Tag: Course

Business English Course #how #to #finance #a #business

#business english


Business English Courses

Whether you are the CEO, a manager, or other business professional looking to advance your career, you can choose to take a Business English course at ELC. Our Business English courses have been designed for all business professionals seeking a specialized English education with professional and experienced teachers. We offer a full range of Business English courses at our Boston center. Individual Business English courses are also available in Los Angeles and Santa Barbara.


  • Pre-course Needs Assessment
    An extensive pre-course needs assessment is sent with each course confirmation to ensure that we are meeting each student’s specific needs and goals.
  • Personal Attention
    The School Director and the Director of Courses meet with each Business English student upon arrival at the school and then arrange regular meetings with the student during their program to make sure that all aspects of their program are meeting their expectations.
  • Contemporary, Comprehensive Curriculum
    ELC’s Business English curriculum was recently updated to provide students with the most up-to-date resources, including new textbooks, and new supplemental materials that reflect the ever-evolving global workplace.
  • Small Class Size
    Our maximum class size for Group 5 courses is five students, which allows instructors to focus on each individual student and provide personalized instruction and feedback.
  • Qualified Instructors
    All Business English instructors have a university degree and specialized training in Teaching English as a Second Language. In addition, they all have experience in business and/or an MBA.
  • Presentation Practice
    Students improve their presentation and speaking skills by presenting a topic to their class and the administrative staff at the end of their course. Students also receive a Business English certificate upon completion of their presentation.
  • Flexibility and Variety
    We offer a number of different business English courses (part-time, full-time, group instruction, and individual instruction), to ensure that we have a course that meets your time constraints and English needs.
  • Business English Student Calendar
    ELC publishes a special activities calendar for Business English students, which gives students the opportunity to apply the English skills that they are learning in the classroom to an informal setting outside the classroom.
  • Ideal Location
    ELC Boston is located in downtown (Beacon Hill), the center of commerce and government in Boston.
  • Business English Lounge
    Access to a private Business English student lounge, where students can meet their classmates, peruse business journals, check email with free wifi, chat with their instructor, or review new material before class.
  • Daily Comforts
    Enjoy complimentary coffee, tea, and snacks daily as well as daily subscriptions to the leading business journals and newspapers.
  • Lunch with Teachers and Staff
    Catered lunch with teachers and staff at the end of the course.



    35 lessons per week of Business English in mini groups of no more than five students. This course is available at ELC Boston only.

Free Building an Online Business Online Course #register #business

#free online business


Building an Online Business Course

Study at your own pace!!

Course Description

Building an effective online presence is critical for growing your business as it gives your company access to thousands or millions of local, national or international customers who are searching, interacting, sharing and shopping online. In this course you will learn why you must get your business up and running on the Web using e-commerce sites, review sites and social networks. You will also learn that having a Website which is easy to navigate, is informative, and has a good domain name, the right design template and memorable Web copy will help your business stand out from the competition. The course discusses why it is important to have a presence on the mobile Web and how to attract your target audience using tools like Google AdWords. This course will be of great interest to all business owners who are thinking of setting up a Website for their business but are uncertain of how to go about doing it. It will also be beneficial to any company or organisation that wants their existing Website to be more effective at attracting potential customers.


To qualify for your official ALISON Diploma, Certificate or PDF you must study and complete all modules and score 80% or more in each of the course assessments. A link to purchase your Diploma certificate will then appear under the My Certificates heading of your My Account page.


Learning outcomes
– How the internet will help your business to attract customers and encourage growth;
– Creating effective design;
– Getting your website found on Google search;
– Getting your website to show up in a local search;
– How a mobile website is important;
– Learn about Google Analytics;

Building an effective online presence is critical for growing your business as it gives your company access to thousands or millions of local, national or international customers who are searching, interacting, sharing and shopping online. In this course you will learn why you must get your business up and running on the Web using e-commerce sites, review sites and social networks. You will also learn that having a Website which is easy to navigate, is informative, and has a good domain name, the right design template and memorable Web copy will help your business stand out from the competition. The course discusses why it is important to have a presence on the mobile Web and how to attract your target audience using tools like Google AdWords. This course will be of great interest to all business owners who are thinking of setting up a Website for their business but are uncertain of how to go about doing it. It will also be beneficial to any company or organisation that wants their existing Website to be more effective at attracting potential customers.

