From your readings and the lecture, which of the historical figures and/or their inventions do you feel had the most contributory influence to database technology today? Potential to influence blockchain technology?

Many historical events are part of the evolution of data. From your readings and the lecture, which of the historical figures and/or their inventions do you feel had the most contributory influence to database technology today? Potential to influence blockchain technology? Why do you feel this way?

Explain why in a detailed response.

Text Book:

Gillenson, M. (2011). Fundamentals of database systems, Edition 2. New York, New York: Wiley.

Chapter 2 & Chapter 3 Data Modeling & Data Management Systems Concepts

Present a thorough literature review of both articles by summarizing, synthesizing, and evaluating the materials.

For this literature review assignment, we are going to give you a choice of three topics to choose from. Choose one for this assignment.

  1. Myasthenia Gravis
  2. Hodgkin’s Lymphoma
  3. HIV/AIDS

Remember, for a systematic review, focus your analysis on the treatments, causes, diagnosis, and prognosis presented in the literature.
Next, conduct your research of scholarly articles. Use the WCU Online Library databases. You will need to choose two sources to include in this mini-literature review.
For this review, be sure to:

  • Select two relevant and appropriate scholarly articles that address the topic you chose.
  • Present a thorough literature review of both articles by summarizing, synthesizing, and evaluating the materials.
  • Demonstrate understanding of the content presented in the articles.
  • Include a critical assessment of the sources. Do not simply include a summary of what you have read.
  • Incorporate citations into your body paragraphs; incorporate the essential and most relevant supporting evidence eloquently and appropriately.
  • Present your writing in a clear, organized manner.
  • Provide a strong introduction and conclusion, including further questions for research.

Write about your experiences with your husband on this journey with his depression.

Case # 29- The depressed man who thought he was out of options.

Depression has become a common mental disorder in our elderly population. This has caused a global concern for occur, geriatric patients, as depression often results in a significant burden for families as well as communities. Elderly people who suffer from depression may have an inferior baseline and record for medical assessments than those individuals without depression. Despite consistent evidence of the effectiveness of antidepressants for many with depression,3particularly those with more severe depression, remission rates are disappointingly low. An AHRQ-sponsored report found that only 46% of patients experienced remission from depression during 6 to 12 weeks of treatment with second-generation antidepressants. One major reason for this issue is non-adherence to medications and treatment plans. Studies have shown that patients’ age, race and ethnicity are consistently associated with predictions of outcomes. (Rossom et al., 2016).

This case study involves a 69-year old man whose chief complaint is unremitting, chronic depression. After several years of medications and treatments, he feels hopeless for a recovery from his chronic depression. This assignments seeks to explore his family and social support systems, diagnostic testing, differential diagnosis and pharmacologic treatment options for this patient.

Questions for the client

  1. How have you been sleeping lately?
  2. How many times in the last week have you had feelings of hopelessness?
  3. Are you having thoughts of harming yourself? Do you have a plan?

These questions are an important yet simple place to start when treating patients. Sleep disturbances plague much of the world’s population and have shown to be a major indicator for mental health issues. Changes in sleep neurophysiology are often observed in depressive patients, and impaired sleep is, in many cases, the chief complaint of depression (Armitage, 2007). Depressed patients with sleep disturbance are likely to present more severe symptoms and difficulties in treatment. In addition, persistent insomnia is the most common residual symptom in depressed patients and is considered a vital predictor of depression relapse and may contribute to unpleasant clinical outcomes (Hinkelmann et al., 20120. Questions involving feelings of hopelessness and suicidal ideations with or without a plan relate to issues of patient safety. Across psychiatric disorders, hopelessness is associated with suicidal ideation and behavior. A meta-analysis of 166 longitudinal studies (sample size not reported) found that hopelessness was associated with an increased risk of ideation (Ribeiro, Huang, Fox, & Franklin, 2018).

