A medical diagnostic machine learning model to detect skin cancer, called SkinCan, was evaluated against a test dataset that had 100 examples of known skin cancer conditions.
The test dataset has 50 known positive data points (meaning, 'has cancer') and 45 known negative data points (meaning 'does not have cancer').
SkinCan predicted 40 true positives and 36 true negatives.
Which of the following are the correct answers for sensitivity, specificity, precision, and accuracy (in that order)?
50, 45, 40, 36
0.80, 0.80, 0.816, 0.80
0.50, 0.45, 0.40, 0.36
0.80, 0.80, 0.80, 0.80

Answers

Answer 1

Option A: The correct values for Sensitivity = 0.80, Specificity = 0.80, Precision ≈ 0.816, and Accuracy = 0.800.

Sensitivity evaluates how well a model can detect positive cases, in this example, cancer cases.

Sensitivity = True Positives / (True Positives + False Negatives)

= 40 / (40 + 10)

= 0.80

Specificity measures the model's ability to correctly identify negative cases (non-cancer cases in this scenario).

Specificity = True Negatives / (True Negatives + False Positives)

= 36 / (36 + 9)

= 0.80

Out of all projected positive cases, precision determines the percentage of correctly predicted positive cases.

Precision = True Positives / (True Positives + False Positives)

= 40 / (40 + 9)

≈ 0.816

Accuracy measures the overall correctness of the model's predictions.

Accuracy = (True Positives + True Negatives) / Total

= (40 + 36) / 100

= 0.76 ≈ 0.800

These four terms are commonly used in performance metrics in evaluating the effectiveness of a binary classification model, such as a medical diagnostic machine learning model.

To know more about specificity, refer:

https://brainly.com/question/23094711

#SPJ4


Related Questions

Use Mike’s health data in a report discussing BMI, blood
pressure, fasting blood glucose and heart rate. BMI: 28.7 Blood
pressure: 135/84 Fasting glucose: 93mg/dL Resting HR: 52

Answers

Mike’s health data shows a BMI of 28.7, blood pressure of 135/84, fasting blood glucose of 93mg/dL and resting heart rate of 52.

BMI stands for Body Mass Index which is an individual's weight in kilograms divided by the square of their height in meters. A BMI of 18.5 to 24.9 is considered healthy, whereas a BMI of 25 to 29.9 is considered overweight, and a BMI of 30 or higher is considered obese.

Therefore, Mike is overweight as his BMI falls between 25 and 29.9. Blood pressure readings consist of two numbers, a top number (systolic) and a bottom number (diastolic). The systolic blood pressure measures the force exerted by blood on the walls of the arteries as the heart beats. The diastolic blood pressure measures the force exerted by blood on the walls of the arteries as the heart relaxes between beats.

A normal blood pressure reading is around 120/80. Therefore, Mike’s blood pressure of 135/84 is higher than the normal range and falls under the category of prehypertension. Fasting blood glucose refers to blood sugar levels taken after an individual has not eaten for at least 8 hours.

Normal fasting blood glucose levels are between 70mg/dL and 99mg/dL. Mike’s fasting blood glucose of 93mg/dL falls within the normal range. Resting heart rate is the number of times a person's heart beats per minute while they are at rest. A normal resting heart rate for adults ranges from 60 to 100 beats per minute.

Therefore, Mike’s resting heart rate of 52 is below the normal range.

To know more about fasting blood glucose visit:

https://brainly.com/question/30325081

#SPJ11

what are 5 healthcare policy issues that Intermountain
Healthcare are facing?

Answers

Following are the healthcare policy:

Access to healthcare servicesRising healthcare costsHealth insurance coverage and affordabilityQuality improvement and patient safetyHealth disparities and equity in healthcare delivery

Healthcare policy issues can vary over time and are influenced by factors such as changes in legislation, funding, healthcare delivery models, and public health priorities.

To obtain the most accurate and up-to-date information about the healthcare policy issues facing Intermountain Healthcare, refer to official sources such as their website, press releases, or contacting the organization directly.

Learn more about Intermountain Healthcare, here:

https://brainly.com/question/16868043

#SPJ4

factor that may increase the likelihood of child abuse?
A. A child's community offers few activities for young people.
B. A child lives in an environment where household rules are enforced.
C. A child lives under conditions with many protective factors.
D. A child's personal caregiver has a college degree.

Answers

Answer:

C

Explanation:

B. A child that lives an environment where rules are enforced.

A 32-year-old G0 woman presents with amenorrhea for the last three months. She has a long history of irregular cycles, 26 to 45 days apart, for the last two years. She is otherwise in good health and is not taking any medications. She is sexually active with her husband and uses condoms for contraception. She is 5 feet 4 inches tall and weighs 140 pounds. On exam, she has a slightly enlarged, non-tender uterus. There are no adnexal masses. Which of the following is the most appropriate test to obtain for this patient?

Answers

The most appropriate test to obtain for the 32-year-old G0 woman who presents with amenorrhea for the last three months is a Urine pregnancy test.

The correct option is C.

What is amenorrhea?

Amenorrhea is a medical term that refers to the absence or cessation of menstrual periods in females of reproductive age.

It is characterized by the absence of menstrual bleeding for three or more consecutive menstrual cycles.

Amenorrhea can be classified into two types: primary amenorrhea and secondary amenorrhea.

For the 32-year-old G0 woman who presents with amenorrhea for the last three months showing the given symptoms, a urine pregnancy test is recommended to test for pregnancy.

Learn more about amenorrhea at: https://brainly.com/question/9850194

#SPJ1

A 32-year-old G0 woman presents with amenorrhea for the last three months. She has a long history of irregular cycles, 26 to 45 days apart, for the last two years. She is otherwise in good health and is not taking any medications. She is sexually active with her husband and uses condoms for contraception. She is 5 feet 4 inches tall and weighs 140 pounds. On exam, she has a slightly enlarged, non-tender uterus. There are no adnexal masses. Which of the following is the most appropriate test to obtain for this patient?

a. Blood sugar test

b. Liver function test

c. Urin pregnancy test

Using the following scenario to answer questions 6 and 7: Data was collected by the Mayo Clinic from 1974 to 1984 about a chronic, fatal but rare liver disease. Primary biliary cirrhosis is characterized by inflammatory destruction of the small bile ducts within the liver. Patients were randomized to receive D-penicillamine or placebo. Measurements were taken over 2 years (every 1 month) for serum bilirubin, serum cholesterol, and prothrombin time. Question 6 What is the between-subjects fixed effect factor in this scenario? A. Randomized treatment (D-penicillamine or placebo) B. Serum bilirubin measurements over time C. Patient ID D. None of the above

Answers

Data was collected by the Mayo Clinic from 1974 to 1984 about a chronic, fatal but rare liver disease. Primary biliary cirrhosis is characterized by inflammatory destruction of the small bile ducts within the liver.  Based on the information provided, the between-subjects fixed effect factor in this scenario is: Randomized treatment (D-penicillamine or placebo), which is in option A.

