In this stage you will do statistical reasoning and mathematical modeling to show central tendency and two variable analyses, including regression with equation and R squared value. Create at least three visuals.Required: One visual must be a scatterplot with trend line, equation and R square value (the regression may require you to combine independent variables to compare to the dependent variable time) and one pie chart that includes the three independent and dependent variable combinations with percentages. Optional: Histograms, box and whisker plots, or frequency tables. Note: Depending on your topic and question you may want to use your data to calculate probabilities. Create a Word document that includes your three visuals and the following items:Title of your project and the question(s) you are addressing.Brief description of each visual.Show visuals, including at least one graph that is an xy scatterplot with trend line, equation, and R square value and one pie chart. Make sure the data satisfies the following criteria:The inputs and outputs are quantitative data that consist of an independent and dependent variable. Ideal data for this graph would consist of inputs that are years and outputs that consist of values associated with particular years.The data should have central relevance to your topic.  Make sure the data supports your overall conclusion.Make sure your visuals have:A title (consider the W’s – who, what, where, why and when).A legend (if applicable)For your xy scatterplot, make at least one prediction using the trend line equationfor some date into the future. Show your calculations to the group. How confident are you in this prediction? State your prediction and provide justification. If applicable, calculate the mean and standard deviation of the sample data. Show the calculations to the group. Show the distribution of the numbers in a histogram.  Describe the shape of the plot and the spread of the numbers.If applicable, calculate probabilities based on your data.  How do these probabilities support your argument?If applicable, create a box and whisker plot. Describe the central tendency of the values. What does this tell you about the data? About your project?I went with topic 1 question 1 on the attached excel file.I included the data file
mth216r2_student_signature_assignment_topic_questions__1_.xls

mth216r2_data_for_topic_1.xls

Unformatted Attachment Preview

Quantitative Reasoning II
College of Health Services Administration
Topic #1
Question #1
Topic #2
Question #2
College of Security and Crimial Justice
Topic #3
Question #3
Topic #4
Question #4
College of Humanities and Sciences
Topic #5
Question #5
Topic #6
Question #6
College of Social Sciences
Topic #7
Topic #7
Question #7
Topic #8
Question #8
Topic #9
Question #9
School of Business
Topic #10
Question #10
Topic #11
Question #11
College of Education
Topic #12
Question #12
Topic #13
Question #13
uantitative Reasoning II
The following is the list of topics and questions for students to choose from
for their Signature Assignment. The tabs along the bottom contain the data
that you will need to send to the students once they have chosen their topic.
When possible the data that has been provided to the students has been pulled from the national database.
lege of Health Services Administration
Facility Demographics
Expected Medicare Payers
Review data of the expected payers that use Medicare at a facility of your choice from 2009 to 2014. What
percentage of expected payers will use Medicare 5 years from now?
County demographics
Expected workers’ compensation payers
Review data of the expected payers that use workers’ compensation at the Butte from 2009 to 2014. What
percentage of expected payers will use workers’ compensation five years from now?
lege of Security and Crimial Justice
Criminals
Incarcerated Offenders
Review the data on persons supervised by U.S. adult correctional systems by correctional status. What
percentage of the United States population be supervised by U.S. adult correctional system 10 years from now?
Jails
Correction Officers
Review the data on correction officer injuries and fatalities from 1999-2008. What can you say about the typical
correction officer that has a job related injury?
lege of Humanities and Sciences
Jobs using an English Major
Career Path
How has your career path and type of higher education institution (i.e., public verses private and in-state vs out
of state) affect salary post-graduation over the past 4 years assuming you have no financial help?
Cultural Studies/Diversity
Education Research
How has race, ethnicity and economic status affect collegiate success from 2008 to 2010?
lege of Social Sciences
PEW Research
Technology
What are the impacts of technology and time spent using multiple devices on the number of romantic
relationships college students have?
Alcoholism
Expected Alcoholism
Does your marital status (married/single), education (degree/non-degree), and family history (Yes or no-history
of family drinking issues) influence and play a part in a person’s drinking habits?
Social Situations
Communication Preferences
Does your age (teen, non-teen), education (degree/non-degree), and gender (female/male) influence play a part
in a person’s communication preference?
hool of Business
Operations
Profitability
Compare and contrast the soda companies data for the last 5 years (including marketing costs, employee costs,
shipping costs, and sales) to predict the maximum amount of money can spend this year and still be profitable.