Family and social support system

Family and social support systems are imperative for any patient in recovery. If the patient is agreeable to discussions with family members, then a discussion with his wife would be helpful. Research has shown that strong support systems have a positive effect with those suffering from depression. The perceived availability of support from others can serve as a buffer against the development of a depressive episode. Positive family relationships can improve mental ill-health, while support from family members often facilitates recovery. In contrast, low levels of support have long been associated with the onset of depressive symptoms, delayed recovery, and a tendency towards chronic depression (Lyberg, 2013).

  1. Please tell me about your experiences with your husband on this journey with his depression.
  2. Have there been any significant changes or triggers recently at home? (i.e. deaths in the family, issues with children, living situation).
  3. Have there been any treatments in the past where you have noticed positive changes in your husband?

Physical exams and diagnostic tests

A complete exam, history and physical will be required for this patient. Given his age and mental health and treatment history, this will give the provider insight into the client’s physical health. Depression may co-occur with medical problems including heart disease, diabetes or cancer. Mental health issues may increase during poor physical health and cause difficulties in managing medical problems in addition to mental health issues.

Full blood work analysis including Venlafaxine therapeutic blood levels, CBC, CMP and LFT should be conducted for indicators relating to liver function, thyroid function, anemia, calcium and vitamin D levels. Thyroid function tests should be conducted as there has been a known association between hypothyroid and depressive symptoms. Depression is seen in autoimmune thyroid disorders, both in thyroiditis and normal thyroid function. The presence of thyroid peroxidase antibodies was proposed to be a vulnerability marker for depression (Gibney, 2012). Genotyping may be considered as this approach has shown to be helpful in patients who remain treatment-resistant.

Differential diagnoses

  1. Treatment resistant depression (TRD): This is the most likely and refers to the treatment of those with major depressive disorder (MDD) and the failure to create acceptable outcomes. There are several reasons why a patient may be treatment-resistant including ethnicity, gender, age, biologic factors and genetic variants.
  2. Adjustment disorder
  3. Medication-Induced Depressive Disorder

Pharmacologic agents

  1. Venlafaxine (VLX). The client is currently on 450 mg XR with good results. Venlafaxine (VLX) is a serotonin–norepinephrine reuptake inhibitor marketed for the treatment of depression disorders. It provides a reasonable second-step choice for patients with depression and is used extensively in psychiatric practice. VLX is primarily metabolised into the active metabolite O-desmethyl-VLX (ODV), with serotonin and noradrenaline reuptake inhibition properties. The mean plasma half-lives (± SD) of VLX and ODV are 5(±2) hours and 11(±2) hours, respectively (Lloret-Linares et al., 2017). Pharmacodynamic and pharmacokinetic considerations include the prolonged half-life and reduced clearance. Due to this concern, it is important to continue to monitor for renal and hepatic impairment.
  2. Desvenlafaxine up to 200 mg dose. This SNRI inhibits the reuptake of serotonin and norepinephrine. Desvenlafaxine, as desvenlafaxine succinate, is a novel salt form of the isolated major active metabolite (O-desmethylvenlafaxine) of the SNRI venlafaxine. Desvenlafaxine appears to be well absorbed after oral administration, and it has a large volume of distribution. Desvenlafaxine can be taken without regard to meals, and the absolute oral bioavailability after oral administration is approximately 80%.The mean terminal half-life (t1/2) is approximately 11 hours, and mean time to peak plasma concentrations (Tmax) after oral administration is approximately 7.5 hours. The pharmacokinetics of desvenlafaxine are minimally affected by food. Plasma protein binding of desvenlafaxine is low (30%) and independent of drug concentration (Liebowitz,& Tourian, 2010).

