Category: Business and management

  • Venture uniqueness and feasibility analysis

    2026SP1 Innovation and Design (BUSA-510-OM01) AI policy for this assignment: AI Proofreading (AI-P) and AI-Preparation (AI-Prep) After reading the Nothing Unique to Offer Case Study, address the following questions in a 3-page paper. One of the six pitfalls when selecting new ventures is lack of venture uniqueness. The potential investor that George is seeking has referred to his operation as a “me too pizzeria” and is predicting his demise. Pizza is sold through chain stores (Pizza Hut, Papa John’s, Little Cesar’s etc.) small independent shops and some grocery stores. It is a proven product and does not come with a very high sticker price. Is there any truth to the potential investor’s comment? Is the lack of uniqueness going to hurt George’s chances of success? Uniqueness is not the only factor that needs to be considered when evaluating the feasibility of a new venture. Using the feasibility criteria approach analyze George’s proposed new venture. Given that there is very limited information presented, your analysis may consist of the questions that need to be answered to make a determination of the venture’s success. In addition to the uniqueness feature, what other critical factors is George overlooking? Identify and describe three, and give your recommendations for what to do about them. You are strongly encouraged to perform additional research to supplement your analysis (above and beyond the assignment details). Using the course materials as references will be considered additional research. Your paper should be 12 font, Times New Roman, double spaced. To cite your sources, please use APA7 formatting. The paper should be a minimum of 3 pages (not including cover sheet, table of contents and reference page-if all provided).

    Attached Files (PDF/DOCX): University and Academic Policies.pdf, writing rubric.pdf, Nothing Unique to Offer (1).docx

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  • Case study

    Case Study: Project Management at Choice Hotels International For the Week 4 Case Study, you will complete the following steps: Watch the “Project Management at Choice Hotels International” video ( Links to an external site.). Review the “Project Management at Choice Hotels International” video case at the end of chapter 7. Write a case study analysis with answers to the questions using your critical thinking and moral reasoning skills. Reference a minimum of 2 scholarly/peer-reviewed sources (e.g. GMC Library). Textbooks are not considered scholarly/peer-reviewed sources; however, they may still be included as supplemental references. Your assignment is to be a minimum of 500 words. Going over the minimum page length requirement is acceptable; however, I am not looking for a 10+ page essay.
  • Discussion post