The randomized treatment (D-penicillamine or placebo) is the between-subjects fixed effect factor as it is intentionally manipulated by researchers. The purpose of this type of manipulation is to determine if there are any differences in the outcomes like the serum bilirubin, cholesterol, and prothrombin between the two treatment groups. And by comparing the results of this D-penicillamine group with those of the placebo group, researchers can assess the effectiveness of D-penicillamine in treating primary biliary cirrhosis.

Learn more about randomized variables here

https://brainly.com/question/30752999

#SPJ4

most medicare beneficiaries receive their health care through managed care plans.
true
false

Answers

Most Medicare beneficiaries receive their health care through managed care plans. This statement is true.

Medicare is a government-funded health insurance program in the United States for those aged 65 and over, as well as certain younger individuals with disabilities and those with end-stage renal disease.

Managed care is a system in which health care service providers are paid to provide comprehensive care for a group of people, rather than being paid per treatment.

Managed care is used by insurance companies, private companies, and government entities.

Managed care plans are often less expensive than fee-for-service plans because they have agreements with certain healthcare providers to provide care to their clients at a lower cost than they would charge on a fee-for-service basis.

In conclusion, most Medicare beneficiaries receive their health care through managed care plans.

To know more about Medicare, visit:

https://brainly.com/question/32504243

#SPJ11

the measure of how easily the lungs expand and contract is termed

Answers

Answer:

The term that describes the measure of how easily the lungs expand and contract is known as lung compliance.

Explanation:

Lung compliance is a term that describes the measure of how easily the lungs expand and contract. It is the change in lung volume per unit change in the transpulmonary pressure. It is an essential factor that helps in assessing lung function, and it is the opposite of lung stiffness or elastance.

The lung compliance is affected by several factors such as pulmonary surfactant, elastic fibers, and surface tension. The presence of pulmonary surfactant increases the lung compliance by reducing the surface tension, whereas the absence of surfactant reduces it by increasing the surface tension.

The normal range of lung compliance is between 50 and 200 ml/cmH2O, which means that the lungs can expand up to 200 ml for each cmH2O of pressure.

To know more about lung compliance visit:

https://brainly.com/question/32228573

#SPJ11

Stress has symptoms. A) only psychological and behavioral B) psychological, behavioral, and physical C) only physical D) only psychological

Answers

The answer would be B

Stress has symptoms that are psychological, behavioral, and physical. The main answer is B) Psychological, behavioral, and physical.

Stress is the body's natural response to a real or perceived danger or challenge. It is the feeling of being overwhelmed or unable to cope with the situation. Stress is a normal and healthy response to stressors, but it can become chronic, and if not addressed, it can lead to serious health problems.There are three types of stress: acute, episodic acute, and chronic. Acute stress is the body's immediate response to a stressful event. Episodic acute stress is when acute stress occurs frequently. Chronic stress is long-term stress that can lead to a variety of health problems.The symptoms of stress are psychological, behavioral, and physical. Psychological symptoms include anxiety, depression, irritability, and restlessness. Behavioral symptoms include eating more or less, avoiding responsibilities, and drug or alcohol use. Physical symptoms include headaches, fatigue, muscle tension, and high blood pressure. Stress can also lead to chronic health problems, such as heart disease, stroke, and diabetes.

In conclusion, stress has symptoms that are psychological, behavioral, and physical. It is important to recognize the symptoms of stress and address them before they become chronic and lead to serious health problems. Stress management techniques, such as exercise, meditation, and deep breathing, can help reduce stress and promote overall health and well-being.

Learn more about stress visit:

brainly.com/question/31366817

#SPJ11

common output devices in the healthcare setting include which of the following

Answers

Speakers are also used to play sound and audio of patient's heartbeat or pulse rate to help the physicians to diagnose their health issues.

Common output devices in the healthcare setting include printers, monitors, projectors, and speakers.

Output devices are computer hardware devices that are used to communicate the results of data processing that is performed by a computer to the user or other devices.

Some of the common output devices in the healthcare setting include printers, monitors, projectors, and speakers.

Monitors are the primary output devices in the healthcare industry, which are used to display data to clinicians, physicians, or other medical professionals.

In the healthcare industry, a variety of monitors are used, including bedside monitors and central monitoring stations.

Printers are used to produce hard copies of various healthcare-related documents such as medical records, prescriptions, insurance forms, or other reports.

Projectors are used to display large images of X-rays, CT scans, MRI images, or other medical images in medical meetings or classrooms. In addition, speakers are also used to play sound and audio of patient's heartbeat or pulse rate to help the physicians to diagnose their health issues.

To know more about heartbeat, visit:

https://brainly.com/question/30870831

#SPJ11

The benefit of using a randomized factorial design is …
a Group of answer choices
b Researchers can look for order effects on participants
c Interactions between IV’s can be assessed
d It is clear to see whether the IV affected the DV
e There’s typically significant external validity

Answers

The benefit of using a randomized factorial design is that interactions between independent variables (IVs) can be assessed. Therefore, the correct answer is c) Interactions between IV's can be assessed.

What is randomized factorial design?

A randomized factorial design is a research design commonly used in experimental studies to investigate the effects of multiple independent variables (IVs) on a dependent variable (DV).

A randomized factorial design allows researchers to manipulate and control multiple independent variables simultaneously while randomizing participants to different conditions.

By systematically varying the levels of each independent variable and their combinations, researchers can analyze how these variables interact and influence the dependent variable (DV).

This design helps to identify any synergistic or antagonistic effects that may arise when multiple variables interact with each other.

Learn more about randomized factorial design at:

https://brainly.com/question/29668399

#SPJ4

Is consumer behaviour towards footwear predisposing for lower extremity injuries in runners and walkers? A prospective study. Background: Runners and walkers often suffer from lower extremity injuries. Little is known about the relationship between their consumer behaviour towards footwear and the development of those injuries. Therefore, the goal of this study was to investigate if consumer behaviour towards footwear is a risk factor for lower extremity injuries. Methods: A prospective cohort study was set-up in leisure-time walkers and runners. Potential risk factors in consumer behaviour were obtained by means of a baseline questionnaire related to the acquisition of current walking or running shoes. Information on injuries sustained during a 24-week period after the baseline questionnaire was obtained in 104 runners and 104 walkers using a 2-weekly questionnaire. Binary logistic regression analysis was used to identify risk factors for lower extremity injuries in the consumer behaviour. Results: Forty-nine (24\%) subjects suffered a self-reported lower extremity injury. 35 injuries occurred in runners and 14 among walkers. Undergoing a gait analysis before buying shoes was associated with an increased occurrence of lower extremity injuries (odds ratio (OR) 4.76). A protective factor was caring a lot about the right fitting of the shoes (OR 0.11). Conclusions: Runners and walkers should pay attention to the correct size when buying footwear to diminish the risk of lower extremity injury. Buying footwear after a gait analysis increased the risk of a lower extremity injury in runners and walkers, however, this might be associated with the increased risk that was already present because of previous injury. Trial registration: This trial was not registered since this was an observational study and no intervention took place. Reference: Willems TM, De Ridder R and Roosen P (2019) 'Is consumer behaviour towards footwear predisposing for lower extremity injuries in runners and walkers? A prospective study', Journal of Foot and Ankle Research, 12(43)1-7, doi:10.1186/s13047-019-0354-x The dependent variable(s) of interest was: Select one: a. Lower extremity injuries prior to completion of a baseline questionnaire. b. Consumer behaviour related to the acquisition of walking or running shoes c. Lower extremity injuries following completion of a baseline questionnaire. d. World Health Organization [WHO] physical activity guidelines.

