SlideShare una empresa de Scribd logo
1 de 34
Critical Access Hospital
CLAS perspectives from the C-Suite
SHEILA KELTY, DHA, FACHE
Brought to you by:

WWW.NCIHC.ORG
Background
 The United States Supreme Court has interpreted Title

VI of the Civil Rights Act of 1964 to mean that all
healthcare providers who accept Medicare and Medicaid
must provide culturally and linguistically appropriate
services (CLAS) for their patients.

 The United States Department of Health and Human

Services’ Office of Minority Health issued a set of
national standards for CLAS to “ensure that all people
entering the health care system receive equitable and
effective treatment in a culturally and linguistically
appropriate manner

Sources: Youdelman, 2008 ; United States Department of Health and Human Services Office of Minority Health, 2001.
Necessity for CLAS
 Increase in diverse populations in rural areas
 No reimbursement for CLAS expenses
 Immigrants have higher rates of infectious diseases than

established US populations
 Physicians order more diagnostic testing when there is a
language barrier
 Lower patient satisfaction scores and decreased patient
compliance when there is a language barrier without
language services
 Use of a professional trained interpreter results in less
diagnostic testing, lower cost & shorter length of stay.

Sources: Johnson, 2012; Armanda & Hubbard, 2010; Whitman & Davis, 2008; Hampers, Cha, Gutglass, Binns, & Krug, 2009
Language Services
 Types of language services
 Trained vs. Untrained
 On-site vs. Off-site
 Language concordant
 Availability vs. Use
 Clinical staff not encouraged to use language services
 Depend on their own limited foreign language skills
 Time and inconvenience

Sources: Hudleson & Vilpert, 2009; Diamond, Schenker, Curry, Bradley, & Fernandez, 2009.
Culture

 Required collection:
 Race
 Ethnicity
 Primary Language
 Cultural health disparities affect outcomes
 Need for education, awareness and understanding of

cultures in the patient population and community
Sources: Graves, Like, Kelly, & Hohensee, 2007
Research Questions

1) Do CAHs that collect cultural and
linguistic information from patients upon
admission have more mechanisms in
place to meet these cultural and linguistic
needs than CAHs that do not collect
cultural and linguistic information from
patients upon admission?
Research Questions

2) Do CAHs that collect cultural and
linguistic information from patients upon
admission have more mechanisms in
place to ensure this information follows
the patient throughout the continuum of
care than CAHs that do not collect
cultural and linguistic information from
patients upon admission?
Research Questions

3) Do CAHs that have larger non-white
and non-English speaking populations
have a greater number of CLAS specific
employees and provide more training
than CAHs that have smaller non-white
and non-English speaking populations?
Research Questions

4) Do CAHs that have larger non-English
speaking populations have a greater
variety of language services available
and use them more often than CAHs
that have smaller non-white and nonEnglish speaking populations?
Research Questions

5) Do CAHs that have written policies
and procedures for CLAS allocate
money to CLAS related services more
often than CAHs that do not have
written policies and procedures for
CLAS?
Methods
 Population: 1,329 Critical Access

Hospitals located in the United States
 As

designated by Centers for Medicare and
Medicaid Services
 Connecticut, Delaware, Maryland, New
Jersey, and Rhode Island do not have
CAHs.
Methods
 Web-based Electronic Survey

(Qualtrics)
 Invitation

through National Rural Health
Association e-newsletter (December 2012
& January 2013)
 Emails to CEOs, CNOs, or other executives
at 1,116 CAHs
 Reminder emails sent 10 days after
original email
Methods
 Each CAH was asked questions about CLAS in their

facility that corresponded to the following categories:











Collection of cultural and linguistic information from patients
Mechanisms in place to meet cultural and linguistic needs
Mechanisms in place to ensure cultural and linguistic information
follows patient throughout continuum of care
Percentage of race/ethnicity and primary languages of patient base
Established multicultural services departments and human
resources/employee training in CLAS
Variety of language services available and frequency of use
Written plans and policies for CLAS
Funding for CLAS
Results
 270 CAHs opened the survey
 183 CAHs responded to the first question
 137 CAHs completed the survey (10.31% of U.S.

CAH population; 14.15% of contacted CAHs)
 All of the survey questions were answered by 78 of

the CAHs (8.06% participation rate, 5.87% of all
CAHs)
Results
 Less than 10% of the patients served by the CAHs

responding to the survey have a primary language
other than English
 Less than 20% of the patients served by the CAHs

responding to the survey are not white
Results
 85.5% of the CAHs participating in the survey have a

written patient care policy addressing provision of
language services

 51.3% of the CAHs participating in the survey have a

written patient care policy addressing provision of
culturally appropriate services

 68.0% of the CAHs participating in the survey are

certified by their State Department of Health, 22.7%
are certified by The Joint Commission
Results
CAHs that always use interpreter,
by interpreter type and patient population
18.00%
16.00%
14.00%
12.00%
10.00%
8.00%
6.00%
4.00%
2.00%
0.00%

CAHS with higher
percentage of
patients who don't
speak English (>
8.00% , median
n=62)
CAHS with lower
percentage of
patients who don't
speak English (>
8.00% , median
n=76)
Trained
External
Interpreter

Trained Internal
Interpreter

Untrained
External
Interpreter

Untrained
Internal
Interpreter
Results

80.00%
70.00%
60.00%
50.00%

40.00%
30.00%
20.00%
10.00%

CAHs that never use interpreter,
by interpreter type and patient population
CAHS with higher
percentage of
patients who don't
speak English (>
8.00% , median
n=62)
CAHS with lower
percentage of
patients who don't
speak English (>
8.00% , median
n=76)