    Respond to 3 discussion post. 1. I have experience using artificial intelligence mainly in my professional work and learning environment. I use AI tools to help organize ideas, improve communication, and think through complex problems. In higher education administration, AI can support tasks like data review, process improvement, and identifying patterns that may be missed when reviewing information manually. AI can help solve organizational problems by increasing efficiency and supporting better decision-making. For example, AI tools can analyze large amounts of data to identify trends, risks, or gaps. This can help leaders respond faster and plan more effectively. AI can also help streamline repetitive tasks, allowing staff to focus on work that requires human judgment and relationship building. AI can be used as a learning tool by helping users explore new topics, ask questions, and receive explanations in different ways. It encourages curiosity and supports a growth mindset. However, learning with AI still requires critical thinking. I determine whether AI-provided answers are right or wrong by cross-checking information with trusted sources, policies, or real-world experience. There are ethical concerns with AI, including data privacy, bias, and over-reliance on automated tools. In both the workplace and learning environments, AI should support human decision-making, not replace it. While ethical concerns are important, I do not believe they outweigh the benefits if AI is used responsibly, transparently, and with proper oversight. References: Deloitte. (2023). How AI, cloud, and tech are shaping the future of work. Harvard Business Review. (2023). AI is changing workand leaders need to adapt. OpenAI. (n.d.). AI tools and helps. 258 words 2. Doc and Fellow Classmates, AI is a regular part of my work. I use it to summarize large sets of documents, build timelines, and analyze both our briefs and those of opposing counsel. We also use AI-supported legal research in a closed system that relies on validated case law. Even so, human oversight remains essential. The system can surface cases that have been overruled or misjudge the importance of certain authorities, so every citation still has to be checked against the original sources. The way I use AI at work reflects what Kassa and Worku (2025) describe. AI is especially effective at handling routine, data-intensive tasks, allowing employees to focus on judgment and strategy. For example, when I enter a trial date, our system automatically generates all related statutory and rule-based deadlines. This kind of task automation and decision support is exactly what Kassa and Worku (2025) link to higher productivity and stronger organizational performance. AI manages repetitive calculations and scheduling, while humans remain responsible for interpretation and final decisions. In law, however, human oversight is non-negotiable. A Court will not excuse a missed deadline because the AI was wrong in calculating deadlines, so every date must still be verified for accuracy. I have also used AI extensively as a learning tool. I relied on it to learn spreadsheet construction and formulas that would likely have taken an entire course to master. Similarly, tools like Grammarly function almost like a constant writing instructor. By repeatedly flagging the same types of errors, it has corrected my work in real time, much the way a professor would through ongoing feedback. Over time, this consistent correction has improved my sentence structure, clarity, and overall writing style. This aligns with Technology-Mediated Learning Theory, which suggests that digital tools expand access to information and feedback, improving learning and performance (Kassa & Worku, 2025). Determining whether AI is right or wrong ultimately depends on human judgment. Hanna et al. (2025) stress accountability and nonmaleficence in medical AI, noting that developers and users must prevent harm, monitor performance, and validate systems in real-world settings. In practice, this means treating AI outputs, whether legal deadlines, case summaries, or draft arguments, as a starting point rather than a final answer, and confirming them against governing law and original documents before taking action. Hanna, M. G., Pantanowitz, L., Jackson, B., Palmer, O., Visweswaran, S., Pantanowitz, J., Deebajah, M., & Rashidi, H. H. (2025). Ethical and Bias Considerations in Artificial Intelligence/Machine Learning. Modern Pathology, 38(3), 100686. Kassa, B. Y., & Worku, E. K. (2025). The impact of artificial intelligence on organizational performance: The mediating role of employee productivity. Journal of Open Innovation: Technology, Market, and Complexity, 11(1), 100474. 3. Artificial intelligence (AI) is becoming a tool for organizations to adapt and grow in a rapidly changing workplace. In my experience, I have used AI primarily for streamlining administrative tasks, generating summaries, and exploring alternative approaches for solving problems. These tools can reduce manual work and provide data-driven insight, freeing leaders and teams to focus on strategic thinking. AI can also be used as a powerful learning resource, offering simulations, role-playing scenarios, and instant feedback to develop skills in real time (McKinsey & Company, 2023). However, knowing whether AI-provided answers are accurate requires discernment. It is essential to validate outputs with critical thinking, corroborating sources, and human expertise. AI can enhance learning and decision making, but it shouldn’t complement, not replace, judgment. additionally ethical implications must be considered. Privacy, bias, and over-reliance on algorithms are real risks that organizations need to manage through transparent policies and accountability (Wilson & Daugherty, 2018). Despite these concerns, though, I believe the benefits of AI outweigh the risks when implemented thoughtfully. AI supports efficiency, animation, and personal development, helping organizations to adapt to evolving challenges. To maximize its potential, leaders should maintain oversight, cultivate ethical AI use, and encourage employees to approach AI as a collaborative tool rather than a substitute for human insight. By balancing Innovation with the sermon, organizations can use AI to improve outcomes, solve problems more effectively, and foster continuous learning, all while maintaining ethical standards and human-centered leadership. McKinsey & Company. (2023). Superagency in the workplace: Empowering people to unlock AIs full potential. Wilson, H. J., & Daugherty, P. R. (2018). Collaborative intelligence: Humans and AI are joining forces. Harvard Business Review. 273 words
  • Demand Management Plan

    Overview

    This portfolio work project, a demand management plan, will help you demonstrate your competency in forecasting, inventory management, and scheduling.

    Scenario

    For this assignment, choose either Option 1 or Option 2. You do not need to do both. You will apply one of these scenarios in the Requirements below. Both options will be graded using the same rubric.

    Option 1

    Wild Dog Coffee Company, a locally owned company with a single coffee shop location, serves a wide selection of espresso beverages, small breakfast and lunch menu items, and a limited evening menu. The company is planning to expand the business by adding an additional location. While different menu items may be tested at the new location, their core processes will remain the same. You have been working on process improvement in preparation for the expansion and are now turning your attention to demand management.

    Your Role

    Option 1

    As an owner of Wild Dog Coffee Company, you and your two business partners are planning the opening of a second location. You need to prepare an analysis and recommendations for demand management, including forecasting, inventory, and scheduling, for your current location, so you can refine the model before opening the second location.

    Requirements

    Include the following in your demand management plan:

    • Assess the impact of advertising on product demand.
    • If using Wild Dog Coffee Company, the following basic assumptions will help you prepare a demand forecast:

    The other owners of Wild Dog Coffee Company handle the business’ marketing and sales functions, and they believe that advertising expenditures impact the sale of coffee beverages. They want you to confirm whether or not their advertising dollars are driving sales. Here is what was agreed upon by all the owners:

    Wild Dog Coffee Business Information

    QuestionsResponsesHow many espresso beverages are made each hour?30, on averageHow many ounces of espresso beans are used for each beverage?1.5 ouncesHow many hours per day is the coffee shop open?6:00 a.m.8:00 p.m., SundaySaturdayHow many days each month is the business open?364 days per year. The coffee shop is closed on Christmas day.

