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RE APPLICATION FOR UNLV MASTER OF SCIENCE FAMILY NURSE PRACTIONER
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Dear sir/madam
RE: APPLICATION FOR UNLV MASTER OF SCIENCE FAMILY NURSE PRACTIONER
Well, they say not all heroes wear caps, well in my field some wear stethoscope. The thought and the desire to advance my education and focus on aesthetic nursing triggered me to make this bold and brave decision. The decision and strong ambition to becoming a Family Nurse Practioner has led me to apply for the UNLV Master of Science Family Nurse Practioner. Growing up, I served my family members and my community through cosmetology. I knew without a doubt that I was called to bring a smile to the faces of so many individuals. As a child and adolescent, providing cosmetic services to anyone in need brought a lot of joy to my life. The satisfaction I got from the cosmetology services proved to me that I wanted to advance and become a person who deals with people and treats them physically, psychologically, emotionally and spiritually.
My mother worked as a Certified Nursing assistant and I could accompany her to the health facility on many occasions. My mother together with the nurses I interacted with made a deep impression on me. I admired how they cared for the patients and encouraged and understood the families of the patients. I loved how all of them were quick thinking and level headed because they worked in an environment that had no room for errors. What fascinated me the most was, how nurses were always the first to respond to an emergency and they cared for patients with utmost kindness and love. I really loved bringing a difference in the lives of individuals and I knew that nursing could be the best career for me. I admired how nurses could critically think as well as offer immeasurable knowledge to their patients in the simplest terms and control a confusing or devastating situation. My mother is my hero and she inspired me to pursue nursing.
I become a Registered Nurse and worked in acute care, specializing in Neuroscience and stroke. There I gained a plethora of knowledge and encountered patients with various backgrounds. During the three years working as a Registered nurse I got the chance to supervise multiple groups of nurses and the knowledge shared and the growth experienced was great. I led the junior nurses in understanding and mastering how to perfectly care for patients in an attempt to enhance patient satisfaction. I loved being a Registered Nurse but I needed something more that I could couple with the passion I had for cosmetology. Being a family Nurse Practioner I will get the chance to become a dermatologist and save many people the pain of being and feeling different because of a pigmentary disorder. Growing up I had a pigmentary disorder and I did not get the appropriate medical attention and for that reason I felt I wanted to be a dermatologist and be among the people conducting research that could cut the edge of dermatology and steer the specialty forward especially among the African America community.
I would like to join the UNLV Master of Science Family Nurse Practioner and specialize in aesthetics, because I believe every individual should get the chance to be happy and feel confident in their own skin. I strongly believe the knowledge from the course will help me promote health and serve the community better. I love a fast paced outpatient field that utilizes all the diagnosis procedures necessary to make the lives of people better. UNLV is the best place to be as it is one of its kind in Nevada, throughout my course work I will get the chance to become a Family Nurse Practioner and the best that there will be. Thank you for making the time to go through the letter .
Looking forward to hearing from you, and to joining the prestigious university and taking the course that I desire.
Yours Sincerely,
(Name).
The Improvement and Combination of Offline Physical Stores and Online Sales Strategies is a New Trend (2)
The Improvement and Combination of Offline Physical Stores and Online Sales Strategies is a New Trend
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The Improvement and Combination of Offline Physical Stores and Online Sales Strategies is a New Trend
The fashion industry has both traditional shops and online shops that are available to fulfill consumers’ purchaser interests. The plenty of choices that are available for the customers has caused a serious challenge for companies concerning the manner they ought to target consumers to sustain their competitiveness (Ashworth, 2012). After two decades of internet development as a key promotional tool, intercompany business relationships have significantly shifted. Such technical changes did not only improve the tools of promotion but also other aspects of marketing through electronic means. As a result, online marketing has emerged and companies not only view it as a promotional tool but a new form of marketing (Magrath & McCormick, 2013). Companies have massively invested in online marketing and sales in developed countries. In countries such as the United States, it has become like a routine to make online purchases, particularly for apparel products. Nonetheless, in countries such as India, people still depend largely on traditional stores like brick and motor shops. While in the recent past online shopping has become craze particularly among youngsters and teenagers, offline shopping is still considered way ahead in the fashion industry (Hua, 2016). In this case, fashion companies must integrate both online and offline marketing and sales in their strategies.