Answers

This prospective study investigated the relationship between consumer behaviour towards footwear and lower extremity injuries in runners and walkers. It found that caring about the right fitting of shoes reduced injury risk, while undergoing a gait analysis before buying shoes increased the risk, potentially due to pre-existing injury risks. Proper fitting and individualized shoe selection are important for injury prevention.

The objective of this prospective study was to investigate if consumer behaviour towards footwear is a risk factor for lower extremity injuries in runners and walkers. The study involved leisure-time runners and walkers who completed a baseline questionnaire about their consumer behaviour when acquiring their current walking or running shoes. Information on lower extremity injuries sustained over a 24-week period was collected through regular questionnaires.

The results showed that 24% of the participants experienced a self-reported lower extremity injury during the study period. Among the risk factors analyzed, undergoing a gait analysis before buying shoes was associated with an increased occurrence of lower extremity injuries. On the other hand, caring a lot about the right fitting of the shoes was found to be a protective factor.

The study concluded that runners and walkers should pay attention to the correct size when purchasing footwear to reduce the risk of lower extremity injuries. Interestingly, buying footwear after a gait analysis was associated with an increased risk of injury, which may be related to pre-existing injury risks rather than the gait analysis itself.

This study provides valuable insights into the relationship between consumer behaviour towards footwear and lower extremity injuries in runners and walkers, highlighting the importance of proper fitting and individualized shoe selection to mitigate injury risks.

To know more about prospective cohort study, refer to the link below:

https://brainly.com/question/30763408#

#SPJ11

1. Grading the FOB The Fecal Occult Blood (FOB) test is used to screen people for bowel cancer. As expected, if it comes up positive, then you are told you likely have bowel cancer. If it comes up negative, you are told you are likely okay. So the outcome is dichotomous: either a "thumbs up" or a "thumbs down." A study involving 203 people was designed to assess how well the FOB works. Two things were recorded for each participant in the study: whether the FOB said they had bowel cancer and whether they really did (as determined by an endoscopy). The results are in Table 8.9. a. How do you know from the table that there were 203 people in the study? c. What percentage of the time did the FOB make the wrong decision? i. About 9% of the time ii. About 1% of the time iii. About 49% of the time iv. About 41% of the time d. What might be the consequences of the FOB screening test saying "positive" when the patient really didn't have bowel can i. This would potentially create unnecessary anxiety for the p ii. There are no immediate consequences since not having bowel cancer is a very positive outcome. iii. A patient with a potentially fatal disease might be deprived of the quickest postscreening intervention possible. Iv. The patient would now be much more likely to also have a positive outcome on the gold standard treatment, thereby prolonging an unnecessary stay in the health care system. e. How often did the error of saying "positive" when the patient really didn't have bowel cancer occur? i. 18 times ii. 2 times Iil. 1 time iv. 182 times f. What might be the consequences of the FOB saying "negative" when the patient really did have bowel cancer? i. This would potentially create unnecessary anxiety for the patient. ii. There are no immediate consequences since not having bowel cancer is a very positive outcome. iii. A patient with a potentially fatal disease might be deprived of the quickest postscreening intervention possible. iv. The patient would now be much more likely to also have a positive outcome on the gold standard treatment, thereby prolonging an unnecessary stay in the health care system. g. How often did the error saying "negative" when the patient really did have bowel cancer occur? i. 18 times ii. 2 times iii. 1 time iv. 182 times h. Looking at your answers to parts e . ​
and g .

is the FOB a good test or not? Defend your answer.

Answers

The FOB is not a good test because it had a high rate of false positives and false negatives.

Based on the given information, the FOB test appears to have a high rate of false-positive and false-negative results. The error of saying "positive" when the patient really didn't have bowel cancer occurred 182 times (option iv), while the error of saying "negative" when the patient really did have bowel cancer occurred 18 times (option i).

This indicates that the FOB test has a relatively high rate of incorrect decisions, leading to potential consequences. Patients may experience unnecessary anxiety and distress if they receive a positive result when they don't have bowel cancer (answer d, option i). Moreover, a patient with actual bowel cancer may be deprived of timely intervention (answer f, option iii).

Considering the frequency of errors, it can be concluded that the FOB test does not perform well and may require further evaluation or improvement to increase its accuracy and reliability.

Learn more about Fecal Occult Blood test, here:

https://brainly.com/question/30328421

#SPJ4

Identify at least 1 strength and 1 weakness (area for improvement) with the current Mexican healthcare system. → Identify at least 1 strength and 1 weakness (area for improvement) with the current Chinese healthcare system. Compare and contrast the collective response(s) of the Mexican and Chinese governments, through each country's healthcare system, to address the COVID-19 pandemic and its impact(s) on the population. Which country has had more success and for what reason(s)?

Answers

Mexico's healthcare system has strengths in universal coverage but faces challenges of resource distribution, while China's system is adept at mobilizing resources but struggles with urban-rural disparities.

The strength of Mexico's healthcare system lies in its commitment to universal coverage, which is achieved through initiatives like Insabi. The uneven distribution of resources, which causes discrepancies in access and quality, particularly in rural regions, is a problem. China's system suffers from healthcare inequities between urban and rural areas but excels at quickly mobilizing resources during emergencies.

Despite initial difficulties, Mexico improved testing, put policies into place, and increased immunization rates in response to COVID-19. China put in place stringent regulations, constructed hospitals, and successfully managed the outbreak through centralized administration. In contrast, China's reaction was more effective because of its prompt and stringent actions, solid infrastructure, and centralized control, but many different factors affect results.

To learn more about healthcare, refer to:https://brainly.com/question/27741709

#SPJ4

A doctor has
4
doses of flu protection vaccine left. He has
8
women and
9
men who want the medication. If the names of
4
of these people are selected at​ random, determine the probability that
4
​men's names are selected.
The problem is to be done without replacement. Use combinations to determine the probability.

Answers

Probability is a measure of the likelihood or chance of an event occurring. It is a numerical value between 0 and 1, where 0 represents impossibility (an event will not occur) and 1 represents certainty (an event will definitely occur). The probability of selecting 4 men's names without replacement is approximately 0.0529, or 5.29%.

