Assessing Capacity for Workplace Analytics

Assessing Capacity for Workplace Analytics

Workforce analytics requires human resource employee to provide the Chief Human Resources Officer with the best personnel in the market. The organization is established to attain a predetermined goal that requires specialized skills as well as diverse knowledge (Guenole, Ferrar, & Feinzig, 2017, chapter 3). Thus, assessing the workforce capacity help in establishing the best suiting skills either from within the company or outsourced from the job market by a recruiting agency. Workforce analytics involves collecting data to determine the capacity of employees in decision making, critical thinking, and the willingness to help other staff members. 

Question 1

Hypothesis statements

  • Better capacity to think help employee to make good decisions (Guenole, Ferrar, & Feinzig, 2017, chapter 3)
  • Willingness to develop others among employee increase productivity (Guenole, Ferrar, & Feinzig, 2017, chapter 3)

The above hypothesis requires a set of data to test their plausibility. For instance, while measuring employee capacity to think, a data analyst needs to collect the following data; employee age, level of education, and creativity. On the other hand, to test whether an employee can cognitively engage others the following data is required; employee age, year worked in the organization, amount of remuneration as well as education level. These variables used in testing the two hypotheses require internal sources. This is because determining the capacity to think and willingness to develop others in an organization can only provide accurate data among workers. However, the data can be collected from a different group, but it is supposed to come from within the study population.

Question 2

Management is an integral part of managing the day-to-day activities of the workforce. An organization is established to accomplish certain predetermined goals (KPMG International, 2015). For this reason, management looks for specific skills in the job market to recruit their staff. The management of an organization is the main stakeholder that conducts recruitment, training, and monitoring of the achievement of workers. Therefore, the management is a key stakeholder in testing employee’s capacity to think and willingness to develop other.

The workers are the other stakeholders in testing the workforce’s ability. They play a vital role in the production processes in an organization. Therefore, it is prudent for the human resource department to ensure they have the best skills to achieve their goals. The data required for the measurement of the efficiency of an organization must emanate from the workforce. The staffs are the target group of study from which the management needs to invest its resources in improving the delivery of services and increasing its revenues.

Universities and colleges institutions are stakeholders that help determine the wellbeing of skilled labor. People go through school to learn and attain skills that can help them in their life. The skills impacted among students include financial literacy, critical thinking, creativity, and teamwork. Thus, it is easier to identify workers who have gone through school from lower levels to the highest level from the school that they passed through. Thus, determining the level of education by identifying employee education background help determine the capability and willingness to help among organization staff.

Question 3

In circumstances where there are no existing data for analysis, an organization can partner with other stakeholders to determine the best-suited skills in the market (Guenole, Ferrar, & Feinzig, 2017, chapter 13). For instance, an organization can reach out to the institution to inquire about the skills that they teach their students. Through this, a recruiting organization can look for graduates from an institution that impacts their required skills. As a result, one can recruit the best staff without conducting data analysis. Moreover, a recruiting company may request a learning institution to train a specified skill to its employee rather than seek for experienced workers. This saves on the cost of recruitment and improves the capacity of the company’s employee.

An organization can also consider looking for skills among its staff or within other competing organizations (Guenole, Ferrar, & Feinzig, 2017, chapter 13). Lack of expertise in conducting analytical study can prompt a company to outsource services from outside the company. Thus, in-house recruitment is a cost-effective and efficient mode of recruitment (Guenole, Ferrar, & Feinzig, 2017, chapter 13). This is because a recruiting firm chooses among the best-performing workers to take hold of new positions. This is done by the organization internal HR department rather than recruitment of agents to do the job for the company. Given that the processes are within the organization the company has an advantage of rewarding performers and thus entrenching a culture of hard work in the workplace.

In-source recruitment is not different from in-house recruitment. It involves using the company’s resources to recruit new staff. This may involve promoting an existing employee to a new position or hiring new staff known by the company either from among its stakeholders. In-source recruitment helps the company to sustain its culture and ensure a smooth transition process (Guenole, Ferrar, & Feinzig, 2017, Chapter 13).  On the other hand, the company may find in-house or in-source recruitment limited in scope and demand for better recruitment processes. In this case, the company may opt to hire a competent agency to recruit a competent employee (Guenole, Ferrar, & Feinzig, 2017, Chapter 13). This prompt the firm to outsource recruitment services from qualified and registered agencies.

The best method of recruitment that assures of quality hire is outsourcing (Deloitte, 2017). Recruitment agencies dedicate their time, resources, and energy in finding the best skills in the market for a particular position. In addition, outsourcing presents a company with a varied choice of talent to choose from. Moreover, outsourcing saves organization resources by engaging a qualified expert to do their job while concentrating on production and service delivery (Guenole, Ferrar, & Feinzig, 2017). Through this, the company does not interrupt its operations and accord its employees the maximum time to deliver on their targets. Outsourcing model of recruitment is also scalable. The processes are conducted considering the peak and trough in the job market. Therefore, a firm is assured of skilled staff when opening for new departments.

