Algorithmic filtering and personalization

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Algorithmic filtering and personalization (e.g., targeted advertising, recommender systems, customized news feeds on social media) are helpful tools that allow people to navigate overwhelming information online. However, they are not without problems. Which of the following is not associated with algorithmic filtering and personalization?
Increased exposure to diverse perspectivesCreation of “filter bubbles”, where an individual’s perception of reality becomes skewed.Amplification of the confirmation bias

Increased polarization

 

please give me the correct answer with explanation. Also give me the conclusion as it is mandatory.

What is algorithmic filtering?
What is the main source of algorithmic bias?
The short answer: People write the algorithms, people choose the data used by algorithms and people decide how to apply the results of the algorithms. Without diverse teams and rigorous testing, it can be too easy for people to let subtle, unconscious biases enter, which AI then automates and perpetuates.

Definition: algorithmic filter

An evaluation of data based on some formula. Essentially, all filters rely on some algorithm; however, the term typically refers to social media and search engines, wherein users are delivered ads, videos and news stories that appeal to their lifestyle and principles. See filter.

Sigmund Freud’s contributions to psychology

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What were Sigmund Freud’s contributions to psychology and how has it evolved to today? Freud was the founder of psychoanalysis and introduced influential theories such as his ideas of the conscious and unconscious; the id, ego, and superego; dream interpretation; and psychosexual development.

How influential is Freud in today’s society?
Others developed theories that reflected their own spin on psychoanalysis, but Freud’s theory of unconscious dynamics was widely accepted. Today, a concept of the unconscious is embedded in almost every model of human behavior and in every profession from psychiatry to marketing, from coaching to teaching.
What is the contribution of Sigmund Freud to human development?
Freud contributed to personality psychology by explaining how the right balance between something called the id, ego, and superego can lead to a healthy personality. An imbalance between the three will only lead to maladaptive personalities.

Explain how the emotional effects of illness may have influenced the mother’s behavior

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Explain how the emotional effects of illness may have influenced the mother’s behavior. As an allied health care provider, explain how you would respond to the mother if she made those comments to you, rather than to her son.

Explain how you would respond to the son while keeping in mind his emotional and esteem needs.

Understandably you may be very upset by many aspects of the illness. This distress may lead to you feeling angry and irritable. You may feel resentful that you or someone you care for is seriously ill while other people are well.

How does illness affect emotional development?
Increased physical symptoms can have a negative effect on a child’s emotional health. Chronic illnesses can interfere with children’s happiness and how they feel about themselves. When children are distressed and unhappy, their illness may be harder to control.

 

Describe the effect of oral language on decoding

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Describe the effect of oral language on decoding, reading comprehension, and written expression. In addition, describe communicative strategies that teachers can use to improve Raymond’s reading and written expression skills. The answer should include:

1. A discussion with examples about how oral language affects decoding, reading comprehension, and written expression.

 

 

The development of assessment in counseling

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Identify one historical event or development and discuss ways it has impacted the development of assessment in counseling.
Distinguish between formal and informal assessment and explain how the historical event you selected might influence your use of formal and informal assessments in your future counseling practice.
Then, describe one way you might use informal assessments and one way you might use formal assessments in your future counseling practice.
Finally, identify two skills you currently possess and two skills you need to further develop related to assessment that would help you fully integrate formal and informal assessment into your future counseling practice.
Explain how you might further develop the skills you identified. Be specific and use examples to support your post.

The Importance of effective communication in radiography

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The Importance of effective communication in radiography and its impact on patients with long term illness Radiographers must possess effective communication skills to minimize any anxiety the patient may be experiencing and to provide the patient with the information that they need.

What is communication in radiography?
Written communication in radiography is primarily the use of investigation request cards and case notes. With the advent of a computerised imaging system there is an increasing reli