Not for download or distribution.

03 December 2012

Course Duration (Avg Learner):

Minimum Grade/Class Level:

Elīna Ciunele Latvia It gives you a very basic information about online business and google products 2016-07-19 12:07:00

Esther F United Kingdom Loved this course. It was simple and straight to the point. I loved the fact that we were given practical steps to take. Would highly recommend. 2016-07-15 18:07:06

Sonya Rooks United States of America Really informative. Thanks 2016-07-14 21:07:00

Jens Abustan [[]] To learn a lot of ideas about online business 2016-07-07 04:07:51

Jens Abustan [[]] To build a business through online 2016-07-07 04:07:29

Said Fuad Kenya Very informative 2016-07-04 13:07:14

Suzanne Sanders United States of America Good review of the processes; however, feel a bit outdated. Nevertheless, as always–appreciate the leg up folks! 2016-06-07 00:06:26

Rachit Gupta India It was a great Learning Experience. 2016-05-27 10:05:08

Lim Chieh Fu United States of America A nice course, just my opinion, maybe can add more information about how to do online businesses, such as selling, transactions, marketing. Thanks Alison! 2016-05-27 07:05:13

Ajmal Ashraf India It’s a good course mentioning the “GOOGLE” way of setting up online businesses. 2016-05-26 20:05:21

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InDesign classes, Adobe InDesign training classes Los Angeles, Learn Adobe InDesign los Angeles, Long


Adobe InDesign Classes

Hands-on Live Computer Training Class in Adobe InDesign in Los Angeles, California

We provide Adobe InDesign classes in Los Angeles area in our computer training center. Adobe InDesign is the most popular industry standard layout software in the market. It is used to create advertisements, brochures, newspapers, magazines and flyers.

In the Adobe InDesign class students will learn to use the Tools, Create Graphics and Text, Making Changes to Graphics, Drawing Lines, Drawing Boxes, Changing Fonts, Moving Text and Graphics Around, Rotating Text, Drop Shadow, Master Pages, Page Numbering, Columns, Gradient Shading, Drop Caps, Insert Images, Create Brochures, Newsletters and much more. The Adobe InDesign class is 100% hands-on with a very low student to teacher ratio. The students will receive a certificate at the end of the Adobe InDesign training.

What makes us #1 in training classes:

  • Serving the community since 1989
  • 100% Hands-on live classes
  • One computer per person
  • Knowledgeable Patient Instructors
  • Discount on multiple classes
  • Guaranteed Learning: We are so confident that you will love our classes that we offer a guarantee. If after 1 hour and before 1 hours is up, you do not LOVE the class, you can cancel the class and get a full refund
  • Best quality and price, Guaranteed
  • Small student to teacher ratio for maximum attention
  • Certificate upon completion of the course
  • Day time, Evening and Saturday classes
  • Professionally prepared workbook for use in class and for your future reference
  • Flexible Schedule for the classes

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Certification Agency #certification #agency, #professional #clinical #nutritionist #training, #health #care #examination, #certification, #ccn #examination,



The Clinical Nutrition Certification Board (CNCB) is a 501(c)(3) non-profit tax-exempt certification agency which provides professional training, examination and certification for health care practitioners.

The discipline of Human Clinical Nutrition applies principles derived from current biochemical and physiological scientific knowledge for the purpose of promoting optimal health while recognizing biochemical individuality. The Certified Clinical Nutritionist assesses a person s nutritional needs to achieve normal physiological function. Assessment includes the use of appropriate test and observations such as case history, anthropomorphic measurements, physical signs, laboratory tests, and nutrition/lifestyle analysis to determine an educational nutrition program. Assessment also provides the basis for referral to a licensed physician, or other health care professional.

The educational protocol may include, among other information, nutrition / lifestyle modification, nutritive supplementation, understanding of physiological/biochemical pathways, and evoking of regenerative processes.

The Purpose of Certification

The Certified Clinical Nutritionist (CCN) Examination establishes reputable standards of excellence.