Customer Data
Loyalty Cards
Review data on daily purchases from loyalty cards at a grocery store. What does the information conclude about
the customer purchases made this your store?
lege of Education
Post Secondary Education
SAT Test
Review the data on the mean SAT scores of college bound seniors from 1987-2013. What can you say about the
typical student math skills attending college in the fall?
Elementary Education
Student Readiness
How does race, employment status, socioeconomic status, and parental education affect a child’s fine motor
skills heading into kindergarten from the time they are less than 2 until they are older than 3?
Quantitative Reasoning II
OSHPD
Facility
Number
Year
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
10735
10735
10735
10735
10735
10739
10739
10739
10739
10739
10739
10739
10739
10739
10776
10776
10776
10776
10776
10776
10782
10782
10805
10805
10805
10805
10805
10805
10805
10844
10844
10844
10844
10844
Facility Name
ALAMEDA HOSPITAL
ALAMEDA HOSPITAL
ALAMEDA HOSPITAL
ALAMEDA HOSPITAL
ALAMEDA HOSPITAL
ALTA BATES SUMMIT MED CTR-ALTA BATES CAMPUS
ALTA BATES SUMMIT MED CTR-ALTA BATES CAMPUS
ALTA BATES SUMMIT MED CTR-ALTA BATES CAMPUS
ALTA BATES SUMMIT MED CTR-ALTA BATES CAMPUS
ALTA BATES SUMMIT MED CTR-ALTA BATES CAMPUS
ALTA BATES SUMMIT MED CTR-ALTA BATES CAMPUS
ALTA BATES SUMMIT MED CTR-ALTA BATES CAMPUS
ALTA BATES SUMMIT MED CTR-ALTA BATES CAMPUS
ALTA BATES SUMMIT MED CTR-ALTA BATES CAMPUS
CHILDRENS HOSPITAL AND RESEARCH CTR AT OAKLAND
CHILDRENS HOSPITAL AND RESEARCH CTR AT OAKLAND
CHILDRENS HOSPITAL AND RESEARCH CTR AT OAKLAND
CHILDRENS HOSPITAL AND RESEARCH CTR AT OAKLAND
CHILDRENS HOSPITAL AND RESEARCH CTR AT OAKLAND
CHILDRENS HOSPITAL AND RESEARCH CTR AT OAKLAND
THUNDER ROAD CHEMICAL DEPENDENCY RECOVERY HOSPITAL
THUNDER ROAD CHEMICAL DEPENDENCY RECOVERY HOSPITAL
EDEN MEDICAL CENTER
EDEN MEDICAL CENTER
EDEN MEDICAL CENTER
EDEN MEDICAL CENTER
EDEN MEDICAL CENTER
EDEN MEDICAL CENTER
EDEN MEDICAL CENTER
ALTA BATES SUMMIT MED CTR-HERRICK CAMPUS
ALTA BATES SUMMIT MED CTR-HERRICK CAMPUS
ALTA BATES SUMMIT MED CTR-HERRICK CAMPUS
ALTA BATES SUMMIT MED CTR-HERRICK CAMPUS
ALTA BATES SUMMIT MED CTR-HERRICK CAMPUS
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
10844
10844
10846
10846
10846
10846
10846
10846
10846
10846
10846
10856
10856
10856
10856
10856
10856
10856
10858
10858
10858
10858
10858
10858
10887
10887
10887
10937
10937
10937
10937
10937
10937
10937
10937
10937
10967
10967
10967
10967
10967
10967
10967
10987
10987
10987
10987
ALTA BATES SUMMIT MED CTR-HERRICK CAMPUS