    You have the following six months of data to work with for pounds of espresso beans (y) used each month and monthly advertising expenditures (x):

    Espresso Bean Use and Advertising

    MonthLbs/Beans (y)Advertising Dollars (x)1987$1,05021,412$1,50031,020$1,00041,140$1,25051,322$1,50061,399$1,500

    • Analyze forecasting techniques for the selected product.
    • Use a simple linear regression model to show your forecast.
    • If using Wild Dog Coffee Company, forecast the pounds of espresso beans needed for month 7 if the advertising budget for month 7 is $1,350. Interpret the model and respond to the following questions for Wild Dog Coffee Company:
    • How many espresso beverages will the company need to prepare, on average, each day?
    • How many pounds of espresso beans will the company need, on average, each day?
    • To what extent do advertising dollars predict the need for espresso beans?
    • Prepare an inventory management analysis for the selected product.
    • In your analysis, include two different approaches to inventory management. What are the pros and cons of each system you analyzed?
    • If using Wild Dog Coffee Company, the following provides additional information you have gathered from the inventory management analysis:
    • Since Wild Dog Coffee Company is small, the company must manage inventory very carefully. While larger companies can have lots of inventory on the shelf, Wild Dog simply does not have the cash to do that. As such, you have a number of pressures for small inventories. Wild Dog does not have the ability to store a lot of beans, to cover the cost of capital, or to withstand unnecessary expenditures for taxes, insurance, and shrinkage. Shrinkage is important because roasted espresso beans only maintain their optimal freshness for two weeks.
    • Demand is approaching 1,400 pounds of espresso beans per month.
    • Only one type of espresso bean is stocked.
    • Demand is not constant on a daily or weekly basis.
    • If you run out of espresso beans at any point, you will have to close the business until the next shipment of beans arrives.
    • Espresso beans are shipped in 25-pound packages. (This is your base inventory unit.)
    • The cost per pound of beans averages $9.00.
    • Espresso beans are delivered seven (7) days after placing the order and on any day of the week.
    • Shipping is free on orders over $250. Otherwise, shipping is $19.95 per order, regardless of weight. (This is the only ordering cost you incur.)
    • Holding costs are 10 percent/year/unit.
    • Standard deviation for daily demand is 1.84 pounds.
    • Analyze workforce scheduling.
    • In your analysis, detail two different staffing scenarios for Wild Dog Coffee Company or your selected business. What are the pros and cons of each staffing scenario?
    • Use a Word table or Excel spreadsheet to show both staffing scenarios for each day of the week. Include the daily and weekly total staffing costs and number of hours worked for each employee.
    • If using Wild Dog Coffee Company, the following provides additional information you have gathered from the staffing analysis:
    • Shifts have been scheduled according to who wants to work which shift. This has generally worked out well, but you realize you need to tighten up the scheduling process in order to optimize a staffing model. Two employees are required to make a coffee beverage. One employee takes the orders, and a barista makes the coffee drink and hands it to the customer.
    • Baristas are paid $14/hour, regardless of whether they are full-time or part-time.
    • Full-time employees (up to 40 hours/week), other than baristas, are paid $12/hour.
    • Part-time employees (up to 20 hours/week), other than baristas, are paid $9/hour.
    • All full-time employees receive company benefits that equate to 15 percent of their hourly rate. (This is known as a benefits load.)
    • All full-time employees are paid at 150 percent of their regular rate for all hours worked over 40 hours per week. Full-time employees can only work a maximum of 50 hours per week. The benefits load is not applied to overtime hours.
    • All part-time employees are paid at 150 percent of their regular rate for all hours worked over 20 hours per week. Part-time employees can only work a maximum of 26 hours per week.
    • It costs $500 to hire each additional employee, and it costs $250 to terminate an employee.
    • Full-time employees are likely to resign if moved to part-time status.
    • The coffee shop is open 84 hours per week. There are two additional hours allocated each day for one employee to perform opening and closing activities. (That is, one hour is allocated for opening duties and one hour is allocated for closing duties.)
    • Your current level of staffing for coffee beverages is as follows:
    1. Baristas 1 full-time; 3 part-time.
    2. Non-barista 1 full-time; 2 part-time.
    • Recommend an inventory management system and staffing plan for a selected business and product.
    • Detail the results of your analysis for Wild Dog Coffee Company or your selected business’ product to substantiate your recommendations.