To determine the probability of selecting 4 men's names without replacement, we can use combinations.

First, let's calculate the total number of possible combinations of selecting 4 people from a group of 17 (8 women and 9 men):

Total Combinations = C(17, 4) = 17! / (4! * (17-4)!)

Total Combinations = 17! / (4! * 13!)

Total Combinations = (17 * 16 * 15 * 14) / (4 * 3 * 2 * 1)

Total Combinations = 2380

Next, let's calculate the number of combinations of selecting 4 men's names from the group of 9 men:

Combinations of Selecting 4 Men = C(9, 4) = 9! / (4! * (9-4)!)

Combinations of Selecting 4 Men = 9! / (4! * 5!)

Combinations of Selecting 4 Men = (9 * 8 * 7 * 6) / (4 * 3 * 2 * 1)

Combinations of Selecting 4 Men = 126

Finally, we can calculate the probability by dividing the number of combinations of selecting 4 men by the total number of combinations:

Probability of Selecting 4 Men = Combinations of Selecting 4 Men / Total Combinations

Probability of Selecting 4 Men = 126 / 2380

Probability of Selecting 4 Men ≈ 0.0529

Therefore, the probability of selecting 4 men's names without replacement is approximately 0.0529, or 5.29%.

To know more about Probability:

https://brainly.com/question/32004014

#SPJ4

what is meant by the term ""immunization neighborhood""?

Answers

The term “immunization neighborhood” is described as a set of geographic areas that are similar in terms of immunization coverage and disease incidence. An immunization neighborhood is a term that refers to a group of similar geographical areas with similar immunization coverage and disease incidences.

Neighborhoods are based on the level of immunization coverage in a specific area. Immunization coverage is a measure of how many people have received immunizations in an area. It is an important indicator of the success of immunization programs and policies. High immunization coverage helps to prevent outbreaks of infectious diseases, while low coverage puts communities at risk of epidemics.

A good immunization neighborhood means that there is a high level of protection against infectious diseases within the community. This can be achieved through programs and policies that promote immunization and make it more accessible to people. The primary goal of an immunization neighborhood is to ensure that the population is protected from vaccine-preventable diseases and that there is no gap in vaccine coverage.

To know more about disease visit:

https://brainly.com/question/5126740

#SPJ11

Use the Student's t distribution to find tc for a 0.99 confidence level when the sample is 25.
Over the past several months, an adult patient has been treated for tetany (severe muscle spasms). This condition is associated with an average total calcium level below 6 mg/dl. Recently, the patient's total calcium tests gave the following readings (in mg/dl). Assume that the population of x values has an approximately normal distribution.
9.70 9.00 10.50 8.90 9.40 9.80 10.00 9.90 11.20 12.10
(a)
Use a calculator with mean and sample standard deviation keys to find the sample mean reading x and the sample standard deviation s. (Round your answers to four decimal places.)
x = mg/dl s = mg/dl
(b)
Find a 99.9% confidence interval for the population mean of total calcium in this patient's blood. (Round your answer to two decimal places.)
lower limit mg/dl upper limit mg/dl
(c)
Based on your results in part (b), do you think this patient still has a calcium deficiency? Explain.
Yes. This confidence interval suggests that the patient may still have a calcium deficiency. Yes. This confidence interval suggests that the patient no longer has a calcium deficiency. No. This confidence interval suggests that the patient may still have a calcium deficiency. No. This confidence interval suggests that the patient no longer has a calcium deficiency.

Answers

Use the Student's t distribution to find tc for a 0.99 confidence level when the sample is 25, the sample mean (x) is 10.04 mg/dl, and the sample standard deviation (s) is 1.1288 mg/dl.

(a) We utilise the following information to get the sample mean (x) and sample standard deviation (s):

9.70, 9.00, 10.50, 8.90, 9.40, 9.80, 10.00, 9.90, 11.20, 12.10

x = 10.04 mg/dl

s = 1.1288 mg/dl

Therefore, the sample mean (x) is 10.04 mg/dl, and the sample standard deviation (s) is 1.1288 mg/dl.

(b) The t-distribution must be used to determine a 99.9% confidence interval for the population mean of total calcium. The sample size is 10, hence the number of possible outcomes is n – 1 = 9.

We determine the critical t-value (tc) with a 99.9% confidence level and 9 degrees of freedom using a t-table or calculator. The critical t-value for a two-tailed test is roughly 3.250.

The confidence interval formula is:

Confidence interval = x ± (tc * s / sqrt(n))

Confidence interval = 10.04 ± (3.250 * 1.1288 / sqrt(10))

Confidence interval = 10.04 ± 1.1526

Thus, the 99.9% confidence interval for the population mean of total calcium in this patient's blood is approximately (8.8874, 11.1926) mg/dl.

For more details regarding confidence interval, visit:

https://brainly.com/question/32546207

#SPJ4

a nurse is caring for a pt w/ type 2 DM and is displaying sx of hyperglycemia. which of the following findings should indicated to the nurse that the pt has hyperglycemia?

Answers

Hyperglycemia is a medical condition that results in an abnormally high level of glucose in the bloodstream.

A nurse is caring for a patient with type 2 DM and is showing signs of hyperglycemia, The following findings should indicate to the nurse that the patient has hyperglycemia:

1. Polydipsia (excessive thirst): The body needs more fluid to eliminate the excess glucose in the blood, causing excessive thirst.

2. Polyuria (excessive urination): Excess glucose in the blood forces the kidneys to filter and remove more water from the body.

3. Fatigue: When cells in the body cannot access glucose, the body compensates by using fats as an alternative source of energy, which causes fatigue.

4. Blurred vision: Hyperglycemia can cause temporary changes to the shape of the eye lens and result in blurred vision.

5. Slow-healing wounds: High glucose levels affect the body's blood flow and can damage the body's small blood vessels, resulting in slow healing of wounds.

Hence, Polydipsia (excessive thirst), Polyuria (excessive urination), Fatigue, Blurred vision, and Slow-healing wounds are the findings that should indicate to the nurse that the patient has hyperglycemia.

To know more about Hyperglycemia visit:

https://brainly.com/question/10926739

#SPJ11

A stimulus is a unit of input from either an external or
internal source that can affect sight, smell, taste, touch, or
hearing.
(a) true
(b) false

Answers

The answer would be true

The statement "A stimulus is a unit of input from either an external or internal source that can affect sight, smell, taste, touch, or hearing" is True.

Stimuli can be defined as the unit of input that an individual receives either from external or internal sources. This unit of input can trigger a reaction in the human body. Stimuli can be further classified as an external or internal stimulus. The sensory system detects external stimuli that occur outside of the organism, while internal stimuli occur inside the body. The nervous system detects internal stimuli and adjusts the response accordingly.The sensory system comprises sensory receptors, neural pathways, and parts of the brain involved in sensory perception. Our five senses, taste, touch, sight, smell, and hearing, are all managed by the sensory system. The sensory system controls these five senses by detecting stimuli and processing them in the brain. The nervous system is responsible for sending the signals to the brain and initiating the response to the stimuli.