0.00%
Trained External Interpreter Interpreter
Trained Internal
Untrained External Interpreter Interpreter
Untrained Internal
Results
1) Do CAHs that collect cultural and linguistic

information from patients upon admission have
more mechanisms in place to meet these cultural
and linguistic needs than CAHs that do not
collect cultural and linguistic information from
patients upon admission?
 There is a significant positive relationship
between collecting cultural and linguistic
information from patients and the availability of
mechanisms to address the cultural and linguistic
needs of the patients.
Results
2) Do CAHs that collect cultural and linguistic
information from patients upon admission have more
mechanisms in place to ensure this information
follows the patient throughout the continuum of care
than CAHs that do not collect cultural and linguistic
information from patients upon admission?
 There is a significant positive relationship between
collection of cultural and linguistic information from
patients and having mechanisms in place to ensure this
information follows the patient throughout the
continuum of care.
Results
3a) Do CAHs that have larger non-white populations
have a greater number of employees with CLAS
specific duties than CAHs that have smaller non-white
and non-English speaking populations?
 There is a significant positive relationship having a larger non-white

populations and having a greater number of employees with CLAS
specific duties than CAHs that have less diverse populations.
 There is a significant positive relationship having a larger non-English

speaking populations and having a greater number of employees with
CLAS specific duties than CAHs that have less diverse populations.
Results
3b) Do CAHs that have larger non-white populations
provide more CLAS specific training than CAHs that
have smaller non-white and non-English speaking
populations?
 There is not a significant relationship having a larger nonwhite populations providing more CLAS specific training
than CAHs that have less diverse populations.
 There is not a significant relationship having a larger nonEnglish speaking populations and providing more CLAS
specific training CAHs that have less diverse populations.
Results
4) Do CAHs that have larger non-English speaking
populations have a greater variety of language
services available and use them more often than
CAHs that have smaller non-English speaking
populations?
 There is a significant positive relationship between

having a larger non-English speaking populations
and having a greater variety of and more frequent
use of language services.
Scatter Plot of Correlation between
Language Services & Non-English Speaking Population
Results
Descriptive statistics (M & SD) and inter-correlations
Median

1

2

3

4

5

6

7

8

9

1

.330**

.408**

.090

-.021

.202*

.104

.410**

.108

131

124

129

130

129

116

87

129

131

1

.351**

.250**

.290**

.331**

.185*

141

139

128

127

118

87

.543**130

141

1

.093

.060

.191*

.132

.513**

.281**

150

135

134

125

87

137

150

1

.751**

.217**

.045

.131

.306**

138

137

121

87

134

137

1

.173*

-.012

.242**

.371**

137

120

87

133

136

1

.074

.266**

.247**

128

78

124

128

1

.398**

.137

89

88

89

1

.387**

139

139

1. Collect
cultural &
linguistic info

7.00

2. Meet cultural
& language
needs

1700

.860**

3. Follow
continuum of
care

2.00

4. Serve nonwhite population
5. Serve nonEnglish
population

10.00
4.00

6. Employ CLAS
FTEs

0.05

7. Provide CLAS
training

8.00

8. Maintain
written policies

for CLAS

6.00

9. Offer language
services

1
8.00

Notes: * p >0.05; ** p > 0.01

179
Limitations
 Sample size
 Response rate
 CAHs may not be representative of other larger or

non-rural hospitals
Conclusion & Discussion
 There is a positive correlation between CAHs that

gather information regarding race, ethnicity, and
language from the patient CAHs that have more
mechanisms in place to meet the CLAS needs of
patients.
 There is a positive correlation between CAHs that
gather information regarding race, ethnicity, and
language from the patient and CAHs who pass this
information on throughout the continuum of care
within their facility. This could be due to the use of
electronic health records.
Conclusion & Discussion
 There is a positive correlation between CAHs with

larger non-white or non-English speaking patient
populations and CAHs who provide more language
services for their patients.
 There is no significant correlation between CAHs
with larger non-white or non-English speaking
patient populations and CAHs who provide more
CLAS training for their employees. This could be
because many hospitals do not use their own staff to
provide language services.
Conclusion & Discussion
 CAH executives should review how they use the race,

ethnicity, and language information they are collecting from
their patients to determine how they could use this
information to better meet the CLAS needs of these patients

 CAH executives should review the mechanisms in place for

meeting CLAS standards and determine how to implement
more mechanisms to better meet the CLAS needs of their
patients.

 CAH executives should review the need to offer more CLAS

education provided to their employees and determine how to
measure CLAS competency of their staff.
References













Armanda, A.A., & Hubbard, M.F. (2010) Diversity in healthcare: Time to get REAL! Frontiers of
Health Service Management, 26(3), 3-17.
Diamond, L.C., Schenker, U., Curry, L., Bradley, E. H., & Fernandez, A. (2009) Getting by:
Underuse of interpreters by resident physicians. Journal of General Internal Medicine, 24(2), 256262.
Graves, D. L., Like, R. C., Kelly, N., & Hohensee, A. (2007) Legislation as intervention: A survey of
cultural competence policy in healthcare. Journal of Health Care Law & Policy, 10, 339-361.
Hampers, L.C., Cha, S., Gutglass, D.J., Binns, H.J., & Krug, S.E (1999) Language barriers and
resource utilization in a pediatric emergency department. Pediatrics, 103(6), 1253-1256.
Hudelson, P., & Vilpert, S. (2009). Overcoming language barriers with foreign-language speaking
patients: a survey to investigate intra-hospital variation in attitudes and practices. BMC Health
Services Research, 9(187).
Johnson, K. M. (2012). Rural demographic change in the new century: slower growth, increased
diversity. The Carsey Institute at the Scholar's Repository, (159).
United States Department of Health and Human Services Office of Minority Health (2001).
National standards for culturally and linguistically appropriate services in health care: Final
report. Retrieved June 13, 2010 from
http://minorityhealth.hhs.gov/assets/pdf/checked/finalreport.pdf
Whitman M.V., & Davis, J.A (2008). Cultural and linguistic competence in healthcare: The case of
Alabama general hospitals. Journal of Healthcare Management, 53(1), 26-40.
Youdelman, M.K. (2008). The medical tongue: U.S. laws and policies on language access. Health
Affairs, 27(2), 424-443.
Questions
Spurningar