    Deliverable Format

    Requirements

    • The demand management plan is to be a minimum of 7 pages, not including the title, reference, and appendix pages.
    • Use a demand management plan template of your choice.

    Related Company Standards

    • The demand management plan is a professional document and should therefore follow the corresponding MBA Academic and Professional Document Guidelines (available in the MBA Program Resources), including single-spaced paragraphs.
    • In addition to the title and reference pages, include the following in the appendix:
    • Linear regression model for product forecasting.
    • Word table or Excel spreadsheet for staffing scenarios.
    • Use 23 scholarly or academic sources, where applicable, one of which must come from the Wall Street Journal, Forbes, or MIT Sloan Management Review. See the
    • guide for help searching a journal within the Capella Library.
    • Use APA formatting for citations and references.

    Your instructor will provide feedback as if they were the recipient of your deliverable in the workplace, using the rubric. Refer to the rubric to ensure that you meet the grading criteria for this assignment before submission.

    ePortfolio

    This portfolio work project demonstrates your competency in applying knowledge and skills required of a MBA learner in the workplace. Save this activity to your ePortfolio for future reference in the workplace.

    Competencies Measured

    By successfully completing this assignment you will demonstrate your proficiency in the following course competencies and rubric criteria:

    • Competency 1: Analyze how operations management theories and models effect the development and delivery of products or services to the marketplace.
    • Analyze forecasting techniques for the selected product.
    • Competency 2: Use logistics and supply chain management tools to manage the distribution of products and services.
    • Prepare an inventory management analysis for the selected product.
    • Competency 3: Use data to evaluate the effect of operations management decisions on organizational goals.
    • Assess the impact of advertising on product demand.
    • Analyze workforce scheduling.
    • Competency 4: Evaluate the effectiveness of operations management strategies to achieve quality and customer service goals.
    • Recommend an inventory management system and staffing plan for a selected business and product.
    • Competency 5: Communicate business needs, opportunities, and strategies with multiple stakeholders.
    • Write coherently to support a central idea with correct grammar, usage, and mechanics as expected of a business professional.

    Be sure all links are working and available to click

  • Christian worldview in strategic hr and employment law

    follow instructions

    Attached Files (PDF/DOCX): ChristianWorldviewinStrategicHRandEmploymentLawAssignmentInstructions.docx

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  • Designing Domestic and Global Supply Chain Networks discussi…

    The student will post one thread of 700900 words Read Chap. 5 in the Chopra text. Respond to each of the discussion questions at the end of the chapter. Each question must be answered thoroughly, and responses must be supported by the concepts introduced in the Learn materials. Provide a brief description of the concepts and the significance of the concepts to practice in general, as well as what problems might be resolved through successful implementation of the concepts. attached are discussion questions

    Attached Files (PDF/DOCX): pg106-107.pdf, pg105-106.pdf, pages103-104.pdf, 129.pdf, 127-128.pdf, 126-127.pdf, Liberty University Online Bookshelf_ Supply Chain Management.pdf, 124-125.pdf, 123-124.pdf, 119-120.pdf, 121-122.pdf, 120-121.pdf, 119-120.pdf, 118-119.pdf, 118.pdf, 116-117.pdf, 115-116.pdf, 114-115.pdf, 113-114.pdf

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  • Talent Acquisition – Task 2

    Introduction

    Human resources (HR) professionals enable current and future organizational competitiveness by maintaining an adequate supply of people with the knowledge, skills, abilities, and other characteristics needed to produce these resources. As a human resources professional, your ability to effectively identify your organizations need for employees, as well as plan and implement employee recruitment and selection strategies, will demonstrate solid talent acquisition practices that will directly contribute to your organizations success. This performance assessment will give you the opportunity to demonstrate these critical talent acquisition skills.

    Task 2 addresses the second step in the talent acquisition process: recruiting. This includes identifying recruitment methods, establishing recruitment objectives, creating job postings, and ensuring a diverse candidate pool.

    Scenario

    You are the newly appointed human resources director at Pruhart Tech, a midsize high-tech company located in the southeastern United States. The company is preparing for growth due to an increase in demand for its new smart home tech products.

    The companys computer programmers play a key role in the development of new smart home tech products. Currently, the company employs 20 computer programmers. The CEO wants to create a new position of senior programmer and wants to fill 10 of these roles within the next three months to lead new product development. HR has begun drafting a job description for the senior programmer position but has not been able to complete it without conducting a formal job analysis.