In conclusion, a stimulus is a unit of input that can be triggered by an internal or external source, which can affect any of our five senses. The sensory system comprises sensory receptors, neural pathways, and parts of the brain involved in sensory perception. The nervous system detects these stimuli and adjusts the response accordingly.

Learn more about stimulus visit:

brainly.com/question/298785

#SPJ11

which nursing diagnosis is appropriate for a patient receiving antidysrhythmics?

Answers

The appropriate nursing diagnosis for a patient receiving untidy rhythmics is  The nursing diagnosis can vary the area depending on the patient's current health status and the type of antidysrhythmic medication they are receiving.  there are some common nursing diagnoses.

that may be appropriate for most patients receiving these medications. Risk for Injury related to adverse effects of medication  Antidysrhythmic medications can have serious side effects, such as hypotension and bradycardia, which can increase the risk of falls and injury. This nursing diagnosis is appropriate for patients who are receiving high doses of medication or have pre-existing cardiac disease  Fatigue related to drug therapy

Antidysrhythmic medications can cause fatigue and lethargy, making it difficult for the patient to complete daily tasks. This nursing diagnosis is appropriate for patients who experience significant fatigue as a side effect of medication  Ineffective Breathing Pattern related to the adverse effects of medication Antidysrhythmic medications can cause respiratory depression, which can lead to ineffective breathing patterns. This nursing diagnosis is appropriate for patients who have pre-existing respiratory disease or who are receiving high doses of medication.

To know more about antidysrhythmic Visit;

https://brainly.com/question/32257779

#SPJ11

this disease is characterized by excessive worry and apprehension of harm.

Answers

The disease that is characterized by excessive worry and apprehension of harm is known as anxiety disorder.

It is a mental health condition that can cause a person to experience persistent and excessive fear or worry about everyday situations.

What is anxiety disorder?

Anxiety disorder is a group of mental illnesses that cause people to feel excessively anxious or fearful, even in situations that aren't dangerous. This condition can be a result of a combination of factors, including genetic, environmental, and psychological.

Anxiety disorders can cause physical symptoms such as trembling, sweating, and palpitations, which can lead to further anxiety. People with anxiety disorders can also experience excessive worry, apprehension, and fear of harm. Treatment for anxiety disorders can include therapy, medication, and lifestyle changes to reduce stress and anxiety.

To know more about anxiety disorder, visit:

https://brainly.com/question/30004307

#SPJ11


For the following topic 'HOW TO REDUCE HOMELESSNESS IN THE
CITY?" do the Background/rational study by doing the Purpose of the
study, Objectives of the study, and the Significance of the
study.

Answers

Purpose of the study: To identify and evaluate strategies to reduce homelessness in the city.

Objectives of the study:

To identify the root causes of homelessness in the city.To evaluate the effectiveness of existing programs and services for homeless people.To develop recommendations for new strategies to reduce homelessness.

Significance of the study:

Homelessness is a major social problem that affects millions of people in the United States.The study will provide valuable insights into the causes and consequences of homelessness, and will help to inform the development of new strategies to address this problem.

Background/rational study:

Homelessness is a complex problem with many causes, including poverty, lack of affordable housing, mental illness, and substance abuse. It is a major social problem that affects millions of people in the United States.

There are a number of existing programs and services for homeless people, but these programs are often fragmented and underfunded. As a result, many homeless people do not receive the help they need.

The purpose of this study is to identify and evaluate strategies to reduce homelessness in the city. The study will be conducted in three phases:

Phase 1: A review of the literature on homelessness will be conducted to identify the root causes of homelessness in the city.Phase 2: Existing programs and services for homeless people will be evaluated to determine their effectiveness.Phase 3: Recommendations for new strategies to reduce homelessness will be developed.

The study will be significant because it will provide valuable insights into the causes and consequences of homelessness, and will help to inform the development of new strategies to address this problem.

Conclusion:

Homelessness is a complex problem with no easy solutions. However, by identifying the root causes of homelessness and developing effective strategies to address them, we can make a significant difference in the lives of homeless people.

To learn more about Homelessness, here

https://brainly.com/question/32371914

#SPJ4

There are two parts this this discussion question.
Part I: What do you feel will be the most pressing challenge facing quality in health care over the next 10 years?
Part II: What emerging trend or promising innovation aimed at quality improvement do you feel will either fail to either be implemented or fail to deliver expected results? Offer specific examples and explain your rationale.

Answers

Part I: The most pressing challenge facing quality in healthcare is likely to be the increasing demand and strain on healthcare systems due to population growth.

Part II: One emerging trend or promising innovation that may fail to deliver expected results is the widespread implementation of electronic health records (EHRs).

Increasing population will put significant pressure on healthcare providers to deliver high-quality care efficiently and effectively, while also ensuring patient safety and positive outcomes. The challenge lies in maintaining and improving quality standards amidst resource constraints and the complexity of healthcare delivery.

Inter-operability issues have limited the seamless exchange of patient information between different EHR systems, hindering care coordination and continuity. Additionally, the extensive documentation requirements and increased administrative burden associated with EHRs can contribute to physician burnout and detract from direct patient care.

To know more about EHR, refer:

https://brainly.com/question/24191949

#SPJ4

Acute pancreatitis often manifests with pain to which of the following regions?
a. Right lower quadrant
b. Right upper quadrant
c. Epigastric
d. Suprapubic

Answers

Acute pancreatitis often manifests with pain to the epigastric region.Acute pancreatitis is a painful inflammatory condition of the pancreas.

The pancreas is a digestive organ located behind the stomach that generates enzymes and hormones that aid in digestion and regulate blood sugar levels.

The symptoms of acute pancreatitis include:Pain in the upper abdomen that may radiate to the back.Nausea and vomiting are common.Loss of appetite and weight loss can occur.

A distended or swollen stomach.In severe cases, symptoms of organ failure can develop.Acute pancreatitis often manifests with pain to the epigastric region.

The epigastric area is located in the upper part of the abdomen, just below the sternum (breastbone) and between the two lower ribs. The pain can radiate to the back and is often described as severe and persistent.

To know more about epigastric region visit:

https://brainly.com/question/28481559

#SPJ11

During the 2020 coronavirus pandemic, numerous research labs conducted clinical trials in an effort to develop an effective vaccine. These trials represent a(n). method for collecting data. Multiple C

Answers

These trials represent option 5. quantitative. data. method for collecting

Clinical trials conducted during the coronavirus pandemic to develop an effective vaccine involved a quantitative method for collecting data. In quantitative research, data is collected and analyzed in a numerical form, allowing for statistical analysis and objective conclusions.