질문

Вопросы

Kysymyksiä

Fragen
有問題嗎
Vprašanja

Câu hỏi
Contact Info
Sheila Kelty, DHA, FACHE
LinkedIn:
http://www.linkedin.com/pub/sheila-kelty/19/4a8/47

Email: sheilakelty@gmail.com
WWW.NCIHC.ORG

Más contenido relacionado

Más de National Council on Interpreting in Health Care (NCIHC)

Más de National Council on Interpreting in Health Care (NCIHC) (20)

NCIHC.HFT.45.Missing.the.plot.02-17-2021_vslideshare
NCIHC.HFT.45.Missing.the.plot.02-17-2021_vslideshareNCIHC.HFT.45.Missing.the.plot.02-17-2021_vslideshare
NCIHC.HFT.45.Missing.the.plot.02-17-2021_vslideshare
 
NCIHC Panel Webinar Managing Interpreter Services in Pandemic part 2 01 27-20...
NCIHC Panel Webinar Managing Interpreter Services in Pandemic part 2 01 27-20...NCIHC Panel Webinar Managing Interpreter Services in Pandemic part 2 01 27-20...
NCIHC Panel Webinar Managing Interpreter Services in Pandemic part 2 01 27-20...
 
Managing Interpreter Services in Public Health During the Pandemic: Part 1
Managing Interpreter Services in Public Health During the Pandemic: Part 1Managing Interpreter Services in Public Health During the Pandemic: Part 1
Managing Interpreter Services in Public Health During the Pandemic: Part 1
 
De-mystifying Rape and Sexual Assault Encounters for Medical Interpreters
De-mystifying Rape and Sexual Assault Encounters for Medical InterpretersDe-mystifying Rape and Sexual Assault Encounters for Medical Interpreters
De-mystifying Rape and Sexual Assault Encounters for Medical Interpreters
 
Doing Empathy in Multilingual Healthcare Communication Through Interpreters: ...
Doing Empathy in Multilingual Healthcare Communication Through Interpreters: ...Doing Empathy in Multilingual Healthcare Communication Through Interpreters: ...
Doing Empathy in Multilingual Healthcare Communication Through Interpreters: ...
 
Adapt, Amend, Adjust: A Panel Discussion on How Interpreter Trainers Adapted ...
Adapt, Amend, Adjust: A Panel Discussion on How Interpreter Trainers Adapted ...Adapt, Amend, Adjust: A Panel Discussion on How Interpreter Trainers Adapted ...
Adapt, Amend, Adjust: A Panel Discussion on How Interpreter Trainers Adapted ...
 
What Just Happened? The State of Language Access under Section 1557
What Just Happened? The State of Language Access under Section 1557What Just Happened? The State of Language Access under Section 1557
What Just Happened? The State of Language Access under Section 1557
 
Interpreting IEP Meetings: A Close Look for Interpreter Trainers at this Inte...
Interpreting IEP Meetings: A Close Look for Interpreter Trainers at this Inte...Interpreting IEP Meetings: A Close Look for Interpreter Trainers at this Inte...
Interpreting IEP Meetings: A Close Look for Interpreter Trainers at this Inte...
 
How Not To Hurt Part 2: Teaching Trainers About Vicarious Trauma and Advanced...
How Not To Hurt Part 2: Teaching Trainers About Vicarious Trauma and Advanced...How Not To Hurt Part 2: Teaching Trainers About Vicarious Trauma and Advanced...
How Not To Hurt Part 2: Teaching Trainers About Vicarious Trauma and Advanced...
 
Temporary Transition to Remote Interpreting During Health Emergencies: Guidan...
Temporary Transition to Remote Interpreting During Health Emergencies: Guidan...Temporary Transition to Remote Interpreting During Health Emergencies: Guidan...
Temporary Transition to Remote Interpreting During Health Emergencies: Guidan...
 
Interpreting for Fragile Patients in Mental Health Encounters: Training Tips ...
Interpreting for Fragile Patients in Mental Health Encounters: Training Tips ...Interpreting for Fragile Patients in Mental Health Encounters: Training Tips ...
Interpreting for Fragile Patients in Mental Health Encounters: Training Tips ...
 
Working with Detained Immigrants in Removal Proceedings: Training Tips for He...
Working with Detained Immigrants in Removal Proceedings: Training Tips for He...Working with Detained Immigrants in Removal Proceedings: Training Tips for He...
Working with Detained Immigrants in Removal Proceedings: Training Tips for He...
 
"Just Read This to The Patient" An Introduction to Teaching Sight Translation...
"Just Read This to The Patient" An Introduction to Teaching Sight Translation..."Just Read This to The Patient" An Introduction to Teaching Sight Translation...
"Just Read This to The Patient" An Introduction to Teaching Sight Translation...
 
