevalence rate ratios Recent Pap Pap ever Mexican 1.0 1.0 Central American 1.06* 1.04 South American 1.07 1.07 Other Hispanic 1.01 .99 * ≤ 0.05
  • 16. Results: Asian subgroup analysis (N=2,625) Pap smear use adjusted prevalence rate ratios Recent Pap Pap Ever Filipino 1.0 1.0 Korean 0.95 0.91 Japanese 0.95 0.84 Chinese 0.95 0.79* Vietnamese 0.93* 0.78* South Asian 0.93* 0.73* * ≤ 0.05
  • 17. Summary In California, Hispanic and African American women are significantly more likely to report having a recent Pap smear as compared to White women and they are as likely to report a Pap smear ever Asians, however, were significantly less likely to report having a Pap smear recently or ever despite a favorable sociodemographic profile
  • 18. Summary Pap smear use rate varied by ethnic subgroup Mexican women were less likely to report recent or ever Pap smear as compared to Central and South Americans
  • 19. Summary Among Asians: • Filipino and Korean women are the most likely to report recent or ever Pap smear • South Asians, Chinese and Vietnamese were least likely to report any of these outcomes
  • 20. Having a usual source of care and income contributes the most to Pap smear use among all women and Asians in California Health insurance and income are the most important contributors to use of Pap smears among Hispanics Summary, other findings
  • 21. Limitations Self-report of receipt and timing of Pap smear Low response rate for 2001 CHIS (63.7%) Non-response bias Generalizability
  • 22.
  • 23. Specific aim To evaluate the relationship between U.S. citizenship status and receipt of Pap smears and mammograms among immigrant women in California.
  • 24. Rationale Non-U.S. citizen immigrants may be disproportionately affected by access and cultural barriers California has a higher percentage of non-U.S. citizens than any other state
  • 25. Outcomes Cervical cancer screening among immigrant women age 18 or older without a hysterectomy: • Pap smear in the past three years • Pap smear ever Breast cancer screening among immigrant women age 40 or older: 3. Mammogram in the past two years 4. Mammogram ever
  • 26. Statistical analysis Multivariable logistic regression model for each outcome Adjusting for: Age Race/ethnicity Educational attainment Annual household income Having health insurance Years in the U.S. Health status English language proficiency
  • 27. Results 6,320 women were included in our analysis of cervical cancer screening; 47% were U.S. citizens 3,828 in the analysis of breast cancer screening; 65% were U.S. citizens
  • 30. Conclusions Not being a U.S. citizen is a barrier to receiving cervical and breast cancer screening Additional research is needed to explore causal factors for differences in cancer screening rates between citizens and non-U.S. citizens Immigrants, especially those who are not U.S. citizens, should be targeted for improved health care access and appropriate cancer screening.
  • 31. Using CHIS data to explore cancer screening racial/ethnic disparities: overall impressions Positive aspects Data easily available Well designed, standardized questionnaires Excellent “customer service” High proportion of minority populations
  • 32. Using CHIS data to explore cancer screening racial/ethnic disparities: overall impressions Minor comments Low response rate in 2001 CHIS Limitations of a phone survey

Hinweis der Redaktion

  1. California is the state that contributes with the greatest number of cervical cancer cases in the country. This is due to its big population and a cervical cancer age-adjusted incidence rate that is greater than the national mean.
  2. In California, one of every two residents belongs to a minority group; for instance, one in three State residents is Hispanic and one in nine is Asian. Yet, despite this great ethnic diversity there is limited research on the use of Pap smears by ethnic groups in the state.
  3. Aim 1. To assess the impact of race/ethnicity on Pap smear use among women in California Aim 2. To examine the effect of ethnic sub-groups on cervical cancer screening among Hispanic and Asian women in California
  4. Inclusion criteria: Age ≥18 No hysterectomy Outcomes Recent Pap smear (in past 3 years) Ever having a Pap smear
  5. The statistical analyses included six logistic regression models to adjust for potential confounders READ
  6. Hispanic sub-groups Mexican Central American South American Other Caribbean Hispanics (Cubans, Puerto Ricans and Dominicans) constitute very small percentages of Hispanics in Califonria
  7. Asian Sub-groups Japanese Filipino Korean Chinese Vietnamese South Asians (Bangladeshi, Indian, Pakistani, Sri Lankan, and more than one of these nationalities)
  8. We adjusted for age, education level, income, having health insurance, self-reported health status and ablility to speak English
  9. These are the results for the analysis that included all women; most were young, about half were White, Hispanics constituted 30%, Asians 11% and African Americans only 5%. This race/ethnicity distribution is identical to the one reported in the 2000 Census for the state of California
  10. This is the logistic regression results, it is presented in prevalence rate ratios. After adjusting for sociodemographic and access factors, Hispanics and African Americans were significantly more likely to report a Pap smear in the past three years as compared to white women. Asians were significantly less likely to report one as compared to White, Hispanic and African American women With regards to ever having a Pap smear, there was no difference among Whites, Hispanics and African Americans, however, Asians were significantly less likely to report a Pap smear ever as compared to these three groups.
  11. In the adjusted analysis, Central and South American women were more likely to report having a recent Pap smear as compared to Mexican women, however, the difference was statistically significant between Mexican and Central American. Because of the small number of South Americans, did not result in a significant difference. Although Mexican women were less likely to report a Pap smear ever, the difference was not statistically significant
  12. These are the adjusted results for Asian women. For recent Pap smear, only South Asian women were significantly less likely to report a recent Pap smear as compared to Filipino and Koreans. For Pap smear ever, Chinese, Vietnamese and South Asians were signficantly less likely to report one as compared to Filipino and Korean women