Creation of a quality examination, based on a validated scope of practice which appropriately represents the field of clinical nutrition.

Candidate access to the broad scope of clinical nutrition training and a mechanism for recertification every five years, recognizing continued competency in the field.

The CCN Examination Candidate must:

  1. Satisfy the CORE Requirements
  2. Submit Credential Review Application and College Transcripts
  3. Obtain Credential Review Approval
  4. Complete the Post Graduate Studies in Clinical Nutrition Program (PGSCN)™
  5. Achieve a passing score on the online CCN Examination

The CCN Examination processes and the examination data bank are reviewed and revised annually, in accordance with the specifications of the Role Delineation Study. The CNCB utilizes a criterion referenced passing point for each section of the certification examination.

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UC Psych, developmental psychology course.#Developmental #psychology #course



  • Developmental psychology course

    Promoting healthy minds

  • Developmental psychology course

    Making a difference in the lives of others

  • Developmental psychology course

    Advancing the study of mind and brain

  • Developmental psychology course

    Cutting edge research

    Department Highlights

    Developmental psychology course

    Congratulations to Oliver John on receiving the Society for Personality and Social Psychology s 2017 Block Award!

    The Block Award is SPSP’s senior career award for research accomplishment in personality psychology. It was named for Jack Block, who was known for his analytic and theoretical sophistication and depth, as well as for his broad interests. The.

    Developmental psychology course

    More education linked to better cognitive functioning later in life

    Higher levels of education are tied to later ages of peak cognitive functioning, according to new research published today in the journal PLoS One.

    The study, led by UC Berkeley researchers, examined relationships between.

    Developmental psychology course

    Congratulations to Christina Maslach on receiving the Society for Personality and Social Psychology s 2017 Application of Personality and Social Psychology Award!

    “Few 20th-century, research-based psychological constructs have become so widely recognized that dictionaries date their etymology to around the time when they were coined in a professional publication. “Burnout” is one such construct. .

    Developmental psychology course

    Congratulations to Fei Xu for being selected Fellow of the Cognitive Science Society

    Congradulations to Fei Xu who has been elected as a Fellow of the Cognitive Science Society. This is a high honor that reflects her impact on the Cognitive Science community.

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  • Pastry Diploma – Programme details #le #cordon #bleu #paris, #pastry #school, #bakery #school, #pastry


    Pastry Diploma

    Pastry training course presentation

    Le Cordon Bleu Paris has provided pastry training programmes for students from different backgrounds and cultures for more than 120 years. Le Cordon Bleu training programmes aim to teach students a comprehensive range of pastry techniques, which they can then apply to all types of cuisines. As such, these lessons provide the perfect opportunity to learn French pastry techniques alongside the best Chefs.

    Le Cordon Bleu Paris is a private higher education Institute which specializes in Culinary Arts training programmes leading to the title of professional Chef level 4 (A level or Vocational Certificate equivalent), recognized by the Commission Nationale de la Certification Professionnelle (National Commission of Professional Certification) (CNCP) and registered in the RNCP (R pertoire National des Certifications Professionnelles) (National Register of Professional Certification).
    Le Cordon Bleu Paris institute Pastry Diploma, which can be studied in a matter of months, is recognized around the globe by all those who work in the field and accredited in more than 10 countries.

    5 intakes per year: January, March, June, September and November

    Key Information

    Languages: French and English
    Duration: 9 months
    Price: 22 800 (fees include: uniform and equipment)
    Hours per week: 12 to 15 hours
    Entry requirements. candidates must be at least 18 years of age and must have obtained the French Baccalaureate or equivalent diploma.

    In France, a number of diplomas are available for working in the pastry field or as a pastry Chef, such as the CAP (certificat d’aptitude professionnelle) in Pastry Ice Cream – Chocolate Confectionery and Vocational A levels in pastry. Depending on their chosen training programme, students spend several years studying before embarking on a career in pastry.

    Throughout Le Cordon Bleu Pastry Diploma, students are trained in all French pastry techniques by distinguished Chefs. The programme covers all the French pastry techniques necessary for creating a multitude of desserts and how to adapt them to world cuisines. Programmes are regularly updated to reflect the latest trends.