Cardiovascular conditions that may lead to heart failure

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Instructions
Evaluate the Health History and Medical Information for Mrs. J., presented below.
Based on this information, formulate a conclusion based on your evaluation, and complete the Critical Thinking Essay assignment, as instructed below.
Health History and Medical Information
Health History
Mrs. J. is a 63-year-old married woman who has a history of hypertension, chronic heart failure, and chronic obstructive pulmonary disease (COPD). Despite requiring 2L of oxygen/nasal cannula at home during activity, she continues to smoke two packs of cigarettes a day and has done so for 40 years. Three days ago, she had sudden onset of flu-like symptoms including fever, productive cough, nausea, and malaise. Over the past 3 days, she has been unable to perform ADLs and has required assistance in walking short distances. She has not taken her antihypertensive medications or medications to control her heart failure for 3 days. Today, she has been admitted to the hospital ICU with acute decompensated heart failure and acute exacerbation of COPD.
Subjective Data
Is very anxious and asks whether she is going to die.
Denies pain but says she feels like she cannot get enough air.
Says her heart feels like it is “running away.”
Reports that she is exhausted and cannot eat or drink by herself.
Objective Data
Height 175 cm; Weight 95.5kg.
Vital signs: T 37.6C, HR 118 and irregular, RR 34, BP 90/58.
Cardiovascular: Distant S1, S2, S3 present; PMI at sixth ICS and faint: all peripheral pulses are 1 ; bilateral jugular vein distention; initial cardiac monitoring indicates a ventricular rate of 132 and atrial fibrillation.
Respiratory: Pulmonary crackles; decreased breath sounds right lower lobe; coughing frothy blood-tinged sputum; SpO2 82%.
Gastrointestinal: BS present: hepatomegaly 4cm below costal margin.
Intervention
The following medications administered through drug therapy control her symptoms:
IV furosemide (Lasix)
Enalapril (Vasotec)
Metoprolol (Lopressor)
IV morphine sulphate (Morphine)
Inhaled short-acting bronchodilator (ProAir HFA)
Inhaled corticosteroid (Flovent HFA)
Oxygen delivered at 2L/ NC
Critical Thinking Essay
In 750-1,000 words, critically evaluate Mrs. J.’s situation. Include the following:
Describe the clinical manifestations present in Mrs. J.
Discuss whether the nursing interventions at the time of her admissions were appropriate for Mrs. J. and explain the rationale for each of the medications listed.
Describe four cardiovascular conditions that may lead to heart failure and what can be done in the form of medical/nursing interventions to prevent the development of heart failure in each condition.
Taking into consideration the fact that most mature adults take at least six prescription medications, discuss four nursing interventions that can help prevent problems caused by multiple drug interactions in older patients. Provide a rationale for each of the interventions you recommend.
Provide a health promotion and restoration teaching plan for Mrs. J., including multidisciplinary resources for rehabilitation and any modifications that may be needed. Explain how the rehabilitation resources and modifications will assist the patients’ transition to independence.
Describe a method for providing education for Mrs. J. regarding medications that need to be maintained to prevent future hospital admission. Provide rationale.
Outline COPD triggers that can increase exacerbation frequency, resulting in return visits. Considering Mrs. J.’s current and long-term tobacco use, discuss what options for smoking cessation should be offered.
You are required to cite to a minimum of two sources to complete this assignment. Sources must be published within the last 5 years and appropriate for the assignment criteria and relevant to nursing practice.

Generalized Anxiety Disorder

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Generalized Anxiety Disorder is a psychological condition that affects 6.1 million Americans, or 3.1% of the US Population. Despite several treatment options, only 43.2% of those suffering from GAD receive treatment. This week you will review several different classes of medication used in the treatment of Generalized Anxiety Disorder. You will examine potential impacts of pharmacotherapeutics used in the treatment of GAD. Please focus your assignment on FDA-approved indications when referring to different medication classes used in the treatment of GAD.

To Prepare

  • Review the Resources for this module and consider the principles of pharmacokinetics and pharmacodynamics.
  • Reflect on your experiences, observations, and/or clinical practices from the last 5 years and think about how pharmacokinetic and pharmacodynamic factors altered his or her anticipated response to a drug.
  • Consider factors that might have influenced the patient’s pharmacokinetic and pharmacodynamic processes, such as genetics (including pharmacogenetics), gender, ethnicity, age, behavior, and/or possible pathophysiological changes due to disease.
  • Think about a personalized plan of care based on these influencing factors and patient history with GAD.

 

Post a discussion of pharmacokinetics and pharmacodynamics related to anxiolytic medications used to treat GAD. In your discussion, utilizing the discussion highlights, compare and contrast different treatment options that can be used.

Utilization of indwelling urinary catheters

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Avoiding unnecessary utilization of indwelling urinary catheters would help in reducing the incidences of catheter-associated urinary tract infections (CAUTI). In an ICU unit, does the use of an indwelling urinary catheter better than intermittent catheter use in the prevention of CAUTI?

Chances of acquiring catheter-associated urinary infections

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Discuss why the quantitative method is the best method based on your project questions and data. Choose three potential designs that you could use for your project. Based on the three potential designs, determine potential analysis methods and why?

Clinical/PICOT Questions:
Do elderly patients in long-term care (P) that have a urinary Foley catheter that is placed on a Prevention Strategy Urinary Catheter Protocol (I) experience reduced chances of acquiring catheter-associated urinary infections (O) compared to those without (C) within 4 weeks of implementation?

The quality improvement will be based on a perspective that will be carried out on elderly patients in medical/surgical/telemetry. The setting for the study is West Covina, CA 76-bed hospital. The hospital provides care for patients in West Covina and the surrounding communities. The quality improvement project will also be supported by the hospital’s management at all levels. The quality improvement will involve of patients 65 years and older.