Offline Marketing
Throughout the continuous marketing growth and development by marketers and scholars have continued to develop new approaches and techniques, marketing definitions and ideas have also changed. In the 20th century, marketing was given a percipient definition that is essentially more than advertising and selling (Smith & Zook, 2012). During this period, the tools used and the changes made were pushing marketing improvements into efficiency and perfection; thus, it created misunderstandings such as the view of marketing as a process of creating needs as opposed to value (Arikan, 2011). However, different scholars have outlined various aspects of marketing that are important to create distinguished definitions of marketing. The Chartered Institute of Marketing illustrates that marketing the process of establishing, projecting, anticipating, and satisfying the requirements of customers more profitably. Such a process necessitates management decisions on pricing, promotion, product, distribution, and personal selling (Arikan, 2011). Offline marketing refers to the processes of advertising and selling using the mediums that are not connected to the internet. Its strategies primarily use offline mediums to develop the company’s awareness and its products as well as services (Smith & Zook, 2012). These campaigns include the use of print advertising such as signs and billboards, radio, and television channels. However, while the offline marketing is the traditional form of sales and advertising, the changes in the technological world and the development of the internet have resulted in the integration of offline to online marketing. Srinivasan et al., (2016) argues that because it is almost a prerequisite for companies to have websites today, the offline marketing strategies are more tied to online efforts.
Online Marketing
Kotler et al., (2018) defines online marketing as the process of applying digital technologies with online channel forms such as email, web, and database to contribute to activities of marketing to achieve profitable retention and acquisition of clients through improving customer understanding and delivering integrated targeted online communications that are aligned to their individual needs. Arikan (2011) illustrates that marketing is the process of keeping customers very close and forming strong relationships with them as well as ensuring that they are delighted and happy online. It involves a complex and dynamic dialogue where the customers are kept informed constantly with constant feedback.
Brogi et al., (2013) argue that online marketing continues to develop due to the changing online environment. Despite evolving definitions of online marketing, scholars agree that it is evolving and living alongside information technology’s development. Internet tools are considered important and indispensable in the creation of online marketing understanding and concepts. Technically the improvement of the online tool directly enhances online marketing. Arikan (2011) illustrates that online marketing has created a massive opportunity for the fashion industry to showcase its apparel products to millions of people at a given time. Some of the online strategies include social media marketing, email marketing, search engine optimization, and conversion optimization. These platforms have created an avenue through which fashion companies can engage their customers (Kotler et al., 2013). For instance, Facebook has billions of users who make social media marketing very interesting. It exposes brands to a huge population at an affordable cost (Brogi et al., 2013). Therefore, online marketing is the marketing form of the future and companies integrating it with offline marketing gain a high competitive advantage.
Role of Online Marketing in the Fashion Industry
Online marketing, if it is used in the right way, can raise the sales of the company and improve brand presence resulting in more profitability. It makes the product or brand to be available to the target audience of the firm. Rathnayaka (2018) argues that online marketing, when done, appropriately can enhance brand awareness and boost sales. Internet marketing is significant in the fashion industry because it aligns the purchasing behavior and decisions of customers. Öztamur & Karakadılar (2014) increasing number of consumers utilizes social media and other internet platforms to determine the preliminary price and product research which informs their decisions to make a purchase. Besides, online marketing enables businesses to create relationships with existing and prospective customers through low-cost, regular and personalized communication which is a significant departure from mass marketing (Rathnayaka, 2018). Online marketing is important in the fashion industry since it introduces brands and their products to the customers as they create awareness. For instance, social media platforms improve access to a wide range of populations and offer opportunities to focus on a specific target market (Rathnayaka, 2018).
Primarily, an important role of online marketing is the creation of personalized relationships with customers to retain and attract new customers. Online marketing allows personalization of offers to clients through the creation of a profile of their purchase preferences and history. Using such information brands can inform customers about new arrivals based on their preferences to create customer loyalty and retention (Blázquez, 2014). Through online marketing platforms, companies engage consumers with after-sale services such as follow-up to thank and confirm the satisfaction of a customer. Besides, online marketing creates a platform where customers can engage a brand by submitting their comments and complaints. Through these activities, the relationship between a fashion brand and consumers is enhanced.
Online marketing plays a critical role in the fashion industry concerning making sales. It enhances businesses around the clock opening of businesses without concentrating on the opening hours (Kawaf & Tagg, 2012). The products can be displayed, marketed and sold to customers in a 24-hour operational framework. Online marketing helps apparel companies to overcome the distance barrier. A brand can sell their product across the country and in other countries without opening up local outlets. Companies only have to open online shops where customers can access their products and purchase them (Rathnayaka, 2018). However, companies require having a working relationship with delivery service companies to facilitate the delivery of purchased merchandise to the individual consumer.