    Recruiting 10 senior programmers is no easy task. There is a competitive market and a shortage of qualified labor in the area. To source qualified candidates, both internal and external recruitment methods will need to be utilized. The CEO values strong teamwork and holds a belief that in-person work is the best way to achieve that. However, the CEO has agreed to reclassify the 20 current computer programmers and the 10 new senior programmers into remote positions yet wants to ensure that the newly hired employees will be able to work well within the team in a remote setting.

    Recruitment Plan

    A. Create a recruitment plan by doing the following:

    1. Recommend one recruitment metric.

    a. Explain how you would calculate the recruitment metric from part A1.

    b. Explain how the recruitment metric from part A1 is useful.

    c. Create two recruitment objectives for the recruitment metric from part A1.

    Note: You may create two recruitment objectives (goals) around more than one metric.

    2. Recommend one internal recruitment method that the organization can use to recruit for the senior programmer role.

    a. Explain the benefits of the recommended internal recruitment method from part A2.

    3. Recommend one external recruitment method that the organization can use to recruit for the senior programmer role.

    a. Explain the benefits of the recommended external recruitment method from part A3.

    Job Posting

    B. Using the attached Organizational Memo on the Proposed Hiring Plan and Pruhart Tech Job Descriptions, write an appealing external job posting (suggested length of approximately 1 page, single-spaced) for the senior programmer position by doing all of the following:

    1. Write a concise summary (suggested length of approximately 100 words) of the organization designed to attract candidates to apply for the position and promote why someone would want to work for the company.

    2. Include three knowledge areas, skills, abilities, or other characteristics (KSAOs).

    3. Include three essential duties and responsibilities.

    4. Explain four benefits, tangible or intangible, provided by the organization.

    C. Acknowledge sources, using in-text citations and references, for content that is quoted, paraphrased, or summarized.

    D. Demonstrate professional communication in the content and presentation of your submission.

    Attached Files (PDF/DOCX): Organizational Memo on Proposed Hiring Plan.docx, Pruhart Tech Job Descriptions.docx

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  • Google organizational analysis

    No instructions provided

    Attached Files (PDF/DOCX): Assn 11_Google Case_B only (2).docx

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  • Discussion Assignment Instruction place