Not Only English! Building the Foundation for Language-specific and Bilingual...
Not Only English! Building the Foundation for Language-specific and Bilingual...Not Only English! Building the Foundation for Language-specific and Bilingual...
Not Only English! Building the Foundation for Language-specific and Bilingual...
 
I'm Exhausted! Teaching Interpreter Trainers About Research on Complicated En...
I'm Exhausted! Teaching Interpreter Trainers About Research on Complicated En...I'm Exhausted! Teaching Interpreter Trainers About Research on Complicated En...
I'm Exhausted! Teaching Interpreter Trainers About Research on Complicated En...
 
How Not To Hurt: Teaching Trainers About Vicarious Trauma and Interpreter Sel...
How Not To Hurt: Teaching Trainers About Vicarious Trauma and Interpreter Sel...How Not To Hurt: Teaching Trainers About Vicarious Trauma and Interpreter Sel...
How Not To Hurt: Teaching Trainers About Vicarious Trauma and Interpreter Sel...
 
A Lot to Think About: Investigating Dialogue Interpreting Performance
A Lot to Think About: Investigating Dialogue Interpreting PerformanceA Lot to Think About: Investigating Dialogue Interpreting Performance
A Lot to Think About: Investigating Dialogue Interpreting Performance
 
Putting Consecutive in Order: Reassessing Priorities and Skills in the Teachi...
Putting Consecutive in Order: Reassessing Priorities and Skills in the Teachi...Putting Consecutive in Order: Reassessing Priorities and Skills in the Teachi...
Putting Consecutive in Order: Reassessing Priorities and Skills in the Teachi...
 
All of the Above: Preparing Interpreters for Computer-Based Exams with Liz Es...
All of the Above: Preparing Interpreters for Computer-Based Exams with Liz Es...All of the Above: Preparing Interpreters for Computer-Based Exams with Liz Es...
All of the Above: Preparing Interpreters for Computer-Based Exams with Liz Es...
 
Professionalism and Beyond: Training Interpreters to Succeed in Business
Professionalism and Beyond: Training Interpreters to Succeed in BusinessProfessionalism and Beyond: Training Interpreters to Succeed in Business
Professionalism and Beyond: Training Interpreters to Succeed in Business
 

Último

👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...rajnisinghkjn
 
Nagpur Call Girl Service 📞9xx000xx09📞Just Call Divya📲 Call Girl In Nagpur No💰...
Nagpur Call Girl Service 📞9xx000xx09📞Just Call Divya📲 Call Girl In Nagpur No💰...Nagpur Call Girl Service 📞9xx000xx09📞Just Call Divya📲 Call Girl In Nagpur No💰...
Nagpur Call Girl Service 📞9xx000xx09📞Just Call Divya📲 Call Girl In Nagpur No💰...Sheetaleventcompany
 
Dehradun Call Girl Service ❤️🍑 8854095900 👄🫦Independent Escort Service Dehradun
Dehradun Call Girl Service ❤️🍑 8854095900 👄🫦Independent Escort Service DehradunDehradun Call Girl Service ❤️🍑 8854095900 👄🫦Independent Escort Service Dehradun
Dehradun Call Girl Service ❤️🍑 8854095900 👄🫦Independent Escort Service DehradunSheetaleventcompany
 
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...Sheetaleventcompany
 
❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...
❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...
❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...Sheetaleventcompany
 
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...Cara Menggugurkan Kandungan 087776558899
 
Kolkata Call Girls Shobhabazar 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Gir...
Kolkata Call Girls Shobhabazar  💯Call Us 🔝 8005736733 🔝 💃  Top Class Call Gir...Kolkata Call Girls Shobhabazar  💯Call Us 🔝 8005736733 🔝 💃  Top Class Call Gir...
Kolkata Call Girls Shobhabazar 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Gir...Namrata Singh
 
Call 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room Delivery
Call 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room DeliveryCall 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room Delivery
Call 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room DeliveryJyoti singh
 
VIP Hyderabad Call Girls KPHB 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls KPHB 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls KPHB 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls KPHB 7877925207 ₹5000 To 25K With AC Room 💚😋mahima pandey
 
Cardiac Output, Venous Return, and Their Regulation
Cardiac Output, Venous Return, and Their RegulationCardiac Output, Venous Return, and Their Regulation
Cardiac Output, Venous Return, and Their RegulationMedicoseAcademics
 
💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...
💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...
💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...gragneelam30
 
ANATOMY AND PHYSIOLOGY OF RESPIRATORY SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF RESPIRATORY SYSTEM.pptxANATOMY AND PHYSIOLOGY OF RESPIRATORY SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF RESPIRATORY SYSTEM.pptxSwetaba Besh
 
Race Course Road } Book Call Girls in Bangalore | Whatsapp No 6378878445 VIP ...
Race Course Road } Book Call Girls in Bangalore | Whatsapp No 6378878445 VIP ...Race Course Road } Book Call Girls in Bangalore | Whatsapp No 6378878445 VIP ...
Race Course Road } Book Call Girls in Bangalore | Whatsapp No 6378878445 VIP ...dishamehta3332
 
Circulatory Shock, types and stages, compensatory mechanisms
Circulatory Shock, types and stages, compensatory mechanismsCirculatory Shock, types and stages, compensatory mechanisms
Circulatory Shock, types and stages, compensatory mechanismsMedicoseAcademics
 
Electrocardiogram (ECG) physiological basis .pdf
Electrocardiogram (ECG) physiological basis .pdfElectrocardiogram (ECG) physiological basis .pdf
Electrocardiogram (ECG) physiological basis .pdfMedicoseAcademics
 