Relationships between Online and Offline Marketing
The relationship between online and offline marketing can be understood best through analyzing the product, price, promotion, and place which are the main components of marketing functions (Arikan, 2011). The product is defined in terms of both online and offline marketing. An online product is defined as the entity which is digitally encoded and digitally transmitted rapidly affordably and accurately. Offline product refers to anything that can be provided to a given market for acquisition or consumption that meets a need or want. The two products vary and their market behavior is different. Besides, offline products tend to behave differently in the online market. Therefore, the overall marketing environment results in the creation of integrated products that necessitate an integrated marketing approach; thus, the need for integrated online and offline marketing.
In determining prices, a brand ought to consider different steps including pricing objective, estimating the cost, establishing demand, assessment of competitors’ prices, and selecting price method and creating a price. On the other hand, online marketing prices are yet to be driven to marginal cost and one price law does not hold. Mustafi, Jost, and Nguye, (2011) argue that there are unique features that make innovations that are relative to offline marketing important and it is significant to access how the features affect successful online pricing techniques. For instance, online markets are dynamic platforms where competitors and customers can access information to influence their decisions. Pricing is such markets are considered to be sensitive and flexible (Roberts & Zahay, 2012). To reach the target customers and overcome competition, a brand must develop innovative pricing strategies for online markets.
On the promotion function, online marketing is regarded as the leading and fastest-growing type of direct marketing. Online marketing is considered as an integral part of the promotional mix of any company. It offers additional marketing instruments that help boost offline marketing activities (Mustafi et al. 2011). Primarily, online promotion utilizes communication in the internet platforms to create awareness concerning a site and also catalyze traffic into it. Online marketing is also considered as a collection of promotional techniques that uses digital platforms, for instance, social marketing, and search marketing. Roberts and Zahay, (2012) argue that online and offline promotional tools boost one another.
The place in the online platforms comprises all virtual stores while in offline marketing it entails the physical stores. The online place has a significant impact on the overall online marketing definition. Walsh et al. (2010) claim that a computer in online marketing is the place and the association between the supplier and customer is direct because customers are individually targeted. Mustafi et al., (2011) demonstrates that purchase, consumption, and distribution are critical elements in the definition of place. There products that exploit the three-element of place online while their others cannot. The product which cannot exploit the three components requires integration with the offline place to enhance their meaningfulness. Therefore, an integration between online and offline marketing is necessary for the fashion industry.
Theoretical Framework
Online-to-Offline Marketing
The online-to-offline (O2O) marketing model is key in locating customers online and influencing their visit to the real-world shops. The approach comprises of a combination of the traffic generator and payment model for merchants that promote offline purchasing. For instance, an online market cannot offer personalized designer apparel since one’s measures ought to be taken in an offline store. On the other hand, offline markets enhance access to information concerning promotions and store locations. Hence, a complementary model that helps fashion businesses to attract additional customers to their physical stores is essential. Chiang, Lin, and Huang, (2018) argue that the increase of social network marketing has enhanced the ability of consumers to access preferential information concerning different products from the channels and make purchases from physical stores. Leung et al. (2016) argue that O2O marketing has become an integral topic regarding channel integration. Consumers tend to factor various issues that impact their choice of the most appropriate medium to use in their transactions. For example, customers seeking to access quick information often select online stores using their handsets. On the other hand, consumers who want to try or test a product will always visit a physical store (Chiang et al, 2018). In this view, the factors that influence consumers’ searching and purchasing behavior concerning marketing and purchasing are very important.
E-commerce is growing at a faster rate compared to other channels across the globe. Chain et al. (2018) argues that the chances of online mediums eliminating offline markets are significantly impossible because the retail industry has transformed into the new online-to-offline concept where the two channels share similar significance in attaining prosperity. In this case, brands that seek to enhance their retailing commerce are expected to learn about O2O and how it benefits the fashion industry. The fashion industry benefits from the O2O model to market and advertises its products online to target potential customers create awareness and influence them to make purchases in the physical shops (Chiang et al, 2018). The O2O model advocates for the use of online platforms to expand brand popularity while becoming complements to the physical stores as opposed to competitors.
