Research Methods

In my work we mostly use surveys and sometimes observations. We send surveys out to all users of our systems to get feedback on how our system is working and recommendations/suggestions to improve the systems. Surveys must use careful wording in the questions to prevent confusion or bias. This method is very quick and efficient; however it is sometimes difficult to gain in-depth knowledge from a survey and there is no guarantee that the person taking the survey is being open and honest. Before a new system goes live we do a user acceptance testing and part of that participants are carefully observed in their natural setting without interference by our team Adams, Khan, Raeside and White (2007).

For Walmart, environmental sustainability has become an essential ingredient to doing business responsibly and successfully. As the world’s largest retailer, their actions have the potential to save their customers money and help ensure a better world for generations to come. At the same time, it sets the stage for a more financially stable and responsible Walmart. Their three aspirational goals are energy be supplied 100% by renewable energy, create zero waste, and sell products that sustain people and the environment. Walmart acknowledges the contribution of its employees and valued them as an important asset of the company. It is company philosophy to reward all the associates with a competitive compensation package. Apart from serving as an incentive program, it also assist the course of hiring and retaining workforce that in turn aid the company achieves its goal by serving its customers and remaining competitive in the retail industry Researchomatic (2012).

Researchers use many different methods for conducting research. Each method has advantages and disadvantages that make it suitable for certain situations and unsuitable for others. Bias is the distortion of results by a variable. Common types of bias include sampling bias, subject bias, and experimenter bias. Sampling bias occurs when the sample studied in an experiment does not correctly represent the population the researcher wants to draw conclusions about. Research subject’s expectations can affect and change the subject’s behavior, resulting in subject bias. Experimenter bias occurs when researchers’ preferences or expectations influence the outcome of their research. In these cases, researchers see what they want to see rather than what is actually there. A method called the double-blind procedure can help experimenters prevent this bias from occurring. In a double-blind procedure, neither the experimenter nor the subject knows which subjects come from the experimental group and which come from the control group Sparknotes (n.d.).


Adams, J., Khan, H., Raeside, R., & White, D. (2007). Primary data collection. In Research methods for graduate business and social science students (pp. 107-113). Thousand Oaks, CA: Sage Publications

Researchomatic. (2012). Wal-Mart Employee Compensation And Benefits Researchomatic. Retrieved from

Sparknotes. (n.d.). Research Methods in Psychology, Retrieved from

My experience with unimaginable source

I couldn’t be more grateful that it did watch this video part of OL615. Sometimes you’re drawn to exactly what your heart needs to hear. And this is exactly what my heart needed. It is tough week for me. I had hard time juggling between family, work, school work and social commitments. When I get really psyched out, I said to myself don’t be afraid, just do your job. I continued to show up to my piece of it. “Ole!” to me for having the sheer human love and stubbornness to keep showing up Gilbert (February, 2009).

As Gilbert (February, 2009) states that she had work or ideas come through her from a source that she honestly cannot identify. I had similar experiences where this unseen source ‘my angel’ saved mine, my kids and my husband’s life numerous times. It stopped me from making bigger mistakes in life and whenever I realize that I was saved or my family was saved again, I just look up and say thank you. When I am trying to think of how to code based on the requirements of the user/customer, there were lot occasions when it took me couple of day and sometimes week, for idea to come to me. When I think back on how I got that idea and I always felt like a loan to me from unimaginable source. It was hard to believe, in the first place, that this most extraordinary idea came from me.


Gilbert, E. (February, 2009) TedTalk: Elizabeth Gilbert: Your elusive creative genius.

My Approach to Leadership

As a leader, I choose the values and the ethics that are most important to me, the values and ethics I believe in and that define my character. I live them visibly every day at work. Living by my values is one of the most powerful tools available to me to help me lead and influence others. The best leadership is by influence. When followers know that you care, that you are competent, and you are consistent, the “loyalty” effect comes in to play.