❤️Chandigarh Escorts Service☎️9814379184☎️ Call Girl service in Chandigarh☎️ ...
❤️Chandigarh Escorts Service☎️9814379184☎️ Call Girl service in Chandigarh☎️ ...❤️Chandigarh Escorts Service☎️9814379184☎️ Call Girl service in Chandigarh☎️ ...
❤️Chandigarh Escorts Service☎️9814379184☎️ Call Girl service in Chandigarh☎️ ...Sheetaleventcompany
 
👉Chandigarh Call Girl Service📲Niamh 8868886958 📲Book 24hours Now📲👉Sexy Call G...
👉Chandigarh Call Girl Service📲Niamh 8868886958 📲Book 24hours Now📲👉Sexy Call G...👉Chandigarh Call Girl Service📲Niamh 8868886958 📲Book 24hours Now📲👉Sexy Call G...
👉Chandigarh Call Girl Service📲Niamh 8868886958 📲Book 24hours Now📲👉Sexy Call G...Sheetaleventcompany
 
ANATOMY AND PHYSIOLOGY OF REPRODUCTIVE SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF REPRODUCTIVE SYSTEM.pptxANATOMY AND PHYSIOLOGY OF REPRODUCTIVE SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF REPRODUCTIVE SYSTEM.pptxSwetaba Besh
 
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...Sheetaleventcompany
 
Premium Call Girls Dehradun {8854095900} ❤️VVIP ANJU Call Girls in Dehradun U...
Premium Call Girls Dehradun {8854095900} ❤️VVIP ANJU Call Girls in Dehradun U...Premium Call Girls Dehradun {8854095900} ❤️VVIP ANJU Call Girls in Dehradun U...
Premium Call Girls Dehradun {8854095900} ❤️VVIP ANJU Call Girls in Dehradun U...Sheetaleventcompany
 

Último (20)

👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
👉 Chennai Sexy Aunty’s WhatsApp Number 👉📞 7427069034 👉📞 Just📲 Call Ruhi Colle...
 
Nagpur Call Girl Service 📞9xx000xx09📞Just Call Divya📲 Call Girl In Nagpur No💰...
Nagpur Call Girl Service 📞9xx000xx09📞Just Call Divya📲 Call Girl In Nagpur No💰...Nagpur Call Girl Service 📞9xx000xx09📞Just Call Divya📲 Call Girl In Nagpur No💰...
Nagpur Call Girl Service 📞9xx000xx09📞Just Call Divya📲 Call Girl In Nagpur No💰...
 
Dehradun Call Girl Service ❤️🍑 8854095900 👄🫦Independent Escort Service Dehradun
Dehradun Call Girl Service ❤️🍑 8854095900 👄🫦Independent Escort Service DehradunDehradun Call Girl Service ❤️🍑 8854095900 👄🫦Independent Escort Service Dehradun
Dehradun Call Girl Service ❤️🍑 8854095900 👄🫦Independent Escort Service Dehradun
 
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
💚Call Girls In Amritsar 💯Anvi 📲🔝8725944379🔝Amritsar Call Girl No💰Advance Cash...
 
❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...
❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...
❤️Call Girl Service In Chandigarh☎️9814379184☎️ Call Girl in Chandigarh☎️ Cha...
 
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
Cara Menggugurkan Kandungan Dengan Cepat Selesai Dalam 24 Jam Secara Alami Bu...
 
Kolkata Call Girls Shobhabazar 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Gir...
Kolkata Call Girls Shobhabazar  💯Call Us 🔝 8005736733 🔝 💃  Top Class Call Gir...Kolkata Call Girls Shobhabazar  💯Call Us 🔝 8005736733 🔝 💃  Top Class Call Gir...
Kolkata Call Girls Shobhabazar 💯Call Us 🔝 8005736733 🔝 💃 Top Class Call Gir...
 
Call 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room Delivery
Call 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room DeliveryCall 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room Delivery
Call 8250092165 Patna Call Girls ₹4.5k Cash Payment With Room Delivery
 
VIP Hyderabad Call Girls KPHB 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls KPHB 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls KPHB 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls KPHB 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Cardiac Output, Venous Return, and Their Regulation
Cardiac Output, Venous Return, and Their RegulationCardiac Output, Venous Return, and Their Regulation
Cardiac Output, Venous Return, and Their Regulation
 
💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...
💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...
💰Call Girl In Bangalore☎️63788-78445💰 Call Girl service in Bangalore☎️Bangalo...
 
ANATOMY AND PHYSIOLOGY OF RESPIRATORY SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF RESPIRATORY SYSTEM.pptxANATOMY AND PHYSIOLOGY OF RESPIRATORY SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF RESPIRATORY SYSTEM.pptx
 
Race Course Road } Book Call Girls in Bangalore | Whatsapp No 6378878445 VIP ...
Race Course Road } Book Call Girls in Bangalore | Whatsapp No 6378878445 VIP ...Race Course Road } Book Call Girls in Bangalore | Whatsapp No 6378878445 VIP ...
Race Course Road } Book Call Girls in Bangalore | Whatsapp No 6378878445 VIP ...
 