    two separate post that need replies 250 words for each For all Discussions, each reply must incorporate at least 1 scholarly citation in the current APA format and 1 Biblical principle/verse (Note: for each reply for the Discussion: Disruptive Marketing, at least 1 Biblical verse needs to cited, in current APA format, under the Biblical Integration subject header). Any sources cited must have been published within the last five years, except for the Bible. *Note: Scholarly Marketing authored references are an authored source in which a human’s name is associated with the work. 1. sk Discussion Thread: Place – Marketing Channel Strategy in the Digital Era The concept of 4Ps-Place within the marketing mix has undergone transformative changes in recent years, particularly with the advent of digital technologies and evolving consumer behaviors. Because of this transition, traditional distribution channels have been disrupted by omni-channel strategies, digital platforms, and complex supply chain dynamics, requiring marketers to find more creative ways for their products to reach the consumers. As Proverbs 16:3 reminds us, Commit to the Lord whatever you do, and he will establish your plans (New International Version, 1978/2011 Proverbs 16:3). This biblical principle underscores the importance of strategic planning and divine guidance in establishing effective distribution channels that serve both business objectives and customer needs. This discussion synthesizes major findings from recent peer-reviewed research examining marketing channel strategies, omni-channel approaches, and the challenges organizations face in managing distribution relationships in the contemporary marketplace. Omni-Channel Marketing Strategy in the Digital Platform Era Cai and Choi (2023) provide a detailed assessment of omni-channel marketing strategies in the context of digital platforms, focusing on how businesses must combine numerous channels to create seamless consumer experiences. The authors point out that the digital platform age has profoundly changed how customers connect with companies, necessitating optimal synchronization of online and physical channels. Their findings show that successful omni-channel strategies are dependent on three essential factors: channel integration capabilities, data analytics expertise, and customer-centric approach. The study also demonstrates that firms achieving superior omni-channel performance invest significantly in technological infrastructure that enables real-time inventory visibility across channels, unified customer data management, and consistent brand messaging. Cai & Choi (2023) highlight that omni-channel excellence requires breaking down organizational silos between departments. By choosing who will be responsible for the different channels, as fragmented approaches lead to inconsistent customer experience and operational inefficiencies. Furthermore, their findings indicate that companies leveraging advanced analytics to understand cross-channel customer journeys can optimize channel mix decisions and personalize offerings more effectively than competitors relying on traditional segmentation approaches. This examination further underscores the significance of mobile platforms as essential touchpoints within omni-channel ecosystems, emphasizing that mobile devices are efficient when connecting physical and digital experiences. Therefore, this perspective is consistent with Ecclesiastes 4:9-10: Two are better than one, because they have a good return for their labor: If either of them falls down, one can help the other up (New International Version, 1978/2011 Ecclesiastes 4:9-10). In a similar manner, effective omni-channel strategies derive strength from the coordinated integration of multiple distribution channels within many different units. Reassessing Marketing Channel Strategies in the Internet Era Liu & Zhang (2022) conduct a critical reassessment of the marketing channel strategy research in the internet era, identifying both opportunities and challenges that have emerged with digital transformation. Their analysis reveals that traditional channel theory, developed primarily in brick-and-mortar contexts, requires substantial modification to address contemporary realities. In this case, the authors identify four major shifts reshaping channel strategy which consists of disintermediation and reintermediation dynamics, the emergence of platform-based ecosystems, increased channel transparency, and the blurring of boundaries between manufacturers, distributors, and retailers. One significant finding from Liu & Zhang (2022) concerns the dual nature of internet channels that claims that they simultaneously create opportunities for manufacturers to reach customers directly while also empowering intermediaries with enhanced capabilities through data and technology. This paradox requires firms to carefully evaluate whether to pursue direct-to-consumer models, maintain traditional intermediary relationships, or adopt hybrid approaches. This research reveals that successful channel strategies in the internet era depend on understanding the specific value that intermediaries provide beyond physical distributions which include customer relationship management, localized market knowledge, and service capabilities that manufacturers may lack. Liu & Zhang (2022) further note that managing channel conflict has become increasingly complex in digital environments, where price transparency and cross-channel competition heighten tensions among channel partners. Their research indicates that organizations must implement advanced governance mechanisms and incentive structures to align with their partners’ interests. Colossians 3:23-24 states, Whatever you do, work at it with all your heart, as working for the Lord, not for human masters, since you know that you will receive an inheritance from the Lord as a reward (New International Version, 1978/2011 Colossians 3:23-24). This scriptural principle underscores that ethical channel management and equitable treatment of distribution partners foster business practices that honor commitments and support enduring relationships. Managing Channel Opportunism Through Relational Embeddedness Zhou et al. (2021) examine the persistent challenges of opportunism in marketing channels, by investigating how relational embeddedness and influence strategies affect opportunistic behaviors among channel partners. Their research clearly addresses a fundamental problem in distribution management. While emphasizing on how to prevent channel partners from engaging in self-serving behaviors that undermine relationship performance. The study also effectively reveals that relational embeddedness influences the extent to which exchange partners are connected through social and structural ties and presents a paradoxical effect on opportunism. These findings demonstrate that while relational embeddedness can reduce opportunism by increasing trust and mutual dependence, it can also create conditions where partners feel entitled to exploit the relationship, particularly when they perceive power imbalances. Zhou et al. (2021) identify that influence strategies serve as critical mediating mechanisms in this relationship. Specifically, when non-coercive influence strategies such as information