Ethical leadership does impact employee relations. When supervisors were seen as less ethical, their employees feel less confident in their ability to resolve conflicts with peers. Further, employees lacking this confidence reported experiencing more conflicts with coworkers. Leaders who take ethical short- cuts may not only be compromising the local community through their behaviors they may be undermining their own efforts by destabilizing their organizations internally. In practice, consultants, coaches and other practitioners working within organizations should be on the lookout for these types of dynamics, and be prepared to discuss with leaders the possible unintended consequences of taking ethical short cuts.

I agree with Sutton’s article and his rules are still applicable to current work environments where creativity is a must. If you have talented employees then you should do something with it. If it’s creativity you want, you should encourage people to ignore and defy superiors and peers. You should reassign people who have settled into productive grooves in their jobs. And you should start rewarding failure, not just success. Creativity results from action. Creativity is a function of the quantity of work produced. Measuring whether people are doing something or nothing is one of the ways to assess the performance of people who do creative work Sutton (2002).

Reading this week on ethical issues certainly will help me in my work and in my future research if I have contact with human subjects. Now I know how important it is not to offer an ideology, or a big lie, to justify the use of any means to achieve the seemingly desirable, essential goal. In social psychology experiments, this tactic is known as the “cover story” because it is a cover-up for the procedures that follow, which might be challenged because they do not make sense on their own. Most nations rely on an ideology, typically, “threats to national security,” before going to war or to suppress dissident political opposition. When citizens fear that their national security is being threatened, they become willing to surrender their basic freedoms to a government that offers them that exchange. A good way to avoid crimes of obedience is to assert one’s personal authority and always take full responsibility for one’s actions Zimbardo (2007).


Sutton, R. (2002). Weird Rules of Creativity – Think You Manage Creativity? Here’s Why You’re Wrong .Retrieved from

Zimbardo, P. G. (2007). Investigating social dynamics: Power, conformity and obedience. In The Lucifer effect: Understanding how good people turn evil (pp. 258-292). New York: Random House.

Literature Review Importance

The literature review is important to undertake because it describes how the proposed research is related to prior research in statistics. It discusses published information in a particular subject area. It shows the originality and relevance of my research problem. It justifies my proposed methodology. It demonstrates my preparedness to complete the research.

By the literature search and review on my research question, I will discover what related statistical knowledge exists. Increase my knowledge in my research area. Avoid duplicating results of other statisticians. Justify the relevance of my proposed research.

A literature review can be just a simple summary of the sources, but it usually has an organizational pattern and combines both summary and synthesis. A summary is a recap of the important information of the source, but a synthesis is a re-organization, or a reshuffling, of that information. It might give a new interpretation of old material or combine new with old interpretations. Or it might trace the intellectual progression of the field, including major debates. And depending on the situation, the literature review may evaluate the sources and advise the reader on the most pertinent or relevant University of North Carolina at Chapel Hill (n.d.).


University of North Carolina at Chapel Hill. (n.d.). How to Write a Literature Review. [Online Tutorial]. Retrieved from

Being a Leader in Disruptive Innovation

Christensen (2012) explains disruptive innovation, is a process by which a product or service takes root initially in simple applications at the bottom of a market and then relentlessly moves up market, eventually displacing established competitors. The term is used in business and technology literature to describe innovations that improve a product or service in ways that the market does not expect, typically first by designing for a different set of consumers in a new market and later by lowering prices in the existing market.

As companies tend to innovate faster than their customers’ needs evolve, most organizations eventually end up producing products or services that are actually too sophisticated, too expensive, and too complicated for many customers in their market. Companies pursue these “sustaining innovations” at the higher tiers of their markets because this is what has historically helped them succeed. By charging the highest prices to their most demanding and sophisticated customers at the top of the market, companies will achieve the greatest profitability.