Circulatory Shock, types and stages, compensatory mechanisms
Circulatory Shock, types and stages, compensatory mechanismsCirculatory Shock, types and stages, compensatory mechanisms
Circulatory Shock, types and stages, compensatory mechanisms
 
Electrocardiogram (ECG) physiological basis .pdf
Electrocardiogram (ECG) physiological basis .pdfElectrocardiogram (ECG) physiological basis .pdf
Electrocardiogram (ECG) physiological basis .pdf
 
❤️Chandigarh Escorts Service☎️9814379184☎️ Call Girl service in Chandigarh☎️ ...
❤️Chandigarh Escorts Service☎️9814379184☎️ Call Girl service in Chandigarh☎️ ...❤️Chandigarh Escorts Service☎️9814379184☎️ Call Girl service in Chandigarh☎️ ...
❤️Chandigarh Escorts Service☎️9814379184☎️ Call Girl service in Chandigarh☎️ ...
 
👉Chandigarh Call Girl Service📲Niamh 8868886958 📲Book 24hours Now📲👉Sexy Call G...
👉Chandigarh Call Girl Service📲Niamh 8868886958 📲Book 24hours Now📲👉Sexy Call G...👉Chandigarh Call Girl Service📲Niamh 8868886958 📲Book 24hours Now📲👉Sexy Call G...
👉Chandigarh Call Girl Service📲Niamh 8868886958 📲Book 24hours Now📲👉Sexy Call G...
 
ANATOMY AND PHYSIOLOGY OF REPRODUCTIVE SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF REPRODUCTIVE SYSTEM.pptxANATOMY AND PHYSIOLOGY OF REPRODUCTIVE SYSTEM.pptx
ANATOMY AND PHYSIOLOGY OF REPRODUCTIVE SYSTEM.pptx
 
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
❤️Amritsar Escorts Service☎️9815674956☎️ Call Girl service in Amritsar☎️ Amri...
 
Premium Call Girls Dehradun {8854095900} ❤️VVIP ANJU Call Girls in Dehradun U...
Premium Call Girls Dehradun {8854095900} ❤️VVIP ANJU Call Girls in Dehradun U...Premium Call Girls Dehradun {8854095900} ❤️VVIP ANJU Call Girls in Dehradun U...
Premium Call Girls Dehradun {8854095900} ❤️VVIP ANJU Call Girls in Dehradun U...
 