Take-home points

Take home points from this assignment are to never give up on finding the right therapies for our clients. There may be several reasons why a specific medication is not working as expected and by considering Pharmacodynamic and pharmacokinetic factors may assist in gaining insight as therapeutic drug monitoring may offer resolve. Pharmacogenetics is a subcategory of pharmacogenomics that refers to the role of genetic variation in response to a drug. Pharmacogenetics generally is used to refer to a specific DNA polymorphism or coding variant rather than epigenetic or transcriptomic changes across the genome. In practice, pharmacogenetics and pharmacogenomics are often used interchangeably. Pharmacokinetics (PK) refers to how a drug moves through an individual’s body.  A drug’s PK includes its absorption, distribution, metabolism, and elimination, all of which affect the drug’s effect by altering the drug’s concentration at its site of action. (Preskorn & Hatt, 2013). The importance of this lies with how much of the drug is reaching the brain, not necessarily how much of the drug is taken orally.

References

Armitage R. Sleep and circadian rhythms in mood disorders. Acta Psychiatric Scand Suppl. 2007;115(433):104–115.

Gibney SM, Drexhage HA. Evidence for a dysregulated immune system in the etiology of psychiatric disorders. J Neuroimmune Pharmacol. 2013;8(4):900–920. doi: 10.1007/s11481-013-9462-8.

Hinkelmann K, Moritz S, Botzenhardt J, et al. Changes in cortisol secretion during antidepressive treatment and cognitive improvement in patients with major depression: a longitudinal study. Psychoneuroendocrinology. 2012;37(5):685–692.

Liebowitz, M. R., & Tourian, K. A. (2010). Efficacy, safety, and tolerability of Desvenlafaxine 50 mg/d for the treatment of major depressive disorder:a systematic review of clinical trials. Primary care companion to the Journal of clinical psychiatry, 12(3), PCC.09r00845. https://doi.org/10.4088/PCC.09r00845blu

Lloret-Linares, C., Daali, Y., Chevret, S., Nieto, I., Molière, F., Courtet, P., Galtier, F., Richieri, R. M., Morange, S., Llorca, P. M., El-Hage, W., Desmidt, T., Haesebaert, F., Vignaud, P., Holtzmann, J., Cracowski, J. L., Leboyer, M., Yrondi, A., Calvas, F., Yon, L., … Bellivier, F. (2017). Exploring venlafaxine pharmacokinetic variability with a phenotyping approach, a multicentric french-swiss study (MARVEL study). BMC pharmacology & toxicology, 18(1), 70. https://doi.org/10.1186/s40360-017-0173-2

Lyberg, A., Holm, A. L., Lassenius, E., Berggren, I., & Severinsson, E. (2013). Older persons’ experiences of depressive ill-health and family support. Nursing research and practice, 2013, 837529. https://doi.org/10.1155/2013/837529

Preskorn, S. H., & Hatt, C. R. (2013). How Pharmacogenomics (PG) Are Changing Practice. Journal of Psychiatric Practice, 19(2), 142–149. doi: 10.1097/01.pra.0000428559.01953.73

Rossom, R. C., Shortreed, S., Coleman, K. J., Beck, A., Waitzfelder, B. E., Stewart, C., Ahmedani, B. K., Zeber, J. E., & Simon, G. E. (2016). ANTIDEPRESSANT ADHERENCE ACROSS DIVERSE POPULATIONS AND HEALTHCARE SETTINGS. Depression and anxiety, 33(8), 765–774. https://doi.org/10.1002/da.22532

Ribeiro, J., Huang, X., Fox, K., & Franklin, J. (2018). Depression and hopelessness as risk factors for suicide ideation, attempts and death: Meta-analysis of longitudinal studies. British Journal of Psychiatry, 212(5), 279-286. doi:10.1192/bjp.2018.27

Discuss what an organization should consider before making a decision to purchase data mining software.

1. How do you describe the importance of data in analytics? Can we think of analytics without data? Explain.

2. Considering the new and broad definition of business analytics, what are the main inputs and outputs to the analytics continuum?