Online-to-Offline Search Process Adoption Factors
Yang et al. (2016) factors the availability of information concerning the product and establishes that the meaningfulness of the information impacts customers when selecting an appropriate channel for searching. The availability of information on online channels is the primary reason for customers to use them for searching and selecting products. When consumers can access information that helps them make price comparisons in a channel, they often tend to make a search and purchase on the same platform (Sarkar & Das, 2017). As a result, consumers who factor the availability of information are likely to search for products using online platforms.
Media richness is another component of O2O that enhances marketing channels which pass information to customers and assist them to make critical purchase decisions. Different scholars demonstrate that media richness significantly influences the way individuals search for product information. Gibson & Cantijoch, (2013) illustrate that customers affected by media richness transforms their intentions and always embrace online commerce to search for different information on a product. Both online and offline platforms offer a varying amount of media richness (Chiang et al, 2018). For instance, if customers want to access timely feedback as well as in-depth information on a product it is easier to engage a salesperson in an offline store.
Consumers are also influenced by search convenience. A majority of consumers often search for a channel that can easily and quickly relay product information. In this case, online channels often provide faster outcomes concerning the search for information on a product. Moreover, the online platforms are very convenient since consumers can search for the required information in the comfort of their homes or offices using their computers or mobiles. Studies illustrate that consumers’ choice of a channel is directly influenced by its convenience (Mahrous, 2016).
Consumers also factor the tangibility of the product. Chiang et al, (2018) argue that customers who do not buy products through online platforms do so since the online platforms do not give them access to assess the actual product quality. In this case, customers tend to evaluate the quality of the product at the physical store to minimize uncertainty. Besides, numerous researches demonstrate that tangibility is central in O2O marketing. Therefore, customers who consider product tangibility often tend to search for their products using offline platforms (Chiang et al., 2018).
Xiao & Dong (2015) argue that consumers are often concerned with how enjoyable a search process is when using a channel. Therefore, the platform that has hedonic aspects that enhances shopping experiences creates traffic. Different studied showed that consumers who are concerned with search enjoyment are likely to search for information in offline stores (Sarkar & Das, 2017). Consumers preferring to search for products in the stores often do so since they experience more pleasure in shopping and can get more face-to-face interactions with the staff compared to online platforms (Chiang et al, 2018).
Online-to-Offline Purchasing Process Factors
The product variety is one of the critical factors that consumers consider in the purchasing process. Shen et al., (2016) claim that when stores offer a high product variety, there are chances to attract more consumers who purchase products there. However, if a store offers assorted goods, customers may shift their purchase channels in reaction. Besides, promotion and price influence the purchase process of consumers. Anand et al., (2017) argue that prices are a significant factor that impacts on the choice of a platform to buy products. Studies have shown that consumers often use online platforms that promote products to make price comparisons and make purchases in physical stores (Chiang et al., 2018). Therefore, consumers who care about promotions and prices are likely to purchase using the online channel.
Purchase convenience is also important to consumers when they are choosing an appropriate platform to buy a product. Sarkar and Das (2017) illustrate that consumer likes to purchase a product through a platform which offers quality and efficient services concerning purchasing process. Roberts and Zahay (2012) indicate that the acquisition of a product with minimal time and mental investment is important to a customer. In this case, consumers prefer online platforms because it requires minimal time and stress. When a customer looks for a product in the offline store and does not find it, more time and energy will be spent in searching for the product in other stores. Therefore, consumers factor purchase convenience and influence their purchase through online platforms. The time of product possession may also affect the choice of a purchase platform. Research demonstrates that direct marketers often decrease the resistance of consumers to catalogs since it reduces the delivery time (Sarkar & Das, 2017). Customers may prefer offline purchases because they are guaranteed immediate ownership of the product, unlike online channel which requires customers to wait for it to be sent. In this case, customers concerned with immediate possession of a product are likely to buy using the offline channel.
The quality of sales service is also a crucial factor in choosing the appropriate channel to use in purchasing a product. Lin et al. (2013) claim that if a shop offers superior sales services, then customers may change their choice of a purchase channel. The service quality of sales comprises of assurance, responsiveness, reliability, empathy, and tangibility (Chaing et al., 2018). Consumers who factor the quality of services always purchase using offline stores since they offer superior sales services compared to online platforms.
Online purchase risk plays a critical role in impacting the decision of consumers to choose appropriate purchasing channels. The perception of uncertainty during the purchase process is considered high in online platform compared to the offline platforms. Chiang et al., 2018 postulates that customers always change their buying channels as a result of different risks that influence their purchase decisions. Consumers may fear the loss of personal information control when using an online platform. Several surveys show that online purchase potential risks impact consumers’ channel choice (Sarkar & Das, 2017).