ALTA BATES SUMMIT MED CTR-HERRICK CAMPUS
ALAMEDA CO MED CTR – HIGHLAND CAMPUS
ALAMEDA CO MED CTR – HIGHLAND CAMPUS
ALAMEDA CO MED CTR – HIGHLAND CAMPUS
ALAMEDA CO MED CTR – HIGHLAND CAMPUS
ALAMEDA CO MED CTR – HIGHLAND CAMPUS
ALAMEDA CO MED CTR – HIGHLAND CAMPUS
ALAMEDA CO MED CTR – HIGHLAND CAMPUS
ALAMEDA CO MED CTR – HIGHLAND CAMPUS
ALAMEDA CO MED CTR – HIGHLAND CAMPUS
KAISER FND HOSP – OAKLAND CAMPUS
KAISER FND HOSP – OAKLAND CAMPUS
KAISER FND HOSP – OAKLAND CAMPUS
KAISER FND HOSP – OAKLAND CAMPUS
KAISER FND HOSP – OAKLAND CAMPUS
KAISER FND HOSP – OAKLAND CAMPUS
KAISER FND HOSP – OAKLAND CAMPUS
KAISER FND HOSP – HAYWARD/FREMONT
KAISER FND HOSP – HAYWARD/FREMONT
KAISER FND HOSP – HAYWARD/FREMONT
KAISER FND HOSP – HAYWARD/FREMONT
KAISER FND HOSP – HAYWARD/FREMONT
KAISER FND HOSP – HAYWARD/FREMONT
KINDRED HOSPITAL – SAN FRANCISCO BAY AREA
KINDRED HOSPITAL – SAN FRANCISCO BAY AREA
KINDRED HOSPITAL – SAN FRANCISCO BAY AREA
ALTA BATES SUMMIT MED CTR-SUMMIT CAMPUS-HAWTHORNE
ALTA BATES SUMMIT MED CTR-SUMMIT CAMPUS-HAWTHORNE
ALTA BATES SUMMIT MED CTR-SUMMIT CAMPUS-HAWTHORNE
ALTA BATES SUMMIT MED CTR-SUMMIT CAMPUS-HAWTHORNE
ALTA BATES SUMMIT MED CTR-SUMMIT CAMPUS-HAWTHORNE
ALTA BATES SUMMIT MED CTR-SUMMIT CAMPUS-HAWTHORNE
ALTA BATES SUMMIT MED CTR-SUMMIT CAMPUS-HAWTHORNE
ALTA BATES SUMMIT MED CTR-SUMMIT CAMPUS-HAWTHORNE
ALTA BATES SUMMIT MED CTR-SUMMIT CAMPUS-HAWTHORNE
ST. ROSE HOSPITAL
ST. ROSE HOSPITAL
ST. ROSE HOSPITAL
ST. ROSE HOSPITAL
ST. ROSE HOSPITAL
ST. ROSE HOSPITAL
ST. ROSE HOSPITAL
WASHINGTON HOSPITAL – FREMONT
WASHINGTON HOSPITAL – FREMONT
WASHINGTON HOSPITAL – FREMONT
WASHINGTON HOSPITAL – FREMONT
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
10987
10987
13619
13619
13619
13619
13619
13619
13619
13687
13687
13687
13687
13687
14034
14034
14034
14034
14034
14050
14050
14050
14050
14050
14050
14050
14207
14207
14207
14207
14207
14226
14226
14226
34002
34002
34002
34002
34002
34002
34002
40802
40802
40802
40802
40802
40802
WASHINGTON HOSPITAL – FREMONT
WASHINGTON HOSPITAL – FREMONT
SAN LEANDRO HOSPITAL
SAN LEANDRO HOSPITAL
SAN LEANDRO HOSPITAL
SAN LEANDRO HOSPITAL
SAN LEANDRO HOSPITAL
SAN LEANDRO HOSPITAL
SAN LEANDRO HOSPITAL
MPI CHEMICAL DEPENDENCY RECOVERY HOSPITAL
MPI CHEMICAL DEPENDENCY RECOVERY HOSPITAL
MPI CHEMICAL DEPENDENCY RECOVERY HOSPITAL
MPI CHEMICAL DEPENDENCY RECOVERY HOSPITAL
MPI CHEMICAL DEPENDENCY RECOVERY HOSPITAL
FREMONT HOSPITAL
FREMONT HOSPITAL
FREMONT HOSPITAL
FREMONT HOSPITAL
FREMONT HOSPITAL
VALLEYCARE MEDICAL CENTER
VALLEYCARE MEDICAL CENTER
VALLEYCARE MEDICAL CENTER