    We teach the vital ingredient: passion through our recipes. Precision, discipline and passion.

    Pastry Diploma programme details

    Under the supervision of ourpastry Chefs Instructors, lessons are divided into two parts:

    • Culinary demonstrations in front of the whole class where students become familiar with techniques taught by the Chefs
    • Practical classes where they practise the techniques learnt during the demonstration at individual work stations

    The Pastry Diploma is awarded when a student has successfully completed all three levels:

    • Basic level
    • Intermediate level
    • Superior level

    All students, even those with professional experience, must start with Basic level before continuing on to Intermediate and Superior.
    For each level successfully completed, students are awarded a certificate to prove their skills. To obtain the Pastry Diploma, students must successfully complete Superior level.

    Pastry Diploma

    The pastry training programme is aimed at all those who are passionate about pastry whether novices or with experience.
    The pastry course is for those who want to become highly proficient in pastry.
    The school curriculum has been structured so that students can learn the techniques, step by step, to become accomplished Chefs and deal with any culinary challenge with which they may be faced. The programme is aimed at both those who have just been awarded a bachelor’s degree, or other graduates, and those looking for a career change or to consolidate their culinary expertise.

    Depending on their level, a number of career opportunities exist for Pastry Diploma graduates including:

    • Working in restaurant and hotel kitchens alongside prestigious pastry chefs. becoming a pastry chef, taking on responsibilities and the role of pastry chef
    • Becoming a restaurant critic and providing critiques for specialized magazines, culinary blogs and top guides such as the Michelin Guide, Gault et Millau, Zagat, etc
    • Launching their own business by becoming an entrepreneur and opening a restaurant, a pastry truck, a new sweet dining concept
    • Becoming a personal pastry chef and offering a range of desserts to both individuals and companies for culinary events
    • Writing articles for specialized reviews and magazines by becoming a culinary journalist
    • Teaching apprentice Chefs by becoming a Chef Instructor
    • Working on the aesthetics of dishes: food stylist, food photographer, cake designer

    Term Dates & Prices

    As well as having had the opportunity to study in a multicultural environment, Le Cordon Bleu has given me the tools and the motivation to be able to achieve my future goal: Opening my own pastry store

    The year at Le Cordon Bleu Paris is something everybody should experience at least once in their lifetime. The months are intensive and hard but when you see the final result, you cannot be anything other than speechless. I had never analyzed a glass of wine, a bottle, a grape variety, a region… Curiosity played a major role and opened my eyes to discover the beauty of this sector. Marketing, communication, management, soft skills… We touched on these subjects every day. The consultants are professionals, particularly good listeners and receptive, which is a very positive aspect.

    Marie-Sophie Guthmann, Wine and Management Programme Alumna

    Gastón Acurio is a Chef, writer, businessman, and advocate of Peruvian culinary art. He attended law school in the late 80s but his passion for cuisine was so strong that he decided to leave to study the culinary arts at Le Cordon Bleu Paris. He came back to Paris, France in 2015 to open a new restaurant.

    Gaston Acurio, Grand Diplôme Alumnus

    My internship at Pierre Herme was an amazing experience for me. I sharpened the skills that I developed at the school during the 2 months I spent there. I worked in every department, from base production to dessert dressing and I also had the chance to meet and work with very strong and capable chefs.

    Ozge Gultekin, Pastry Diploma alumna

    The time I spent studying at Le Cordon Bleu exceeded all my expectations. I was taught by the best Chefs, working with the best possible raw materials and experiencing life in Paris, the world’s pastry capital.

    David Laor, Pastry Diploma Alumni

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    American CPR Training™ #cpr, #cpr #training #classes, #first #aid #training, #first #aid #at #work,


    Our price is lower than the manufacturer’s minimum advertised price. As a result, we cannot show you the price in catalog or the product page.

    You have no obligation to purchase the product once you know the price. You can simply remove the item from your cart.

    Our price is lower than the manufacturer’s minimum advertised price. As a result, we cannot show you the price in catalog or the product page.

    You have no obligation to purchase the product once you know the price. You can simply remove the item from your cart.

    the Time, the Price, and TWICE the Fun!