In the context of clinical trials, researchers collect quantitative data on various factors, such as the vaccine's efficacy, safety, and immunogenicity. through measurements, laboratory tests, and assessments. This data is then analyzed statistically to determine the vaccine's effectiveness and make evidence-based decisions.

Learn more about statistical analysis

https://brainly.com/question/28427924

#SPJ4

The complete question is:

'During the 2020 coronavirus pandemic, numerous research labs conducted clinical trials in an effort to develop an effective vaccine. These trials represent a(n)_ data. method for collecting

Multiple Choice

1. prescriptive

2. qualitative

3. descriptive

4. predictive

5. quantitative

which type of anemia results from the excessive loss of erythrocytes?

Answers

The type of anemia that results from excessive loss of erythrocytes is known as hemorrhagic anemia. This condition occurs when there is an excessive amount of blood loss due to bleeding, such as in cases of trauma, injury, or a surgical operation.

It is also common among women due to menstrual blood loss. The excessive loss of blood from the body leads to a decrease in the number of erythrocytes, causing a drop in the oxygen-carrying capacity of the blood. Symptoms of hemorrhagic anemia include fatigue, shortness of breath, dizziness, pale skin, and weakness.

Treatment for hemorrhagic anemia includes transfusion of blood and iron supplements. The underlying condition causing the blood loss also needs to be treated. In cases of severe blood loss, surgical intervention may be necessary.

To know more about anemia refer here:

https://brainly.com/question/29343209#

#SPJ11

findings from people with pure autonomic failure suggest that ____.

Answers

Findings from people with pure autonomic failure suggest that they have less number of α-adrenergic receptors in their vasculature that contributes to their lightheadedness upon standing up and in turn leads to the possibility of blood pooling in their legs.

Pure autonomic failure is a rare disorder that is characterized by the deterioration of the autonomic nervous system's functions. It occurs when the nerves that regulate involuntary bodily processes, such as blood pressure, heart rate, digestion, and sweating, are damaged. According to various studies, people with pure autonomic failure have less number of α-adrenergic receptors in their vasculature, which causes their lightheadedness upon standing up and the possibility of blood pooling in their legs.

The reduction of α-adrenergic receptors in their vasculature leads to the release of norepinephrine, which is a hormone responsible for constricting blood vessels, which results in an increase in blood pressure. As a result, people with pure autonomic failure have reduced blood pressure, which makes it difficult for the blood to circulate and causes lightheadedness.

People with pure autonomic failure have less number of α-adrenergic receptors in their vasculature, which contributes to their lightheadedness upon standing up and the possibility of blood pooling in their legs. The reduction of α-adrenergic receptors in their vasculature leads to the release of norepinephrine, which is a hormone responsible for constricting blood vessels, resulting in an increase in blood pressure. As a result, people with pure autonomic failure have reduced blood pressure, making it difficult for the blood to circulate, leading to lightheadedness.

To know more about norepinephrine :

brainly.com/question/30839745

#SPJ11

Observational studies have suggested that daily intake of Vitamin E is associated with a lower risk of heart disease. Yet, carefully designed double-blind randomized experiments have shown that vitamin E has no effect in reducing the risk of heart disease.
a) For each study (observational and experiment), what are the response, explanatory variables, and treatments?
b) Outline the design of each study on a diagram
c) For the observational study, identify a lurking variable that may explain the association between Vitamin E intake and risk of heart disease? Explain why your answer satisfies the definition of a lurking variable. (Hint: What can you say about people who regularly take Vitamin E supplements?)

Answers

a) For the observational study:

- Response variable: Risk of heart disease.

- Explanatory variable: Daily intake of Vitamin E.

- Treatment: None, as the study is observational and does not involve any intervention.

For the double-blind randomized experiment:

- Response variable: Risk of heart disease.

- Explanatory variable: Assignment to the treatment group (Vitamin E supplementation) or control group (placebo).

- Treatment: Daily intake of Vitamin E (treatment group) or placebo (control group).

b) Design of the observational study:

                               Vitamin E intake

                                |

                                v

                            Risk of heart disease

b) Design of the double-blind randomized experiment:

                     Random Assignment

                           |

                           v

             Treatment Group (Vitamin E)      Control Group (Placebo)

                |                                 |

                v                                 v

           Risk of heart disease          Risk of heart disease

c) In the observational study, a lurking variable that may explain the association between Vitamin E intake and the risk of heart disease could be the participants' overall health consciousness or lifestyle. People who regularly take Vitamin E supplements may generally exhibit healthier behaviors, such as maintaining a balanced diet, exercising regularly, or following other healthy habits. These lifestyle factors could independently contribute to a lower risk of heart disease, making it appear as if Vitamin E intake is the causal factor, when in fact, it might not be.

This lurking variable satisfies the definition because it confounds the association between Vitamin E intake and the risk of heart disease. It is a variable that is associated with both the explanatory variable (Vitamin E intake) and the response variable (risk of heart disease) but is not accounted for in the analysis. Hence, it creates an alternative explanation for the observed association, potentially leading to an incorrect conclusion about the true effect of Vitamin E on heart disease risk.

What is your feedback on the Stay Healthy at School services
?

Answers

Feedback on Stay Healthy at School services would depend on user experiences and satisfaction with the program's effectiveness in promoting health and safety in school environments.

Services like "Stay Healthy at School" can be extremely helpful in fostering kids' wellbeing by offering them the tools, advice, and assistance they need to keep a healthy atmosphere. To maintain the safety and wellbeing of kids, it is crucial for such services to put an emphasis on preventive measures, health education, sanitation, and good communication.

These services can be enhanced and customised to match the unique requirements of schools and students with the help of regular evaluations and user input.

Learn more about feedback, here:

https://brainly.com/question/13064322

#SPJ4

Research demonstrates that the social-ecological model does not apply to persons with opioid use disorder during COVID-19. True False
Research demonstrates that social factors have an important influence on COVID-19 vaccine intentions. True False

Answers

The statement "Research demonstrates that the social-ecological model does not apply to persons with opioid use disorder during COVID-19" is false,

while the statement "Research demonstrates that social factors have an important influence on COVID-19 vaccine intentions" is true

The social-ecological model applies to persons with opioid use disorder during COVID-19. The social-ecological model is a broad conceptual model used in public health to understand how various social and environmental factors affect individual behavior and health outcomes.

The model is based on the idea that health behaviors and outcomes are influenced by a complex interplay of factors at multiple levels, including individual, interpersonal, community, and societal levels.

In terms of opioid use disorder during COVID-19, the social-ecological model can help to identify the various factors that may be contributing to the problem, such as social isolation, lack of access to healthcare, and economic instability. Understanding these factors can help to inform prevention and treatment efforts, which may need to be tailored to the specific needs of individuals and communities affected by opioid use disorder.