For an organization to succeed, it needs competent staff to drive the agenda set out by the management. It requires a concerted effort by the Human Resource department and the management to have qualified staff for the job. The management of a firm has various ways through which it can conduct its recruitment mainly through workforce analytics, in-house recruitment, in-sources recruitment, and outsourcing recruitment. All these help a company gets skilled labor to fill in new positions. Among these, outsourcing is the best as it saves on the company’s resources and assures of the best skill in the market. A recruitment study of the employee to determine their capability is expensive and disrupts the processes in an organization. However, in-source and in-house recruitment motivate employee but deny the company of the best talent.

References

Deloitte. (2017). 2017 Deloitte global human capital trends.Deloitte University Press. Retrieved from https://www2.deloitte.com/uk/en/pages/humancapital/articles/introduction-human-capital-trends.html.

Guenole, N., Ferrar, J., & Feinzig, S. (2017). The power of people: Learn how successful organizations use workforce analytics to improve business performance. Cisco Press.

KPMG International. (2015). Evidence-based HR: The difference between your people and delivering business strategy. KPMG International. Retrieved from https://assets.kpmg.com/content/dam/kpmg/pdf/2015/04/evidence-basedhr.pdf.

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Assessing Capacity for Workplace Analytics

Assessing Capacity for Workplace Analytics

Workforce analytics requires the employee to provide the Chief Human Resources Officer with the best ways to recruit qualified personnel. The organization is established to attain a predetermined goal that requires specialized skills as well as other diverse labour force (Guenole, Ferrar, & Feinzig, 2017). Thus, assessing the workforce capacity help in establishing the best suiting skills either from within the company or outsourced from the job market by a recruiting agency. Workforce analytics also involves collecting data to determine the capacity of an employee in decision making, critical thinking as well as in determining the willingness to help another member of the staff. 

Question 1

Hypothesis statements

  • Better capacity to think help employee to make good decisions
  • Willingness to develop others among employee increase productivity

The above hypothesis requires a set of data to test their plausibility. For instance, while measuring employee capacity to think a data analyst require to collect the following employee age, level of education, and creativity. On the other hand, test for employee capacity to think and ability to develop other [QAD1] requires one to collect the following data; employee age, year worked in the organization, amount of remuneration as well as education level. The variables for testing the two hypotheses requires internal sources. This is because determining the capacity to think and willingness to develop others in an organization can only provide accurate data among workers. However, the data can be collected from a different group, but it is supposed to come from within the study population.

Question 2

The management is an integral part of learning the day to day activities of the work force. An organization is established to accomplish certain predetermined goals (KPMG International, 2015). For this reason, management look for specific skills in the job market to recruit their staff. Thus, the management of an organization is the main stakeholder of the recruitment, training, and monitoring of the achievement of workers. Therefore, the management is a key stakeholder in testing employee’s capacity to think as well as a willingness to develop other.

The other stakeholders involved in testing the ability of the workforce are the employees. The worker plays a vital role in the production processes in an organization. Therefore, it is prudent for the organization human resource department to ensure they have the best skills to achieve their mission and goals. The data required for measurement of the efficiency of an organization must emanate of the workforce. The staff are the target group of study from which the management need to invest its resources to increase the delivery of services and increase its revenues.

Universities and colleges institutions are stakeholders that help determine the wellbeing skilled labour. People go through school to learn and attain skills that can help them in their life. The skills impacted among students, include financial literacy, critical thinking, creativity, and teamwork. Thus, it is easier to identify workers who have gone through school from lower levels to the highest level by the way they conduct their activities. Thus, determining the level of education by engaging employee education background would help determine the capability and willingness to help among organization staff.

Question 3

In a circumstance where there is no existing data for analysis, an organization can partner with other stakeholders to determine the best suited skills in the market (Deloitte, 2017). For instance, an organization can reach out to university institution to enquire on the skills that they teach on their students. Through this, a recruiting organization can look for graduates from an institution that impact the skills that they require. Through this one can recruit the best staff without conducting data analysis. Moreover, a recruiting company may request a learning institution to train a specified skill to the employee rather than looking for experienced workers. This saves the cost of recruitment and improves the capacity of the company’s employee.

An organization can also consider looking for skills among its staff or within other competing organizations. Moreover, lack of expertise in conducting analytical study can prompt a company to outsource service delivery. In-house recruitment is cost effective and efficient mode of recruitment. This is because a recruiting firm chooses among the best performing workers to take hold of new positions. This is done by the organization internal HR determent rather than recruitment of new agency to the job for the company. Given that the processes are within the organization the company has an advantage of rewarding performers and thus inculcating a culture of hard work in the work place.