    CPR Training, AED Courses, First Aid Classes and 100 ‘s of other OSHA Safety Training Topics

    Train in an accelerated format at your location (training at work, home, you name it – we come to you!) using the knowledge of the industry’s leading professionals, presented in an entertaining and informative manner. Our OSHA Safety Training Classes are offered in a “corporate style”, streamlined format

    Save a Life A.C.T. Now!

    American CPR Training . Be sure to try our On-Line Price Quote Form for group training at your facility. CPR. First Aid. AED. BBP. Forklift OSHA Safety Classes.

    Just click the ‘Get a Quote Now ‘ button on to the right to get a quote now for American CPR Training . America’s Favorite CPR, AED First Aid Training . Have a Safe Day.


    On-Site GROUP CPR, First Aid, AED, OSHA BBP Training Quotes

    American CPR Training offers many OSHA Compliance Safety Training classes, courses, and programs.

    Click Here for List of OSHA Compliance Safety Training Classes Available Through American CPR Training
    (Click Here to Open or Close List)

    American CPR Training

    America’s Favorite CPR, AED First Aid Training is more than just the Leader in Safety Training throughout the US, Canada, Mexico.
    American CPR Training is ½ the Time, ½ the Price, and TWICE the Fun!
    American CPR Training also offers all aspects of Environmental Health Safety consulting, training, products, management, and services.

    Among the services we offer are:
    OSHA Forklift Safety Training. Train the Trainer, and Do-it-Yourself Industrial Lift Truck Training and Compliance Packages
    First Aid Kits. First Aid Courses. First Aid Refills First Aid Programs
    CPR Videos and DVDs. First Aid VHS or DVD – even Spanish CPR, First Aid AED Videos. Starting at $49
    Emergency Response Team Training, Emergency Response Supplies Response Team Development
    OSHA Illness Injury Prevention Programs, OSHA Training DVDs Software, and Packages
    Fire Extinguisher and Fire Safety Training

    In the News

    American CPR Training Affiliate Instructor, Tech Sergeant Earl Scott, returned from a 7 months deployment at Al Udeid Air Force base overseas in Qatar. He is originally from Brooklyn, NY but resides in Philadelphia, PA. Friends and family were anxious for his arrival. His family was told to meet at the base for an orientation about what they should expect when their loved one came home. To their surprise- Earl was already home!

    On top of being a Tech Sergeant and American CPR Training Affiliate Instructor, Earl is also a teacher, a coach, and the athletic Director at Holmesburg Christian Academy. He cares about his students and made sure he took the time to also explain to them what it was like and what he did overseas. After a little bit of R R he has returned to his normal routine, including teaching for American CPR Training . His love for teaching makes his classes “fun, highly informative and very hands-on”. He uses real world experience and provides a lot of feedback so the American CPR Training participants feel confident when providing lifesaving skills.

    Earl Scott is a representative of the caliber we look for in our American CPR Training Instructors.


    Spanish Training Too!

    Learn at Home!

    ACT is proud to be home to the first and only American Heart Association Approved “Learn at Home” CPR programs including CPR Anytime. These programs come complete with instruction DVDs, student workbook, and up to TWO Mannequins for practice and review so you can keep your skills fresh. ALL FROM ONLY $34.95!

    What’s New..

    ACT now has more to offer!

    CORPORATE CLIENTS: Besides our international group of affiliate instructors, we now also are proud to offer full EHS services in these, and many other communities:
    (listed by state)

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    Top MBA College in Delhi #top #mba #colleges,best #mba #colleges,mba #colleges #in #delhi,mba #colleges


    • Welcome Delegates, HR Round Table (1st August 2017). View Details
    • We welcome Dr. Pawan Agarwal – An International Motivational Speaker, the face of Mumbai Dabbawala’s will be coming soon(4th August 2017)
    • Global Immersion Programme in Singapore Launched. View Details
    • Exciting opportunity to become a world class finance and accounting professional. View Details
    • Foreign Exchange Program (IDRAC France). View Details
    • Companies Visited Our Campus. View Details
    • 1 st Institute in Asia Pacific to be endorsed for higher education by IMA (USA). View Details