VALLEYCARE MEDICAL CENTER
VALLEYCARE MEDICAL CENTER
VALLEYCARE MEDICAL CENTER
VALLEYCARE MEDICAL CENTER
TELECARE HERITAGE PSYCHIATRIC HEALTH FACILITY
TELECARE HERITAGE PSYCHIATRIC HEALTH FACILITY
TELECARE HERITAGE PSYCHIATRIC HEALTH FACILITY
TELECARE HERITAGE PSYCHIATRIC HEALTH FACILITY
TELECARE HERITAGE PSYCHIATRIC HEALTH FACILITY
TELECARE WILLOW ROCK CENTER
TELECARE WILLOW ROCK CENTER
TELECARE WILLOW ROCK CENTER
SUTTER AMADOR HOSPITAL
SUTTER AMADOR HOSPITAL
SUTTER AMADOR HOSPITAL
SUTTER AMADOR HOSPITAL
SUTTER AMADOR HOSPITAL
SUTTER AMADOR HOSPITAL
SUTTER AMADOR HOSPITAL
BIGGS GRIDLEY MEMORIAL HOSPITAL
BIGGS GRIDLEY MEMORIAL HOSPITAL
BIGGS GRIDLEY MEMORIAL HOSPITAL
BIGGS GRIDLEY MEMORIAL HOSPITAL
BIGGS GRIDLEY MEMORIAL HOSPITAL
BIGGS GRIDLEY MEMORIAL HOSPITAL
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
40802
40875
40875
40875
40875
40875
40875
40875
40875
40937
40937
40937
40937
40937
40937
40937
40937
40962
40962
40962
40962
40962
40962
40962
44006
44006
44006
44006
44006
50932
50932
50932
50932
50932
50932
60870
60870
60870
60870
60870
60870
60870
70904
70904
70904
70904
70904
BIGGS GRIDLEY MEMORIAL HOSPITAL
FEATHER RIVER HOSPITAL
FEATHER RIVER HOSPITAL
FEATHER RIVER HOSPITAL
FEATHER RIVER HOSPITAL
FEATHER RIVER HOSPITAL
FEATHER RIVER HOSPITAL
FEATHER RIVER HOSPITAL
FEATHER RIVER HOSPITAL
OROVILLE HOSPITAL
OROVILLE HOSPITAL
OROVILLE HOSPITAL
OROVILLE HOSPITAL
OROVILLE HOSPITAL
OROVILLE HOSPITAL
OROVILLE HOSPITAL
OROVILLE HOSPITAL
ENLOE MEDICAL CENTER- ESPLANADE CAMPUS
ENLOE MEDICAL CENTER- ESPLANADE CAMPUS
ENLOE MEDICAL CENTER- ESPLANADE CAMPUS
ENLOE MEDICAL CENTER- ESPLANADE CAMPUS
ENLOE MEDICAL CENTER- ESPLANADE CAMPUS
ENLOE MEDICAL CENTER- ESPLANADE CAMPUS
ENLOE MEDICAL CENTER- ESPLANADE CAMPUS
BUTTE COUNTY PHF
BUTTE COUNTY PHF
BUTTE COUNTY PHF
BUTTE COUNTY PHF
BUTTE COUNTY PHF
MARK TWAIN ST. JOSEPH’S HOSPITAL
MARK TWAIN ST. JOSEPH’S HOSPITAL
MARK TWAIN ST. JOSEPH’S HOSPITAL
MARK TWAIN ST. JOSEPH’S HOSPITAL
MARK TWAIN ST. JOSEPH’S HOSPITAL
MARK TWAIN ST. JOSEPH’S HOSPITAL
COLUSA REGIONAL MEDICAL CENTER
COLUSA REGIONAL MEDICAL CENTER
COLUSA REGIONAL MEDICAL CENTER
COLUSA REGIONAL MEDICAL CENTER
COLUSA REGIONAL MEDICAL CENTER
COLUSA REGIONAL MEDICAL CENTER
COLUSA REGIONAL MEDICAL CENTER
DOCTORS MEDICAL CENTER – SAN PABLO
DOCTORS MEDICAL CENTER – SAN PABLO
DOCTORS MEDICAL CENTER – SAN PABLO
DOCTORS MEDICAL CENTER – SAN PABLO
DOCTORS MEDICAL CENTER – SAN PABLO
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
70904
70904
70904
70924
70924
70924
70924
70924
70924
70924
70924
70934
70934