Impact of Online Marketing on Consumer Behavior
Consumer behavior refers to a particular code of conduct where customers are identified in searching for a product and purchasing it to satisfy their needs (Mazaheri et al. 2011). Consumer purchasing behavior is considered as an internal process that occurs in the inner mind of the consumer and the decision on purchase is made based on the effect of the eternal and internal stimulus (Mittal, 2013). The online marketing platforms have made the availability of information extensive, and customers have become more powerful and knowledgeable since they can analyze information and make an informed purchase decision. As a result, enhancing the active presence and availability of information in the online platforms is essential in the business today (Mazaheri et al. 2011). The advancement of technology has resulted in the transformation of the traditional process of decision making among consumers into a more digitalized process where the use of the internet and digital platforms as a decision-making hub takes center stage (Rathnayaka, 2018). Indeed, the digital era has transformed the social trends that directly influence the changing behaviors of customers.
The dynamic and complex nature of consumer wants and needs drives marketers to change their strategies as well as to adapt to the new environments to satisfy the consumer. In the fashion industry, customers are finding exciting means of experiencing fashion purchases (Vinerean et al., 2013). Today, fashion customers have a variety of offline and online channels compared t to the past which enhances their choice experiences and marketers are capable to influence their optimal use of digital channels. The fashion industry has developed over time to embrace the trends in the work. The digital marketing culture has enhanced the ability of fashion brands to identify the preferences of consumers and how they are changing (Lee et al., 2011). Online marketing has created a platform where brands can engage consumers to identify and understand their preferences and needs. The online market has promoted customer intolerance since consumers can easily access other brands that may satisfy their needs. Besides, it has eroded consumer loyalty since customers can easily switch in the digital culture compared to the offline channels. Through the digital culture, unsatisfied consumers can easily destroy the brand reputation of a company within a short time. Therefore, companies need to be cautious and focus on offering superior sales service to overcome competition in the market (Rathnayaka, 2018).
Conclusion
While online marketing is on the rise, it is challenging for it to eradicate offline marketing and sales, particularly in the fashion industry. As such, it is effective when the two channels are integrated as illustrated by the O2O model. The online and offline platforms are supposed to support one another based on the preference of the customers. The online platform promotes convenience and accessibility of information but offline channels enhance immediate possession and superior sales service quality. Different consumers have different concerns and factors that influence their decision to use a given platform. For instance, the customers who care about tangibility, online purchase risks, and quality of service tend to use offline platform. On the other hand, customers who focus on the accessibility of information and convenience use online platforms. Therefore, fashion brands can implement the O2O model to ensure that customers can access information from the online platform about products and can also access the physical stores to make a purchase.
References
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RCR Week 11
Kaelyne Chavez
RCR Week 11
COLLAPSETop of Form
1.According to the Course Skills Notes from Week 11, what are the four main types of data that one can collect (think NOIR)? What are two examples of each of these four types? And which type is most often considered the most valid (producing the most accurate results) in a study and why?
The four main types of data that once can collect are: nominal, ordinal, interval, and ratio. Two examples of nominal data are “yes” or “no” questions and names that can be listed. Two examples of ordinal data would be names that can be ranked in order and any measuring questions like “agree” or “disagree.” Regarding interval data, two examples are centigrade temperatures and the calendar in that this data does not contain a true zero point. When looking at ratio variables, examples of this are figures which contain a true zero, so age is an example, as well as income. According to the Course Skill Notes, the data which yields the most valid results are ratio data because it is exhaustive, mutually exclusive and contains meaningful measurements between the attributes withing the data that is able to also measure the degree of absence of what is being measured.
2. According to the Course Skills Notes from Week 11, what is an “instrument” in a study, and what is its primary purpose? What are surveys and questionnaires, and what kinds of data are they usually the most useful to collect from subjects? What are “scales”/”scaling questions” in surveys and questionnaires, and what are their main purpose? Also, please choose an example of a scale from the Course Skills Notes from this week and provide its name here, as well as the type of data it usually collects, and a kind of research question it might be good to use to help answer.