    Latest News

    AIM is glad to invite Dr. Pawan Agrawal (Mumbai Dabbawala fame) to address the budding managers. The event will take place on 4th August 2017 at the AIM premises. This would be first of its kind event where the management graduates will have an opportunity to listen to Dr. Agrawal, and

    Building a smart city takes a ton of efforts both from the leaders and citizens of the nation. It is to empower the growth of the nation which contributes to the benefit of the economy. And AIM is known to deliver the best from the knowledge prospect in terms of information sharing and

    Asia-Pacific is happy to organize the Ethnic Diversity Celebration Day. It is organized in collaboration with the Samvaad. The Communication Club, created by the students of Asia-Pacific Institute of Management, New Delhi under the guidance of their faculty Dr. Reema

  • Read More.

    • Post Graduate Diploma In Management (PGDM-General)
    • PGDM-Marketing
    • PGDM-International Business
    • PGDM- Banking and Financial Services
    • Certificate in Financial Engg. & Risk Management (CFERM)

    • Admissions Announcement
    • Placement
    • Scholarship
    • Faculty and Staff
    • Download Prospectus

    Established in 1996, Asia-Pacific Institute of Management ranks amongst the top Business schools across the Country. The latest Business Today -MDRA survey 2016 ranked us 6th private Top B School in Delhi (9th amongst all B-Schools in North India). Perceiving the tough challenges faced in the fast integrating global economy, the Institute strives to groom market leaders in different areas of management. With highly experienced faculty drawn from the top management institutes. and world class infrastructure comparable to the best MBA colleges in India, Asia-Pacific aims to create a stimulated learning atmosphere conducive for overall development of its students. The institute boasts of excellent corporate tie-ups that has led to a track record of 100% Placement for the last 18 years.

    ‘BT-MDRA Best Business Schools Survey-2016′ has been released and it has ranked ASIA-Pacific Institute of Management, New Delhi 6th amongst private B-Schools in North India (9th amongst all B-Schools in North India). A total of 200 B-Schools all over the country participated in the ranking process this year and Asia Pacific Institute of Management has been ranked amongst the top management institutes in Delhi. The list includes IIM s and other eminent private B-Schools. The ranking is based on the objective data, experiential and perception survey.


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    Develop a Research Proposal – Methodology – Data Analysis #longitudinal #data #analysis #course


    In your research proposal, you will also discuss how you will conduct an analysis of your data. By the time you get to the analysis of your data, most of the really difficult work has been done. It’s much more difficult to define the research problem, develop and implement a sampling plan, develop a design structure, and determine your measures. If you have done this work well, the analysis of the data is usually a fairly straightforward affair.

    Before you look at the various ways of analyzing and discussing data, you need to review the differences between qualitative research/quantitative research and qualitative data/quantitative data.

    Why do I have to analyze data?

    The purpose of analyzing data is to obtain usable and useful information. The analysis, regardless of whether the data is qualitative or quantitative, may:

    • describe and summarize the data.
    • identify relationships between variables.
    • compare variables.
    • identify the difference between variables.
    • forecast outcomes.

    Earlier, you distinguished between qualitative and quantitative research. It is highly unlikely that your research will be purely one or the other – it will probably be a mixture of the two approaches.

    For example, you may have decided to ethnographic research, which is qualitative. In your first step, you may have taken a small sample (normally associated with qualitative research) but then conducted a structured interview or used a questionnaire (normally associated with quantitative research) to determine people’s attitudes to a particular phenomenon (qualitative research). It is therefore likely that your mixed approach will take a qualitative approach some of the time, and a quantitative approach at others depending on the needs of your investigation.

    A source of confusion for many people is the belief that qualitative research generates just qualitative data (text, words, opinions, etc) and that quantitative research generates just quantitative data (numbers). Sometimes this is the case, but both types of data can be generated by each approach. For instance, a questionnaire (quantitative research) will often gather factual information like age, salary, length of service (quantitative data) – but may also collect opinions and attitudes (qualitative data).