70934
70934
70934
70934
70988
70988
70988
70988
70988
70988
70988
70990
70990
70990
70990
70990
70990
70990
70990
71018
71018
71018
71018
71018
74017
74017
74017
74017
74017
74017
74017
74017
74039
74039
DOCTORS MEDICAL CENTER – SAN PABLO
DOCTORS MEDICAL CENTER – SAN PABLO
DOCTORS MEDICAL CENTER – SAN PABLO
CONTRA COSTA REGIONAL MEDICAL CENTER
CONTRA COSTA REGIONAL MEDICAL CENTER
CONTRA COSTA REGIONAL MEDICAL CENTER
CONTRA COSTA REGIONAL MEDICAL CENTER
CONTRA COSTA REGIONAL MEDICAL CENTER
CONTRA COSTA REGIONAL MEDICAL CENTER
CONTRA COSTA REGIONAL MEDICAL CENTER
CONTRA COSTA REGIONAL MEDICAL CENTER
SUTTER DELTA MEDICAL CENTER
SUTTER DELTA MEDICAL CENTER
SUTTER DELTA MEDICAL CENTER
SUTTER DELTA MEDICAL CENTER
SUTTER DELTA MEDICAL CENTER
SUTTER DELTA MEDICAL CENTER
JOHN MUIR MEDICAL CENTER-WALNUT CREEK CAMPUS
JOHN MUIR MEDICAL CENTER-WALNUT CREEK CAMPUS
JOHN MUIR MEDICAL CENTER-WALNUT CREEK CAMPUS
JOHN MUIR MEDICAL CENTER-WALNUT CREEK CAMPUS
JOHN MUIR MEDICAL CENTER-WALNUT CREEK CAMPUS
JOHN MUIR MEDICAL CENTER-WALNUT CREEK CAMPUS
JOHN MUIR MEDICAL CENTER-WALNUT CREEK CAMPUS
KAISER FND HOSP – WALNUT CREEK
KAISER FND HOSP – WALNUT CREEK
KAISER FND HOSP – WALNUT CREEK
KAISER FND HOSP – WALNUT CREEK
KAISER FND HOSP – WALNUT CREEK
KAISER FND HOSP – WALNUT CREEK
KAISER FND HOSP – WALNUT CREEK
KAISER FND HOSP – WALNUT CREEK
JOHN MUIR MEDICAL CENTER-CONCORD CAMPUS
JOHN MUIR MEDICAL CENTER-CONCORD CAMPUS
JOHN MUIR MEDICAL CENTER-CONCORD CAMPUS
JOHN MUIR MEDICAL CENTER-CONCORD CAMPUS
JOHN MUIR MEDICAL CENTER-CONCORD CAMPUS
SAN RAMON REGIONAL MEDICAL CENTER
SAN RAMON REGIONAL MEDICAL CENTER
SAN RAMON REGIONAL MEDICAL CENTER
SAN RAMON REGIONAL MEDICAL CENTER
SAN RAMON REGIONAL MEDICAL CENTER
SAN RAMON REGIONAL MEDICAL CENTER
SAN RAMON REGIONAL MEDICAL CENTER
SAN RAMON REGIONAL MEDICAL CENTER
JOHN MUIR BEHAVIORAL HEALTH CENTER
JOHN MUIR BEHAVIORAL HEALTH CENTER
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
74039
74039
74039
74039
74039
74097
74097
74097
74097
74097
74097
84001
84001
84001
84001
84001
84001
84001
90793
90793
90793
90793
90793
90793
90793
90933
90933
90933
90933
90933
90933
90933
94002
94002
94002
94002
94002
100005
100005
100005
100005
100005
100005
100005
100005
100697
100697
JOHN MUIR BEHAVIORAL HEALTH CENTER
JOHN MUIR BEHAVIORAL HEALTH CENTER
JOHN MUIR BEHAVIORAL HEALTH CENTER
JOHN MUIR BEHAVIORAL HEALTH CENTER
JOHN MUIR BEHAVIORAL HEALTH CENTER
KAISER FOUND HSP-ANTIOCH
KAISER FOUND HSP-ANTIOCH
KAISER FOUND HSP-ANTIOCH
KAISER FOUND HSP-ANTIOCH
KAISER FOUND HSP-ANTIOCH
KAISER FOUND HSP-ANTIOCH