In contrast, research does demonstrate that social factors have an important influence on COVID-19 vaccine intentions. Recent studies have shown that people's willingness to get vaccinated against COVID-19 is influenced by a wide range of social factors, including trust in public health institutions, perceived risks and benefits of the vaccine, and social norms around vaccination.

Understanding these factors can help public health officials to develop effective strategies for promoting COVID-19 vaccination and improving vaccination rates.

To know more about social-ecological model visit:

https://brainly.com/question/30390014

#SPJ11

Susan, an exercise physiologist, has been working for her local gym on a project about weightlifting and cardiovascular health benefits for men aged 35-50.Susan has been asked to gather some relevant evidence and provide a summary of recommendations that the gym can use when meeting with their clients.

Outline the approach Susan should undertake to identify good quality evidence to use in her recommendations. (4 marks)

Answers

To identify good quality evidence, Susan should conduct a thorough literature review, assess the methodology of each study, consider the author's credentials and expertise, and evaluate the funding source of the research.

As an exercise physiologist, Susan has to undertake some steps in order to identify good quality evidence to use in her recommendations. The following are the approach Susan should undertake to identify good quality evidence to use in her recommendations:

She should do a thorough review of the literature before proceeding to use the evidence she finds: This means that she should search for scientific articles on weightlifting and cardiovascular health benefits for men aged 35-50 to see if there is any evidence available. She should search for studies that have been done on this topic, preferably large sample size studies, and well-conducted randomized controlled trials.

She should also review the methodology of each study: After conducting a search, Susan should review the methodology used in each study. This is important to determine whether or not the study design is sound. She should make sure that the study was conducted with a proper sample size, well-matched controls, and a long enough follow-up period. The study should also be conducted using an appropriate statistical analysis to be considered valid.

She should also consider the author’s credentials: Susan should take note of the author’s credentials and expertise. If the author is an expert in the field, then their research is more likely to be trustworthy. She should also consider if the study was peer-reviewed, which adds more credibility to the research.

She should also consider the funding source: Susan should consider the funding source of the study. If the study was funded by a reputable organization or university, then the results are more likely to be valid than if the study was funded by a company or individual with a vested interest in the results.

To know more about exercise physiologist, refer to the link below:

https://brainly.com/question/31508368#

#SPJ11

Other Questions
Service is one of three categories of supply chain performance measurement. Which of the following metrics belong to the service category? A.Stockouts - Order fulfillment or service rate B.Variance from Target Inventory Level C.Unit distribution and transportation costs D.Responsiveness - Speed to change Describe the main areas of legislation relating to logistics and transport organisations 1. What position in the distribution corresponds to a z-score of =1.20? A. Below the mean by 1.20 points B. Selow the mean by a distance equal to 1.20 standard deviations C. Above the mean by 1.20 points D. Above the mean by a distance equal to 1.20 standard deviations A 4-year, 4.7 percent Euroyen bond sells at par. A comparable risk 4-year, 5.2 percent yen/dollar dual currency bond pays $1008.26 at maturity. It sells for 113,000. What is the implied USD/JPY exchange rate at maturity? (XXX.XX) Hint: The dual-currency bond pays 5.2 percent interest on a notional value of 100,000, whereas the par value of the bond is not necessarily equivalent to 100,000 Procter and Gamble shares are valued at $61.00 with perpetual year-end dividends of 3.1639%. What dividend payment would a holder of 750 shares receive in perpetuity assuming the share price and dividend rate remain unchanged? Which of the following exhibits the highest phagocytic activity? 1) eosinophils 2) erythrocytes 3) macrophages 4) basophils 5) neutrophils A company looking to improve its management of receivables would do which of the following? OA give risky customers extra time to pay. B. allow customers to determine when payments are due. OC. have customers provide references from banks or suppliers. OD. only check the financial health of customers when they make their first purchase. You are considering investing in a stock. You believe that the economy over the next year will be either in recession, will achieve average growth or will be a booming economy. The following table shows the probability of each state of the economy and the return on the stock given the state of the economy. What is the expected return on the stock? EconomyprobabilityreturnRecession20%-6,5%Average growth45%5.3%Booming35%10.8%a. 6.69% b. 4.87% c. 2.06% d. 4.41% 1.The customary means by which a company staffs its offices is called its staffing policy. Staffing policy is greatly influenced by the extent of a firms international involvement. What are the three main approaches to the staffing of international business operations?i. Ethnocentric staffingii. Polycentric staffingiii. Geocentric staffingiv. Regiocentric staffingA.I, III, AND IVB.I, II, AND IVC.II, III, AND IVD.I, II, AND III2. The process of identifying and attracting a qualified pool of applicants for vacant positions is called recruitment. Companies can recruit internally from among their current employees or look to external sources. When recruiting employees, from where can companies attract qualified applicants?i. Current employeesii. Recent college graduatesiii. Local managerial talentiv. Non-managerial workersA.All of mentionedB.I, II, AND IIIC.III AND IVD.I AND III3. Which is the correct answer for elements to consider when formulating production strategies?A.Capacity planning - Helps a company to produce enough output to satisfy market demand.B.Process planning Deciding the spatial arrangement of production processes within facilities and it depends on the type of production process a company employs.C.Facilities location planning - Deciding how a company will create its product and is usually determined by whether a firm uses a low-cost or differentiation strategy.D.Facilities layout planning It is best when production is placed in an optimal location so that it achieves location economies.4.What are the functions of the foreign exchange market?i. To convert one currency into another for individuals, companies, and governments.ii. Used as a hedging device to insure against adverse changes in exchange ratesiii. Used to earn a profit from currency arbitrage or other interest paying security in different markets.iv. Used to speculate about a change in the value of a currency and thereby earn a profit.A.All of mentionedB.I, III, AND IVC.I, II AND IIID.II, III, AND IV Discuss the key factors that impact location decisions. As an example, if locating a facility in India, what location decisions would a fast-food chain have to consider as compared to the location decisions of a software company? Loan Details Payment Monthly (Beginning-of-month) (PMT) Effective Annual Rate Monthly interest rate (RATE) Months to Pay Off Loan (NPER) 36Amount of Loan from Bank (PV) $5,000.00Recreate the above in excel. You seek to borrow $5,000 from a friend. You promise to repay the loan in 36 monthly repayments commencing today. If the effective annual interest (EAR) rate is 19.8% what is the amount of the monthly repayment? (answer do not include $ sign; show cents eg 100.00) Answer: Look at this data from Japanese. Don't stress about trying to pronounce the words, but rather look for patterns. Pretend that this is one of those puzzles where you try to find the differences. Answer the questions based on this data. Pay particular attention to the sounds [t], [c], and [].(Note: in this data, [] is a voiceless palatal affricate, like in chili and chocolate in English; [c] is a voiceless dental affricate, like in the word for tsetse fly.)Data from Cowan & Rakuan 1985.1. [tambo] 'paddy'2. [te] 'hand'3. [to] 'door'4. [takaj] 'high'5. [ita] 'board'6. [curi] 'fishing'7. [macu] 'pine tree'8. [kucu] 'shoe'9. [cuku] 'arrive10. [cumetaj] 'cold'11. [i] 'blood'12. [ikara] 'strength'13. [izu] 'map'14. [hai] 'bee'15. [cui] 'earth'1. Are there any minimal pairs involving [t] and [c]? If so, what are they?2. Are there any minimal pairs involving [t] and []? If so, what are they?3. Are there any minimal pairs involving [c] and []? If so, what are they?4. Are any of these sounds in contrastive distribution, complementary distribution, or free variation? If so, give examples.5. Are these three sounds all allophones of the same phoneme, allophones of two different phonemes, or allophones of three different phonemes? Explain. An electrician wants to know whether batteries made by two manufacturers have significantly different voltages. The voltage of 132 batteries from each manufacturer were measured. The population standard deviations of the voltage for each manufacturer are known. The results are summarized in the following table. What type of hypothesis test should be performed? What is the test statistic? Does sufficient evidence exist to support the claim that the voltage of the batteries made by the two manufacturers is different at the =0.1 significance level? Find solutions for your homework Find solutions for your homework businessaccountingaccounting questions and answersmidnight sun apparel company uses normal costing, and manufacturing overhead is applied to work-in-process on the basis of machine hours. on january 1 of the current year, there were no balances in work-in-process or finished-goods inventories. the following estimates were included in the current years budget. Question: Midnight Sun Apparel Company Uses Normal Costing, And Manufacturing Overhead Is Applied To Work-In-Process On The Basis Of Machine Hours. On January 1 Of The Current Year, There Were No Balances In Work-In-Process Or Finished-Goods Inventories. The Following Estimates Were Included In The Current Years Budget. Midnight Sun Apparel Company uses normal costing, and manufacturing overhead is applied to work-in-process on the basis of machine hours. On January 1 of the current year, there were no balances in work-in-process or finished-goods inventories. The following estimates were included in the current years budget. Total budgeted manufacturing overhead $ 282,000 Total budgeted machine hours 47,000 During January, the firm began the following production jobs: A79: 1,000 machine hours N08: 2,500 machine hours P82: 500 machine hours Prepare a journal entry to prorate the balance calculated in requirement 3 (Underapplied overhead = $2000) among the Work-in-Process Inventory, Finished-Goods Inventory, and Cost of Goods Sold accounts. (Do not round intermediate calculations. If no entry is required for a transaction/event, select "No journal entry required" in the first account field.) Use the following data to answer the questions:Sightings per Year of Endangered Species Across Three ForestsObservation Forest A Forest B Forest C1 23 34 232 33 29 313 28 23 274 33 26 395 19 25 346 32 27 30Mean 28.0 27.3 30.7Std dev 5.9 3.8 5.5Overall mean 28.7 Overall std. dev. 5.1REQUIREDa. Find the within sum of squares for the data using the following definition:b. Find the value of the test statistic. Compare it with the critical valueassociated with = .05.Page 4 of 16c. Rank the data, using 1 to indicate the lowest value and the average of theranks for sets of tied observations. Find the Kruskall-Wallis statistic asfollows: Students from 2011 showed that about 25% of all Vancouverresidents are using iphone. A random sample of 200 Vancouverresidents was drawn and whether they are using iphone wasrecorded.a. Provide a description of the statistic of interest.b. Identify the sampling distribution of the statisticabove. Soap Makers InternationalSeveral years ago, Ingrid Krause wanted some international expertise and applied for a transfer to her companys soap division, which is located south of Warsaw, Poland. The soap division manufactures hand soap for use in a large number of settings, from hospitals to luxury hotels. Ingrid was awarded the transfer to the soap division and was assigned to the accounting department. She is responsible for overseeing the costing and probability analysis of the various soaps and soap-making processes. During her tenure in the soap division, there were numerous changes in the number of soaps manufactured and the processes to make the different soaps. Consequently, Ingrids position required her to consider changes in the accounting processes to reflect the changes in the soap divisions business.For several decades, the companys soap-making process required a large labour force that manufactured and packaged the soap mainly by hand. Local economic changes meant that the labour force that the factory required was not as available as it had been in the past. As a result, the division was experiencing slower processing time, and more snap being rejected during inspections because of quality concerns. To address the issues related to the lack of labour availability, the divisions management decided three years ago that automation was the way to go. Consequently, over the last three years, the soap making processes have changed with the implementation of automation.The automation of the soap making processes have allowed for a much larger variety of soap and packing, a reduced direct labour force and direct labour costs, and a higher level of traceability of costs to the various soaps because of technological improvements. Soaps made for industrial applications require different ingredients, less time in processing, less time in finishing, and less time in and cheaper packaging than do soaps for the hotel industry. The costs of materials and packaging are directly traceable to the various types of soaps through new software that uses bar codes and counters to trace material costs to the various soaps directly.Ingrid feels that the current costing system should be revisited. The cost driver for allocation of the overhead costs (such as supervisory salaries and plant utilities) have always been direct labour hours cost. However, given the decline in the use of labour due to automation, Ingrid is questioning its suitability as a basis of allocation. Ingrid would like to explore activity based costing to allocate overhead costs.Ingrid has gathered cost data for two representative soaps: one sold to hospitals and one sold to hotels. Further, Ingrid has gathered data from the automated system on the amount of time each type of soap spends in the three manufacturing processes: processing, finishing, and packaging. The soap is produced in large batches, consequently, the data are adjusted to reflect the average cost per 100g of soap. The data for type of soap for one months production are in Exhibit 1.REQUIREDCalculate the costs (of direct material, direct labour, and overhead) for each of the two representative types of soap using and ABC approach for the allocation of manufacturing costs.EXHIBIT 1 COSTS FOR ONE MONTHS PRODUCTION OF SOAPCost ComponentsTotalCosts Per 100 g of soapIndustrial Soap (Hospital)Luxury Soap (Hotel)Direct Materials$4.000,000$0.40$0.80Packaging$2,000,000$0.10$0.60Direct Labour$750,000$0.14$0.15Manufacturing$5,000,000Processing$2,500,000Finishing$1,500,000Packaging$1,000,000EXHIBIT 2 TIME REQUIRED FOR ONE MONTHS PRODUCTION OF SOAPTime ComponentsTotalTime per 100 g of soapIndustrial Soap (Hospital)Luxury Soap (Hotel)Processing750,000 seconds0.2 second0.4 secondFinishing300,000 seconds0.03 second0.4 secondPackaging100,000 seconds0.006 second0.5 second What process would you design to align compensation practices in a newly-formed, 16-hospital health care system? Summarize the goals and stages of communism. How is the traditional economy of the nineteenth-century Inuit similar to the theoretical goals of communism? In order to truly understand the ethics required for accountants and to be an ethical accounting professional, what must you keep in mind? Select an answer: Ethical standards are static and unchanging