Critical access hospital CLAS perspectives from the C-suite

  • 1. Critical Access Hospital CLAS perspectives from the C-Suite SHEILA KELTY, DHA, FACHE
  • 2. Brought to you by: WWW.NCIHC.ORG
  • 3. Background  The United States Supreme Court has interpreted Title VI of the Civil Rights Act of 1964 to mean that all healthcare providers who accept Medicare and Medicaid must provide culturally and linguistically appropriate services (CLAS) for their patients.  The United States Department of Health and Human Services’ Office of Minority Health issued a set of national standards for CLAS to “ensure that all people entering the health care system receive equitable and effective treatment in a culturally and linguistically appropriate manner Sources: Youdelman, 2008 ; United States Department of Health and Human Services Office of Minority Health, 2001.
  • 4. Necessity for CLAS  Increase in diverse populations in rural areas  No reimbursement for CLAS expenses  Immigrants have higher rates of infectious diseases than established US populations  Physicians order more diagnostic testing when there is a language barrier  Lower patient satisfaction scores and decreased patient compliance when there is a language barrier without language services  Use of a professional trained interpreter results in less diagnostic testing, lower cost & shorter length of stay. Sources: Johnson, 2012; Armanda & Hubbard, 2010; Whitman & Davis, 2008; Hampers, Cha, Gutglass, Binns, & Krug, 2009
  • 5. Language Services  Types of language services  Trained vs. Untrained  On-site vs. Off-site  Language concordant  Availability vs. Use  Clinical staff not encouraged to use language services  Depend on their own limited foreign language skills  Time and inconvenience Sources: Hudleson & Vilpert, 2009; Diamond, Schenker, Curry, Bradley, & Fernandez, 2009.
  • 6. Culture  Required collection:  Race  Ethnicity  Primary Language  Cultural health disparities affect outcomes  Need for education, awareness and understanding of cultures in the patient population and community Sources: Graves, Like, Kelly, & Hohensee, 2007
  • 7. Research Questions 1) Do CAHs that collect cultural and linguistic information from patients upon admission have more mechanisms in place to meet these cultural and linguistic needs than CAHs that do not collect cultural and linguistic information from patients upon admission?
  • 8. Research Questions 2) Do CAHs that collect cultural and linguistic information from patients upon admission have more mechanisms in place to ensure this information follows the patient throughout the continuum of care than CAHs that do not collect cultural and linguistic information from patients upon admission?
  • 9. Research Questions 3) Do CAHs that have larger non-white and non-English speaking populations have a greater number of CLAS specific employees and provide more training than CAHs that have smaller non-white and non-English speaking populations?
  • 10. Research Questions 4) Do CAHs that have larger non-English speaking populations have a greater variety of language services available and use them more often than CAHs that have smaller non-white and nonEnglish speaking populations?
  • 11. Research Questions 5) Do CAHs that have written policies and procedures for CLAS allocate money to CLAS related services more often than CAHs that do not have written policies and procedures for CLAS?
  • 12. Methods  Population: 1,329 Critical Access Hospitals located in the United States  As designated by Centers for Medicare and Medicaid Services  Connecticut, Delaware, Maryland, New Jersey, and Rhode Island do not have CAHs.
  • 13. Methods  Web-based Electronic Survey (Qualtrics)  Invitation through National Rural Health Association e-newsletter (December 2012 & January 2013)  Emails to CEOs, CNOs, or other executives at 1,116 CAHs  Reminder emails sent 10 days after original email
  • 14. Methods  Each CAH was asked questions about CLAS in their facility that corresponded to the following categories:         Collection of cultural and linguistic information from patients Mechanisms in place to meet cultural and linguistic needs Mechanisms in place to ensure cultural and linguistic information follows patient throughout continuum of care Percentage of race/ethnicity and primary languages of patient base Established multicultural services departments and human resources/employee training in CLAS Variety of language services available and frequency of use Written plans and policies for CLAS Funding for CLAS
  • 15. Results  270 CAHs opened the survey  183 CAHs responded to the first question  137 CAHs completed the survey (10.31% of U.S. CAH population; 14.15% of contacted CAHs)  All of the survey questions were answered by 78 of the CAHs (8.06% participation rate, 5.87% of all CAHs)
  • 16. Results  Less than 10% of the patients served by the CAHs responding to the survey have a primary language other than English  Less than 20% of the patients served by the CAHs responding to the survey are not white
  • 17. Results  85.5% of the CAHs participating in the survey have a written patient care policy addressing provision of language services  51.3% of the CAHs participating in the survey have a written patient care policy addressing provision of culturally appropriate services  68.0% of the CAHs participating in the survey are certified by their State Department of Health, 22.7% are certified by The Joint Commission
  • 18. Results CAHs that always use interpreter, by interpreter type and patient population 18.00% 16.00% 14.00% 12.00% 10.00% 8.00% 6.00% 4.00% 2.00% 0.00% CAHS with higher percentage of patients who don't speak English (> 8.00% , median n=62) CAHS with lower percentage of patients who don't speak English (> 8.00% , median n=76) Trained External Interpreter Trained Internal Interpreter Untrained External Interpreter Untrained Internal Interpreter
  • 19. Results 80.00% 70.00% 60.00% 50.00% 40.00% 30.00% 20.00% 10.00% CAHs that never use interpreter, by interpreter type and patient population CAHS with higher percentage of patients who don't speak English (> 8.00% , median n=62) CAHS with lower percentage of patients who don't speak English (> 8.00% , median n=76) 0.00% Trained External Interpreter Interpreter Trained Internal Untrained External Interpreter Interpreter Untrained Internal
  • 20. Results 1) Do CAHs that collect cultural and linguistic information from patients upon admission have more mechanisms in place to meet these cultural and linguistic needs than CAHs that do not collect cultural and linguistic information from patients upon admission?  There is a significant positive relationship between collecting cultural and linguistic information from patients and the availability of mechanisms to address the cultural and linguistic needs of the patients.
  • 21. Results 2) Do CAHs that collect cultural and linguistic information from patients upon admission have more mechanisms in place to ensure this information follows the patient throughout the continuum of care than CAHs that do not collect cultural and linguistic information from patients upon admission?  There is a significant positive relationship between collection of cultural and linguistic information from patients and having mechanisms in place to ensure this information follows the patient throughout the continuum of care.
  • 22. Results 3a) Do CAHs that have larger non-white populations have a greater number of employees with CLAS specific duties than CAHs that have smaller non-white and non-English speaking populations?  There is a significant positive relationship having a larger non-white populations and having a greater number of employees with CLAS specific duties than CAHs that have less diverse populations.  There is a significant positive relationship having a larger non-English speaking populations and having a greater number of employees with CLAS specific duties than CAHs that have less diverse populations.
  • 23. Results 3b) Do CAHs that have larger non-white populations provide more CLAS specific training than CAHs that have smaller non-white and non-English speaking populations?  There is not a significant relationship having a larger nonwhite populations providing more CLAS specific training than CAHs that have less diverse populations.  There is not a significant relationship having a larger nonEnglish speaking populations and providing more CLAS specific training CAHs that have less diverse populations.
  • 24. Results 4) Do CAHs that have larger non-English speaking populations have a greater variety of language services available and use them more often than CAHs that have smaller non-English speaking populations?  There is a significant positive relationship between having a larger non-English speaking populations and having a greater variety of and more frequent use of language services.
  • 25. Scatter Plot of Correlation between Language Services & Non-English Speaking Population
  • 26. Results Descriptive statistics (M & SD) and inter-correlations Median 1 2 3 4 5 6 7 8 9 1 .330** .408** .090 -.021 .202* .104 .410** .108 131 124 129 130 129 116 87 129 131 1 .351** .250** .290** .331** .185* 141 139 128 127 118 87 .543**130 141 1 .093 .060 .191* .132 .513** .281** 150 135 134 125 87 137 150 1 .751** .217** .045 .131 .306** 138 137 121 87 134 137 1 .173* -.012 .242** .371** 137 120 87 133 136 1 .074 .266** .247** 128 78 124 128 1 .398** .137 89 88 89 1 .387** 139 139 1. Collect cultural & linguistic info 7.00 2. Meet cultural & language needs 1700 .860** 3. Follow continuum of care 2.00 4. Serve nonwhite population 5. Serve nonEnglish population 10.00 4.00 6. Employ CLAS FTEs 0.05 7. Provide CLAS training 8.00 8. Maintain written policies for CLAS 6.00 9. Offer language services 1 8.00 Notes: * p >0.05; ** p > 0.01 179
  • 27. Limitations  Sample size  Response rate  CAHs may not be representative of other larger or non-rural hospitals
  • 28. Conclusion & Discussion  There is a positive correlation between CAHs that gather information regarding race, ethnicity, and language from the patient CAHs that have more mechanisms in place to meet the CLAS needs of patients.  There is a positive correlation between CAHs that gather information regarding race, ethnicity, and language from the patient and CAHs who pass this information on throughout the continuum of care within their facility. This could be due to the use of electronic health records.
  • 29. Conclusion & Discussion  There is a positive correlation between CAHs with larger non-white or non-English speaking patient populations and CAHs who provide more language services for their patients.  There is no significant correlation between CAHs with larger non-white or non-English speaking patient populations and CAHs who provide more CLAS training for their employees. This could be because many hospitals do not use their own staff to provide language services.
  • 30. Conclusion & Discussion  CAH executives should review how they use the race, ethnicity, and language information they are collecting from their patients to determine how they could use this information to better meet the CLAS needs of these patients  CAH executives should review the mechanisms in place for meeting CLAS standards and determine how to implement more mechanisms to better meet the CLAS needs of their patients.  CAH executives should review the need to offer more CLAS education provided to their employees and determine how to measure CLAS competency of their staff.
  • 31. References          Armanda, A.A., & Hubbard, M.F. (2010) Diversity in healthcare: Time to get REAL! Frontiers of Health Service Management, 26(3), 3-17. Diamond, L.C., Schenker, U., Curry, L., Bradley, E. H., & Fernandez, A. (2009) Getting by: Underuse of interpreters by resident physicians. Journal of General Internal Medicine, 24(2), 256262. Graves, D. L., Like, R. C., Kelly, N., & Hohensee, A. (2007) Legislation as intervention: A survey of cultural competence policy in healthcare. Journal of Health Care Law & Policy, 10, 339-361. Hampers, L.C., Cha, S., Gutglass, D.J., Binns, H.J., & Krug, S.E (1999) Language barriers and resource utilization in a pediatric emergency department. Pediatrics, 103(6), 1253-1256. Hudelson, P., & Vilpert, S. (2009). Overcoming language barriers with foreign-language speaking patients: a survey to investigate intra-hospital variation in attitudes and practices. BMC Health Services Research, 9(187). Johnson, K. M. (2012). Rural demographic change in the new century: slower growth, increased diversity. The Carsey Institute at the Scholar's Repository, (159). United States Department of Health and Human Services Office of Minority Health (2001). National standards for culturally and linguistically appropriate services in health care: Final report. Retrieved June 13, 2010 from http://minorityhealth.hhs.gov/assets/pdf/checked/finalreport.pdf Whitman M.V., & Davis, J.A (2008). Cultural and linguistic competence in healthcare: The case of Alabama general hospitals. Journal of Healthcare Management, 53(1), 26-40. Youdelman, M.K. (2008). The medical tongue: U.S. laws and policies on language access. Health Affairs, 27(2), 424-443.
  • 33. Contact Info Sheila Kelty, DHA, FACHE LinkedIn: http://www.linkedin.com/pub/sheila-kelty/19/4a8/47 Email: sheilakelty@gmail.com