exchange, recommendations, and requests effectively leverage relational embeddedness to minimize opportunism. Conversely, coercive influence strategies, including threats and legalistic approaches, can backfire by damaging relational trust and even increase opportunistic behavior. This research offers significant implications for an advanced marketing channel management, thereby indicating that organizations should invest in developing robust relational ties with channel partners while employing influence strategies that reinforce cooperative norms. Zhou et al. (2021) also observe that monitoring mechanisms alone are insufficient when attempting to control opportunism in embedded relationships; instead, managers must foster shared values and mutual commitment. The study concludes that effective channel governance requires a balance between formal contracts and relational norms, as excessive reliance on either approach introduces vulnerabilities. Traditional Marketing Mix Relevance Across Behavioral Change Stages In addition, Issock et al. (2021) focus on social marketing contexts; their investigation of the different marketing mix elements across different stages of behavioral change offers valuable insights for commercial channel strategy. The study also investigates how the conventional 4Ps, including Place, fluctuate in relevance as a customer progress through stages that range from pre-contemplation to maintenance. Their findings reveal that distribution accessibility (Place) becomes particularly critical during the preparation and action stages when consumers are ready to adopt new behaviors but require convenient access to necessary products or services. The study demonstrates that channel design must consider not only product availability but also the psychological and practical barriers consumers face at different readiness levels. Issock et al. (2021) found that distribution strategies emphasizing convenience, proximity, and ease of access significantly influence conversion rates among consumers in action stages, while awareness of distribution options matters more for those in earlier contemplation stages. This suggests that firms should segment their channel strategies based on customer readiness and employ different distribution intensities and formats accordingly. Integration and Strategic Implications Synthesizing the research streams helps to reveal several critical insights into the contemporary marketing channel strategy. First, it is easy to assume that digital transformation has not eliminated the importance of the 4Ps-Place but rather has increased its complexity, requiring firms to orchestrate multiple channels simultaneously while maintaining consistency and efficiency. Second, successful channel strategies balance technological capabilities with relational management, recognizing that both infrastructure and partnerships drive competitive advantage. Third, channel governance must evolve beyond transactional controls to incorporate relational elements that build trust and align incentives among partners. Therefore, organizations must recognize that distribution excellence requires continuous adaptation as consumer behaviors, technologies, and competitive dynamics evolve. The research collectively suggests that firms should invest in three core capabilities: technological infrastructure to enable channel integration, analytical capabilities to understand cross-channel customer behavior, and relational competencies to manage partner ecosystems effectively. As Matthew 7:24-25 teaches, Therefore everyone who hears these words of mine and puts them into practice is like a wise man who built his house on the rock. The rain came down, the streams rose, and the winds blew and beat against that house; yet it did not fall, because it had its foundation on the rock (New International Version, 1978/2011 Matthew 7:24-25). Consequently, by building distribution strategies on solid foundations of technological capability, customer insight, and ethical partner relationships will create resilience against market disruptions. Conclusion The contemporary marketing landscape demands sophisticated approaches to the 4Ps-Place strategy that transcends traditional distribution models. Research demonstrates that omni-channel integration, strategic channel partner management, and adaptive governance mechanisms constitute essential elements of effective distribution strategies in the digital era. Therefore, firms must navigate the tension between disintermediate opportunities and the enduring value of channel partnerships, employing both technological solutions and relational strategies to optimize channel performance. As organizations continue to adapt to evolving consumer expectations and digital capabilities, those that build distribution strategies on the foundations of integration, insight, and integrity will achieve sustainable competitive advantage in their increasingly complex marketplace. References Cai, Y., & Choi, T. (2023). Omni-channel marketing strategy in the digital platform era. Journal of Business Research, 168, 114197. Links to an external site. Issock, P. B., Mpinganjira, M., & Roberts-Lombard, M. (2021). Investigating the relevance of the traditional marketing mix across different stages of change: empirical evidence from household recycling. Journal of Social Marketing, 11(4), 489506. Links to an external site. Liu, Y., & Zhang, H. (2022). Reassessing research on marketing channel strategies in the internet era: opportunities, challenges, and responses. Journal of Contemporary Marketing Science, 5(1), 8191. Links to an external site. New International Version Bible. (2011). Zondervan. (Original work published 1978) Zhou, Y., Yang, W., & Zhuang, G. (2021). The dilemma of relational embeddedness: mediating roles of influence strategies in managing marketing channel opportunism. The Journal of Business & Industrial Marketing, 36(6), 917932. Links to an external site. 2. JB Discussion Thread: Place Article #1 More Space for Place in Social Marketing: A Conceptual Framework The overall framework, provided by Naidoo and Issock Issock (2025), discussed how place, part of the 4P marketing mix, has not been used enough in marketing practices, and provided a framework where place is the foundation for design and research changes implemented within an organization. The authors covered that place within the marketing mix is defined inconsistently and is considered as an avenue of available goods, without regard for the important aspects of places. The article defined place as a location and setting where organizational actions occur, and provided the PNST structure. In this structure, place, network, scale, and territory are used to explain how place is relational and dynamic based on the interactions, network is how actions occur between multiple places, scale is how external and internal forces interact to influence behaviors, and territory refers to the impact of governmental structures on the location of businesses. Additionally, the authors discussed that place is not just a tactic within the marketing mix, but is an aspect that assists consumer orientation understanding, the delivery of value, and the use of evidence to ensure proper consumer segmentation (Naidoo & Issock Issock, 2025; Vandeventer et al., 