The course skill notes state that an “instrument” in a study is the method for which the data is being collected and its purpose is to provide the most practical and effective data for the research study. Surveys and questionnaires are methods of collecting data in which a set of questions is presented to a number of subjects. In this type of data collection, the questions are typically most formed with purpose of defining the perspective or opinion of the subject on the designated topic. According to the Course Skill Notes, “scales” and “scaling questions” are used to assign units of analysis to categories of a variable. The purpose is to assist researchers in ordering or measuring things that would otherwise not be ordered or measured. An example of a scale from the Course Skill Notes is the “Faces Scale.” The “Faces Scale” collects data which usually elicits a person’s feelings, typically how they feel physically. This scale would be useful in a research project in which the data collection involved asking children how they felt about a given topic or how a given topic made them feel. This scale could also be useful if one was conduction research in how people, more specifically again, young children, felt who were dealing with a specific illness or disease.
3. According to the Course Skills Notes for the week, what is “validity”? What is “internal validity” and what is “external validity”? And what makes these two forms of validity different from one another? Also, what is a “confound”? Please provide an example here of one form of internal confound and one form of external confound in such a way that it demonstrates to the professor that you understand why each of these examples could conceivably negatively impact the validity of a research study. Be please as specific as you can.
According to the Course Skill Notes, validity is an indication of how sound your research is, in other words, how trustworthy it is and how much truth it contains. Internal validity is when a researcher tries to stop the results of a study from being affected by the flaws within the study itself by controlling major variables or by using standard equipment which has already been tested previously. External validity is the extent to which you can generalize your findings to a larger group or other contexts and the results can be applied to contexts other than the one the research was conducted within. The difference between internal and external validity is that internal validity, to some degree, can be controlled by the researcher; whereas external validity involves the results of the study being transferred to another group of people or situation and applying or working for that other group too. Confounds are flaws within research. An example of an internal confound is an instrumental confound in which a researcher changes the instrument or data collection method mid-way through the experiment. This could compromise the data and result in flaws because it would create inconsistencies in the data that is collected. This would then affect the results of the study as the data could not be accurately compared or represented as the data was not collected consistently throughout. An example of an external confound is population characteristics confounds in which the result of the study is likely only applicable to a certain population of people containing the characteristics necessary to participate in the study. This could be for example a study in which pregnant women are surveyed about how their pregnancy is going and how they felt day-to-day during their pregnancy. This study heavily based on the characteristics of the population it is intended for, pregnant women, and it would be difficult, nearly impossible to apply this study to women who had never been pregnant and men.
4. Finally, as usual, please take a few moments to think about your own proposed research question in relation to what we’ve learned this week in class, and please be sure to remind everyone here again what your research question is. What types of data do you think you might propose to collect (choose from NOIR)? It can, of course, be more than one type. What kind of instrument(s) do you think you might propose to use, and why? Do you think you might use a survey/questionnaire, and if so, will you use scaling questions? Again, why or why not? [It is ok if you do not want to use a scale of any kind – the point is to think on using a scale or not]. And last, what are two confounds that you may specifically need to be wary of when putting together a proposed research design (this may be based on the nature of your question, the subjects you will need to solicit for the study, whether you plan to conduct the study with human subjects vs. a data set, etc).
My proposed research question is “Why do women who previously had gestational diabetes go to develop diabetes after pregnancy?” In answering this the data, I plan to use nominal and ratio. I would use the nominal data in determining the age of the person and the age at which they were both pregnant with gestational diabetes and the age in which they then went on to develop diabetes after pregnancy. This would assist me in determining if the ages the women developed both types of diabetes line up with studies that suggest the ages and time frames in which most women develop both types of diabetes. I would then use the ratio data in, if the women were willing to share it, the results of lab tests done which showed the degree to which they had diabetes. This would assist in showing the actual results which determined the diabetes. The instruments I would use to collect my data would be surveys/questionnaires and potentially in-person or virtual interviews where I asked the subjects the same set of specific questions in order to collect the results pertaining to my research question. In the survey/questionnaire I may possibly use a Likert scale if I could formulate questions that I felt subjects in the study could potentially answer based on that scale. If not then I would like not use a scale. Two confounds that I specifically need to be wary of in regard to my research question and the study I conduct based on it would be potentially a selection bias, an internal confound, in which I am not able to randomly select participants of the study and in turn simply pick friends and family who I know have been pregnant. Other potential confounds, external confounds, could be population characteristics and interaction of subject selection and research. Population characteristics in that naturally the research conducted specifically applies to pregnant women who had gestational diabetes and then develop diabetes postpartum and not simply all pregnant women. And interaction of subject selection and research, in that if I am unable to select random participants, I would be selecting people whom I know, and this could result in invalid results.
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