3. Where do the data for business analytics come from? What are the sources and the nature of those incoming data?

4. What are the most common metrics that make for analytics-ready data?

5. Define data mining. Why are there many names and definitions for data mining?

6. What are the main reasons for the recent popularity of data mining?

7. Discuss what an organization should consider before making a decision to purchase data mining software.

8. Distinguish data mining from other analytical tools and techniques.

9. Discuss the main data mining methods. What are the fundamental differences among them?

Historically, as the article points out, the past was a good predictor of the future. Use the posted article and any other readings from the course, book or your own external research to write an essay.

Historically, as the article points out, the past was a good predictor of the future. Use the posted article and any other readings from the course, book or your own external research to write an essay . Do you think the past is a good predictor of the future? Why or why not? Now, from a strategic planning perspective, how should nonprofit leaders deal with uncertainty and rapid change? How might strategic planning evolve to be more successful? If you have examples, please use them in your essay. Make sure you include a works cited list at the end of the essay and appropriately cite all materials used!

Discuss the need for a Request for Proposal (RFP). When would you need to create a Request for Proposal?

The vendor selection process ensures you choose a vendor to meet the organization’s needs. A Request for Proposal process provides a structure that leads to better decisions for purchasing through vendors.

Discuss the need for a Request for Proposal (RFP). When would you need to create a Request for Proposal?

Comment on the notion that anyone can steer a ship, but it takes a leader to chart a course. What does this mean? Do you agree with this? Can you give some examples?

Post your response to the weekly question. Your primary posting can end with a “tag-line” or a related question of yours.

Discussion Question: Comment on the notion that anyone can steer a ship, but it takes a leader to chart a course. What does this mean? Do you agree with this? Can you give some examples?

Discuss the differences between “pure employment-at-will” and “employment-at-will with exceptions.”

To be wrongfully terminated is to be fired for an illegal reason, which may involve violation of federal anti-discrimination laws or a contractual breach. The legal standards governing termination differ substantially depending on whether private-sector and nonunion employees or public-sector and unionized employees are being considered. As the company HR leader, you are accountable to the organization to ensure that all employee terminations are initiated and completed while maintaining strict adherence to current employment laws and EEOC guidelines.

Write a five to six (5-6) page paper in which you:

  1. Address your understanding of the term constructive discharge (What is it?). Then, identify factors courts might focus on to determine if a claim of constructive discharge exists. How might the organization avoid claims of constructive discharge? HINT: https://employment.findlaw.com/losing-a-job/constructive-dismissal-and-wrongful-termination.html
  2. Discuss the differences between “pure employment-at-will” and “employment-at-will with exceptions.” Do you believe employment-at-will is fair? If not, what is an alternative?
  3. Briefly describe what is the Montana Wrongful Discharge from Employment Act (WDEA). What do you see as benefits of this act to employees? Employers?
  4. Identify and discuss a minimum of three (3) actions organizations may want to consider as they seek to handle employee terminations legally.
  5. Go to https://research.strayer.edu to locate at least three (3) quality academic resources in this assignment. Note: Wikipedia and other websites do not qualify as academic resources.The specific course learning outcomes associated with this assignment are:
    • Develop policies that are compliant with employment laws.
    • Examine methods to assist in avoiding wrongful terminations.
    • Use technology and information resources to research issues in employment law.
    • Write clearly and concisely about employment law using proper writing mechanics.

Using course readings to support your strategy, describe how an early career counselor can develop these competencies

As our course comes to an end, your second residency where you will practice co-leading a group is around the corner. It will be helpful to consider how group leadership skills are evaluated and take time to develop.

Review the ten competencies listed in the Assessment of Group Counselors’ Competencies found in Appendix C of your Group Counseling: Concepts and Procedures text (linked in Resources). Identify at least two competencies you anticipate will require continued practice and training during fieldwork and early in your career. Using course readings to support your strategy, describe how an early career counselor can develop these competencies