2024). Practically, place can be used to change organizational behaviors, as the PNST model discussed strategy for each step, as place assists the redesign, network emphasizes the locations to ensure focused behaviors, scales identify and prioritize external and internal influences and norms, and territories consider the rules, regulations, and governance structures (Naidoo & Issock Issock, 2025). Overall, this structure provided context and recognized the complexity and multidimensional aspect of place and encouraged place to be viewed as a dynamic component of the marketing mix. Article #2- Identifying a Selection Mechanism of Distribution Channel for the Supply Chain: The Barriers to the Application of Web 3.0 Vichitsopapan et al. (2021) discussed place within an omni-channel marketing structure, where a consumer-centered distribution network involves service points, compared to physical locations only. The authors discussed this shift away from traditional distribution to include touchpoints such as stores, websites, and apps within a customer resource management platform, ensuring consumer demand is met through preferred channels. These preferences are met through the omni-channel marketing structure by gathering consumer information from online and in-person interactions, which provides data for greater inventory control through supply chain locations to place products for consumer convenience. This structure allows consumers to view products online and in-store, but also provides in-store pickup or delivery options after purchase to encourage customer choice and satisfaction. The authors discussed how data collected from consumers, such as online browsing, in-store activity, and preferences, are collected, stored, and used to personalize the consumer point of sale for the consumer, either in person or online. Vichitsopapan et al. (2021) presented the omni-channel place strategy compared to multi-channel approaches, as multi-channel approaches have more visible points or places, but lack collecting and using consumer information to personalize marketing and purchasing experiences. However, omni-channel regards place as a dynamic interaction with in-person and online options, to then use management platforms to ensure consistent and personalized consumer interactions to build trust and satisfaction, potentially leading to positive brand image and repeat purchasing (Neslin, 2022; Vichitsopapan et al., 2021). Additionally, Vichitsopapan et al. (2021) encouraged the use of place planning to ensure inventory is current and visible across multiple channels, providing flexibility for the consumer, encouraging the consumer to use multiple channels for product procurement, and allowing for proper response to consumer demand. Overall, the authors viewed place not only as individual areas for consumer interaction, but also as a multitude of touchpoints that allow consumers to view products and services, remove purchasing barriers, and build relationships and loyalty. Article #3- Retailer Marketing Mix Response when Launching a Direct Channel: Not all Retailers Are Alike With organizations introducing direct online channels in attempts to create brand value, the place of organizational transactions changes to meet consumer needs, as discussed by Van Crombrugge et al. (2025). The authors used a value creation framework and a resource-based view to assist in understanding how retailers’ place responses vary based on situational factors. The two main areas discussed regarding brand value include the billboard effect to drive brand awareness, along with the price umbrella for lower competition for price, and both of these areas impact distribution and product and service choices at the point of sale with the consumer. Within market competition by the organization, place can change product and service options and the visibility to consumers based on the avenue of interaction. The authors found that when a new competitor enters the direct channel, the availability of products decreases and the prices increase. Even though these changes occurred, the response of product offering by location was not uniform across the competitors, as the size of the retailer, the specialty of the retailer, multichannel retailers, the assortment, and the price level of the retailer varied. Regarding organizational size, consumer responses are not similar, but varied in small places, and the focus should be placed on the quality of the product offering. For larger retailers and new product offerings, the focus should remain on visibility towards the consumers and a larger variety of product offerings. Van Crombrugge et al. (2025) called for future research regarding the influence of sales, consumer interaction, both in-person and online, and how the reallocation of products to differing places impacts consumer perception and long-term loyalty for products and services offered. Biblical Integration Discussing place within the marketing mix, Exodus 18:21, Proverbs 4:26, and Matthew 21:12 provide guidance. Exodus 18:21 states, Moreover, look for able men from all the people, men who fear God, who are trustworthy and hate a bribe, and place such men over the people as chiefs of thousands, of hundreds, of fifties, and of tens (English Standard Bible, 2001). This verse, although in the Biblical context of appointing judges, is applicable for a place given that organizations that have multiple locations are in need of individuals to guide the specific locations, and should be individuals who are of integrity and honesty in guiding organizational efforts. Proverbs 4:26 states, Ponder the path of your feet; then all your ways will be sure (English Standard Bible, 2001). This verse encourages the reader to be wise in decisions, and in the context of place, organizations are to be intentional with physical locations, warehousing locations, and overall supply chain locations, as these decisions greatly impact organizational success. Lastly, Matthew 21:12 states, And Jesus entered the temple, and drove out all who sold and bought in the temple, and he overturned the tables of the money-changers and the seats of those who sold pigeons (English Standard Bible, 2001). This verse provides clarity and importance of choosing a location for business ventures, as certain locations are not suitable, given the surrounding areas, acceptable practices, and potential conflicts of interest. Conclusion Overall, the articles discussed presented the dynamic and complex nature of place within the marketing mix and marketing efforts. Naidoo and Issock Issock (2025), discussed how place has not been implemented enough within marketing practices, as the place of business, supply chain, marketing channels, among other variables significantly impact marketing efforts. Additionally, Vichitsopapan et al. (2021) discussed how omni-channel marketing efforts allow for the collection of data from consumers, dynamic interactions, and to meet the needs of consumers in a variety of avenues. With this understanding, Van Crombrugge et al. (2025)… [Content truncated to 3000 words]

  • Homework 2

    To answer the questions you will need to use Excel to analyze the HBAT dataset . Please answer the questions on the homework 2 document using the data set 100

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