However, by doing so, companies unwittingly open the door to “disruptive innovations” at the bottom of the market. An innovation that is disruptive allows a whole new population of consumers at the bottom of a market access to a product or service that was historically only accessible to consumers with a lot of money or a lot of skill Anthony (2008).

Behaviors that characterize innovative leaders are associational thinking, questioning, observing, networking and experimenting. In addition to these important idea-generating qualities, other skills are equally important when it comes to navigating the overall innovation process given the high level of ambiguity and uncertainty which is inherent when creating business breakthroughs Christensen (2008). Personal leadership competencies are essential for success in today’s environment. Creating or doing something radically new or different that produces a significant leap forward, boundary pushing, data- intuition integration, adaptive planning, savoring surprise.

Leaders who want to make a significant difference for themselves and their organizations need to embrace new skills in today’s increasingly disruptive competitive environment. While new behaviors are important, so are new mindsets. Leading disruptive innovation requires a new set of assumptions, many of which are based in a personal sense of humility– the recognition that we do not and cannot have all the answers, and that disruptive innovation is all about finding clarity through embracing uncertainty.


Anthony, S. (2008). How to spot disruptive innovation opportunities. Retrieved from

Christensen, C. (2008). Why some people are more innovative. Retrieved from

Christensen, C. (2012). Disruptive innovation explained. Retrieved from


Creative persons differ from one another in a variety of ways, but in one respect they are unanimous: They all love what they do. It is not the hope of achieving fame or making money that drives them; rather, it is the opportunity to do the work that they enjoy doing. The process of discovery involved in creating something new appears to be one of the most enjoyable activities any human can be involved in. The conditions for flow in creativity are, the clarity of goals, knowing wow well one Is doing, balancing challenges and skills, merging of action and awareness, avoiding distractions, creativity as Autotelic experience, forgetting self, time, and surroundings Csikszentmihalyi (1996).

As McGuinness (n.d.) states a creative person is a person who creates things. You either create something or you don’t. Creative people create, by focusing on creative solutions to problems that stop most people in their tracks. No doubt there are plenty of factors that influence things along the way, but it’s hard to say definitively that any of them are the reason why creativity happens. What I have found is that every person has the genius of creativity within, it is simply different for each individual. Some people don’t believe this so their genius remains dormant until someone cares enough to drag it out of them.

I strongly agree I am a creative person and for me, creativity is simply the belief that I can do whatever I want to do. The whining combined with fear, insecurity and responsibility combined with hard work, results in the depressed and the blocked creativity.


Csikszentmihalyi, M. (1996). The flow of creativity. In Creativity (pp. 107-126). New York City, NY: HarperCollins.

McGuinness, M. (n.d.). Do You Worry That You’re ‘Just Not Creative’? Retrieved from

Culture of Courage

Franklin D. Roosevelt cautioned Americans with these words “The only thing we have to fear is fear itself” during the 1932 presidential election because he knew the power of fear to bring down an economy, to cripple a nation and to stifle the ingenuity needed to create better solutions in turbulent times. Creativity requires courage and in today’s competitive, accelerated and uncertain marketplace, creating a culture of courage that encourages employees to rise above their fears is vital to creating and sustaining competitive advantage Warrell (2014, March).

What surprised me most this week is the improve game. In this game by saying one word, they formed sentences and then a story and in this game listening is essential, as it is impossible to predict what the other person will say. Together, the players are creating something new that previously did not exist. We were working collaboratively and no one is trying to win, as the game’s point is to allow a new story creation to emerge from their collaborative effort Mohr (2011).

Words I think best describes creativity or a creative person are:



Open minded


High energy levels

Risk taking





Mohr, J. (2011). Improvising transformation: Leadership lessons from improvisational theater. In J. D. Barbour & G. R. Hickman (Eds.), Leadership for transformation (pp. 53-64). San Francisco, CA: Jossey-Bass.

Warrell, M. (2014, March). Great Leaders Build A Culture of Courage In A Climate Of Fear. Retrieved from