In-source recruitment is not so different from in-house recruitment. It involves using the company’s resources to recruit new staff. This may involve promoting an existing employee to new positions or hiring new staff know by the company may it from among its stakeholders. In-source recruitment helps the company to sustain its culture and a smooth transition process (Guenole, Ferrar, & Feinzig, 2017).  On the other hand, the company may find it in-house or in-source recruitment to be limited in their demand for better skills. In this circumstance, the company may opt to high a competent agency to do a recruitment process and find a competent employee for the company. Thus, outsourcing involves an organization hiring recruitment agencies to work for them.

The best method of recruitment that assures of quality hire is outsourcing. Recruitment agencies dedicate their time, resources and energy in finding the best skills in the market for a particular position. In addition, outsourcing present a company with a varied choice of a pool of talent to choose from. Moreover, outsourcing saves an organization resources by engaging a qualified expert to their job while concentrating on production or service deliver (Guenole, Ferrar, & Feinzig, 2017). Though this the company does not interrupt its operations and accord it, employees, the maximum time to deliver on their targets. Outsourcing model of recruitment is scalable. The processes are conducted in view of the peak and trough in the job market. Therefore, a firm is assured of skilled staff when opening for new departments.

For an organization to succeed it needs competent staff to drive the agenda set out by the management. Thus, this requires a concerted effort by the Human Resource department and the management. The management of a firm has various ways through which it can conduct its recruitment mainly through workforce analytics, in-house recruitment, in-sources recruitment, and outsourcing recruitment. All these help a company gets skilled labour to fill in new positions. Among this outsourcing is the best as it saves on the company’s resources and assures of the best skill in the market. A recruitment study of the employee to determine their capability is expensive and disrupt the processes of the organization. Moreover, in-source and in-house recruitment motivate employee but deny the company of the best talent.

References

Deloitte. (2017). “2017 Deloitte Global Human Capital Trends.” Deloitte University Press. Retrieved from https://www2.deloitte.com/uk/en/pages/humancapital/articles/introduction-human-capital-trends.html.

Guenole,N., Ferrar, J., & Feinzig, S (2017). The power of people: Learn how successful organizations use workforce analytics to improve business performance. Cisco Press.

KPMG International. (2015). “Evidence-based HR: The Difference between Your People and Delivering Business Strategy.” KPMG International. Retrieved from https://assets.kpmg.com/content/dam/kpmg/pdf/2015/04/evidence-basedhr.pdf.


 [QAD1]

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apanps5100 applied analytics in organizational context 2

For this assignment, you will demonstrate your developing understanding of analytics that might be used within a marketing analytics function. Remember: each of the frameworks that you are learning in this course is just one lens in an organization. That means you will also need to think about how this data lives at the intersection of the marketing department and the finance department.
Below, imagine you are an analyst at Fresh Direct and as a result of your terrific work in the past, both the Chief Financial Officer (CFO) and Chief Operating Officer (COO) of the organization need you to help them with separate, but related projects. Each person has asked you to author a one-page memo (two memos, so two pages total) to answer the question they have using your new skills with customer segmentation. You will also need to submit a third brief response (300 words) to the CEO.
In addition to what will be covered in the live session, please review this material as well (Links to an external site.). https://www.lynda.com/Business-Skills-tutorials/Customer-Segmentation/379411-2.html
Details
FreshDirect is an online-only grocery home delivery service. Begin this assignment by reading this brief outline of the services and background provided by FreshDirect. This presentation also contains some important information about how FreshDirect classifies its loyal customers that might be helpful for this assignment.
FreshDirect Background Information (attachment 1)
Then, consider this dataset. For this assignment, you are given a complete set of data with descriptions (a true luxury!). After you have reviewed this data, consider the questions from the CFO and COO. Recall that you will need to submit a one-page memo to each. A third question question from the CEO follows.

Question from CFO: Our sales our down and we need to make more money! I am willing to invest in marketing campaigns with a couple of targeted customer populations, but am not sure how many customer segments and/or which customer segments I should select to provide the best chance at increasing our sales. Which customer segments should we select and why?
Question from the COO: We have a limited number of deliveries that we can make each day and I would like to understand where we should be focusing our efforts by better understanding our customers. For example, if there are certain areas in our delivery zone where a lot of our customers are located, perhaps we could come up with new delivery techniques to increase our capacity for deliveries in those zones without a lot of investment. Can you help me better understand how our customers are segmented geographically so that we can better utilize our delivery infrastructure?
Finally, the CEO has heard that you are doing some great work and would like a summary of the analytics you are putting together for the CFO and COO. Please provide in 300 words a brief summary of your analysis and key findings for the CEO.

Assessment
This assignment is assessed based on your ability to describe the analytics that are used to understand the customer journey and sales funnel. This includes considering and justifying how your market segmentation should be considered and how marketing effectiveness can be assessed. You will also be assessed based on the clarity and brevity of your work. You should submit three memos that are appropriately written for the audience and that demonstrate your ability to communicate about analytics to others inside of the organization. Lastly, remember that this is not a frameworks course; though you are welcome to practice analytical techniques on this data, you are not required to as part of this assignment and you will not need to in order to answer the questions above.
 
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