    When it comes to data analysis. some believe that statistical techniques are only applicable for quantitative data. This is not so. There are many statistical techniques that can be applied to qualitative data, such as ratings scales, that has been generated by a quantitative research approach. Even if a qualitative study uses no quantitative data, there are many ways of analyzing qualitative data. For example, having conducted an interview, transcription and organization of data are the first stages of analysis. This would then be continued by systematically analyzing the transcripts, grouping together comments on similar themes and attempting to interpret them, and draw conclusions.

    1. Manchester Metropolitan University (Department of Information and Communications) and Learn Higher offer a clear introductory tutorial to qualitative and quantitative data analysis through their Analyze This. site. In additional to teaching about strategies for both approaches to data analysis, the tutorial is peppered with short quizzes to test your understanding. The site also links out to further reading.

    Complete this tutorial and use your new knowledge to complete your planning guide for your data analysis.

    There are many computer- and technology-related resources available to assist you in your data analysis.

    Online General Resources

    Quantitative Data Analysis Resources

    • The Rice Virtual Lab in Statistics also houses an online textbook, Hyperstat. This textbook introduces univariate and bivariate analysis, probability, distribution and hypothesis testing. The site also includes a really useful section of case studies, which use real life examples to illustrate various statistical tests.
    • Not sure which statistical test to use with your data? The University of the West of England has a really helpful tree diagram to help you decide which is the best one for you. The diagram is housed within another good introduction to data analysis.
    • Free Statistical Analysis and Data Management software

    Common Computer-Aided Qualitative Data Analysis Packages

    There are many computer packages that can support your qualitative data analysis. The following site offers a comprehensive overview of many of them: Online QDA

    Another package that allows you analyze textual, graphical, audio and video data. It also has the functionality to produce tag clouds to represent the codes you have created. No free demo, but there is a student price.

    This has add-ons which allow you to analyze vocabulary and carry out content analysis. There is a visual MAPS add-on which produces visual representations of your data. There is a free demo.

    This was one of the first packages for qualitative data analysis. It allows you to create code trees and search your data easily. There is a free demo.

    Transana, HyperRESEARCH and HyperTRANSCRIBE, and N-Vivo are other products.

    2. When you are done, you will also need to address concerns about the reliability and validity of your possible results. Use these questions and explanations for ideas as you complete your planning guide for this section.

    Some common worries amongst researchers are:

    • Will the research I’ve done stand up to outside scrutiny?
    • Will anyone believe my findings?

    These questions are addressed by researchers by assessing the data collection method (the research instrument) for its reliability and its validity .

    Reliability is the extent to which the same finding will be obtained if the research was repeated at another time by another researcher. If the same finding can be obtained again, the instrument is consistent or reliable.

    Validity is understood best by the question: ‘Are we measuring what we think we are measuring?’ This is very difficult to assess. The following questions are typical of those asked to assess validity issues:

    • Has the researcher gained full access to the knowledge and meanings of data?
    • Would experienced researchers use the same questions or methods?

    No procedure is perfectly reliable, but if a data collection procedure is unreliable then it is also invalid. The other problem is that even if it is reliable, then that does not mean it is necessarily valid.

    Triangulation is crosschecking of data using multiple data sources or using two or more methods of data collection. There are different types of triangulation, including:

    • time triangulation – longitudinal studies
    • methodological triangulation – same method at different times or different methods on same object of study
    • investigator triangulation – uses more than one researcher.

    Sampling error is a measure of the difference between the sample results and the population parameters being measured. It can never be eliminated, but if random sampling is used, sampling error occurs by chance but is reduced as the sample size increases. When non-random sampling is used this is not the case.

    Basic questions we need to ask to assess a sample are:

    • Is the sample random and representative of the population?
    • Is the sample small or large?

    All errors, other than sampling errors, are non-sampling errors and can never be eliminated. The many sources of non-sampling errors include the following:

    • Researcher error – unclear definitions; reliability and validity issues; data analysis problems, for example, missing data.
    • Interviewer error – general approach; personal interview techniques; recording responses.
    • Respondent error – inability to answer; unwilling; cheating; not available; low response rate.

    This section was discussed in Elements of the Proposal. where there are many online resources, and you have reflective journal entries that will support you as you develop your ideas for reliability and validity in your planning guide. In addition this writing tutorial specifically addresses the ways in which this can be explained in your research proposal.

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