SUTTER COAST HOSPITAL
SUTTER COAST HOSPITAL
SUTTER COAST HOSPITAL
SUTTER COAST HOSPITAL
SUTTER COAST HOSPITAL
SUTTER COAST HOSPITAL
SUTTER COAST HOSPITAL
BARTON MEMORIAL HOSPITAL
BARTON MEMORIAL HOSPITAL
BARTON MEMORIAL HOSPITAL
BARTON MEMORIAL HOSPITAL
BARTON MEMORIAL HOSPITAL
BARTON MEMORIAL HOSPITAL
BARTON MEMORIAL HOSPITAL
MARSHALL MEDICAL CENTER (1-RH)
MARSHALL MEDICAL CENTER (1-RH)
MARSHALL MEDICAL CENTER (1-RH)
MARSHALL MEDICAL CENTER (1-RH)
MARSHALL MEDICAL CENTER (1-RH)
MARSHALL MEDICAL CENTER (1-RH)
MARSHALL MEDICAL CENTER (1-RH)
EL DORADO COUNTY P H F
EL DORADO COUNTY P H F
EL DORADO COUNTY P H F
EL DORADO COUNTY P H F
EL DORADO COUNTY P H F
CLOVIS COMMUNITY MEDICAL CENTER
CLOVIS COMMUNITY MEDICAL CENTER
CLOVIS COMMUNITY MEDICAL CENTER
CLOVIS COMMUNITY MEDICAL CENTER
CLOVIS COMMUNITY MEDICAL CENTER
CLOVIS COMMUNITY MEDICAL CENTER
CLOVIS COMMUNITY MEDICAL CENTER
CLOVIS COMMUNITY MEDICAL CENTER
COALINGA REGIONAL MEDICAL CENTER
COALINGA REGIONAL MEDICAL CENTER
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
100697
100697
100697
100697
100697
100717
100717
100717
100717
100717
100717
100717
100717
100745
100745
100745
100745
100797
100797
100797
100797
100797
100797
100797
100797
100899
100899
100899
100899
100899
100899
104023
104023
104023
104023
104023
104047
104047
104047
104047
104062
104062
104062
104062
104062
104062
104062
COALINGA REGIONAL MEDICAL CENTER
COALINGA REGIONAL MEDICAL CENTER
COALINGA REGIONAL MEDICAL CENTER
COALINGA REGIONAL MEDICAL CENTER
COALINGA REGIONAL MEDICAL CENTER
COMMUNITY REGIONAL MEDICAL CENTER-FRESNO
COMMUNITY REGIONAL MEDICAL CENTER-FRESNO
COMMUNITY REGIONAL MEDICAL CENTER-FRESNO
COMMUNITY REGIONAL MEDICAL CENTER-FRESNO
COMMUNITY REGIONAL MEDICAL CENTER-FRESNO
COMMUNITY REGIONAL MEDICAL CENTER-FRESNO
COMMUNITY REGIONAL MEDICAL CENTER-FRESNO
COMMUNITY REGIONAL MEDICAL CENTER-FRESNO
KINGSBURG MEDICAL CENTER
KINGSBURG MEDICAL CENTER
KINGSBURG MEDICAL CENTER
KINGSBURG MEDICAL CENTER
SIERRA KINGS DISTRICT HOSPITAL
SIERRA KINGS DISTRICT HOSPITAL
SIERRA KINGS DISTRICT HOSPITAL
SIERRA KINGS DISTRICT HOSPITAL
SIERRA KINGS DISTRICT HOSPITAL
SIERRA KINGS DISTRICT HOSPITAL
SIERRA KINGS DISTRICT HOSPITAL
SIERRA KINGS DISTRICT HOSPITAL
ST. AGNES MEDICAL CENTER
ST. AGNES MEDICAL CENTER
ST. AGNES MEDICAL CENTER
ST. AGNES MEDICAL CENTER
ST. AGNES MEDICAL CENTER
ST. AGNES MEDICAL CENTER
SAN JOAQUIN VALLEY REHABILITATION HOSPITAL
SAN JOAQUIN VALLEY REHABILITATION HOSPITAL
SAN JOAQUIN VALLEY REHABILITATION HOSPITAL
SAN JOAQUIN VALLEY REHABILITATION HOSPITAL
SAN JOAQUIN VALLEY REHABILITATION HOSPITAL