Notas del editor

  1. The electronic survey link sent via National Rural Health Association’s e-newsletter in late December 2012 and again in mid-January 2013 did not yield any responses. Next, a list of all 1,329 critical access hospitals (CAHs) in the US was obtained from CMS. Their CEOs, CNOs or other executives’ names and email addresses were obtained from facility websites. Personal emails were sent to leaders of 1,116 CAHs (a letter template is shown in Appendix D). Some emails (13%) were returned as undeliverable. Between January 31, 2013 and March 13, 2013, an individual email was sent to 968 facilities with valid email addresses received one individual email with a follow-up reminder email approximately 10 days later, sent as a blind carbon copy (BCC) in batches of 10-50 addresses. There were 213 CAHs for which no email address was available and these facilities were not contacted. A follow up analysis indicated that contacted facilities and facilities that could not be contacted had an identical average number of beds (22.4 beds vs. 22.4 beds, respectively). Of the 968 facilities with deliverable emails, 270 (27.89%) opened the survey and 183 (18.90%) responded to the first question. Complete survey responses were obtained from 137 (14.15%) of the contacted CAHs and were analyzed to answer research questions.
  2. The electronic survey link sent via National Rural Health Association’s e-newsletter in late December 2012 and again in mid-January 2013 did not yield any responses. Next, a list of all 1,329 critical access hospitals (CAHs) in the US was obtained from CMS. Their CEOs, CNOs or other executives’ names and email addresses were obtained from facility websites. Personal emails were sent to leaders of 1,116 CAHs (a letter template is shown in Appendix D). Some emails (13%) were returned as undeliverable. Between January 31, 2013 and March 13, 2013, an individual email was sent to 968 facilities with valid email addresses received one individual email with a follow-up reminder email approximately 10 days later, sent as a blind carbon copy (BCC) in batches of 10-50 addresses. There were 213 CAHs for which no email address was available and these facilities were not contacted. A follow up analysis indicated that contacted facilities and facilities that could not be contacted had an identical average number of beds (22.4 beds vs. 22.4 beds, respectively). Of the 968 facilities with deliverable emails, 270 (27.89%) opened the survey and 183 (18.90%) responded to the first question. Complete survey responses were obtained from 137 (14.15%) of the contacted CAHs and were analyzed to answer research questions.
  3. Discuss data review – Prior to analysis the data was reviewed for normality. Histograms looked fairly normal, skewness and kirtosis calculations showed that data may not be normal. Transformation of data through square root transformation and Box-Cox transformation did not correct the data. Therefore, the original untransformed data was used for all data analysis.
  4. Correlations were performed in SPSS using Pearson’s R which is a very popular correlation coefficient that quantitatively represents the linear relationship between two variables. When it is close to 1 there is a strong positive relationship, when it is close to 0 there is a weak relationship, when it is close to -1 there is a strong negative relationship.