FRESNO SURGICAL HOSPITAL
FRESNO SURGICAL HOSPITAL
FRESNO SURGICAL HOSPITAL
FRESNO SURGICAL HOSPITAL
KAISER FND HOSP – FRESNO
KAISER FND HOSP – FRESNO
KAISER FND HOSP – FRESNO
KAISER FND HOSP – FRESNO
KAISER FND HOSP – FRESNO
KAISER FND HOSP – FRESNO
KAISER FND HOSP – FRESNO
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
104089
104089
104089
104089
104089
105029
105029
105029
105029
105029
110889
110889
110889
110889
110889
110889
110889
110889
121002
121002
121002
121002
121002
121002
121002
121002
121031
121031
121031
121031
121031
121051
121051
121051
121051
121051
121051
121051
121080
121080
121080
121080
121080
121080
121080
124004
124004
CRESTWOOD PSYCHIATRIC HEALTH FACILITY-FRESNO
CRESTWOOD PSYCHIATRIC HEALTH FACILITY-FRESNO
CRESTWOOD PSYCHIATRIC HEALTH FACILITY-FRESNO
CRESTWOOD PSYCHIATRIC HEALTH FACILITY-FRESNO
CRESTWOOD PSYCHIATRIC HEALTH FACILITY-FRESNO
FRESNO HEART AND SURGICAL HOSPITAL
FRESNO HEART AND SURGICAL HOSPITAL
FRESNO HEART AND SURGICAL HOSPITAL
FRESNO HEART AND SURGICAL HOSPITAL
FRESNO HEART AND SURGICAL HOSPITAL
GLENN MEDICAL CENTER
GLENN MEDICAL CENTER
GLENN MEDICAL CENTER
GLENN MEDICAL CENTER
GLENN MEDICAL CENTER
GLENN MEDICAL CENTER
GLENN MEDICAL CENTER
GLENN MEDICAL CENTER
MAD RIVER COMMUNITY HOSPITAL
MAD RIVER COMMUNITY HOSPITAL
MAD RIVER COMMUNITY HOSPITAL
MAD RIVER COMMUNITY HOSPITAL
MAD RIVER COMMUNITY HOSPITAL
MAD RIVER COMMUNITY HOSPITAL
MAD RIVER COMMUNITY HOSPITAL
MAD RIVER COMMUNITY HOSPITAL
JEROLD PHELPS COMMUNITY HOSPITAL
JEROLD PHELPS COMMUNITY HOSPITAL
JEROLD PHELPS COMMUNITY HOSPITAL
JEROLD PHELPS COMMUNITY HOSPITAL
JEROLD PHELPS COMMUNITY HOSPITAL
REDWOOD MEMORIAL HOSPITAL
REDWOOD MEMORIAL HOSPITAL
REDWOOD MEMORIAL HOSPITAL
REDWOOD MEMORIAL HOSPITAL
REDWOOD MEMORIAL HOSPITAL
REDWOOD MEMORIAL HOSPITAL
REDWOOD MEMORIAL HOSPITAL
ST. JOSEPH HOSPITAL – EUREKA
ST. JOSEPH HOSPITAL – EUREKA
ST. JOSEPH HOSPITAL – EUREKA
ST. JOSEPH HOSPITAL – EUREKA
ST. JOSEPH HOSPITAL – EUREKA
ST. JOSEPH HOSPITAL – EUREKA
ST. JOSEPH HOSPITAL – EUREKA
SEMPERVIRENS P.H.F.
SEMPERVIRENS P.H.F.
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
2009
124004
124004
124004
124004
130699
130699
130699
130699
130699
130699
130699
130699
130760
130760
130760
130760
130760
130760
130760
130760
130760
141273
141273
141273
141273
141273
141273
141273
141273
141273
141338
141338
141338
141338
141338
141338
150706
150706
150706
150706
150706
150706
150706
150706
150706
150722
150722
SEMPERVIRENS P.H.F.
SEMPERVIRENS P.H.F.
SEM …
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