The document summarizes research conducted by a team on the topic of tablet use in classrooms. It describes focus groups that explored the use of portable technology and acceptance of new technology in classrooms. Surveys were distributed to 200 students at Miami University to collect descriptive data on demographics and technology usage. Inferential statistical tests found relationships between class rank, major, and views on clickers and tablets. The team recommends launching an "iClass" tablet at the university, including its cost in tuition, and having incoming students purchase it to gain experience with the technology.
This document contains a math chapter on probability with 12 practice questions and their answers. Some key details:
- Question 1 calculates the probability of not hitting a boundary based on number of boundaries hit out of total balls played.
- Question 2 calculates probabilities of families with different numbers of girls based on survey data of 1500 families.
- Question 3 calculates probability of being born in August based on birth month data of 40 students.
- Question 4 calculates probability of getting 2 heads when tossing 3 coins simultaneously based on results of 200 tosses.
- Question 5 calculates various probabilities based on survey data of family income and vehicle ownership for 2400 families.
This document discusses aggregation techniques for software metrics. It describes traditional aggregation methods like mean, median, and standard deviation. It also discusses inequality indices like Gini, Theil, and Atkinson. The document outlines available datasets, tools used for analysis including R and Python, and sample results showing correlations between aggregation techniques for different software projects over multiple versions.
This document discusses the development of a new math pathway called Mathematical Literacy for College Students (MLCS) designed for non-STEM majors. The pathway was created to address issues with the traditional developmental math sequence, such as large numbers of students placing into and not completing developmental courses. MLCS aims to give students the mathematical maturity needed for statistics and other quantitative courses in one semester. It uses an integrated and layered approach focusing on numeracy, proportional reasoning, algebraic reasoning, functions and applying these concepts to solve open-ended problems in real-world contexts. The course structure and content were designed with student success and engagement in mind. Initial pilots of MLCS showed promising results in preparing students for college-level quantitative courses.
Getting Down to the Nitty Gritty of Data: Becoming A Data-Driven Districtohedconnectforsuccess
Getting Down to the Nitty Gritty of Data: Becoming A Data-Driven District
June 27, 3:15 – 4:15pm, Room: Franklin C
Bloom Carroll School District went from being “Effective” to “Excellent with Distinction” in a few short years. Having high district expectations and becoming a data-driven district achieved these results. Information and handouts will be shared with participants, describing how this district's performance index, AYP, state indicators, and value-added scores improved. Learn how one school is striving to change the culture of the district.
Main Presenter: Starr Martin, Fairfield County Educational Service Center
Co-Presenter(s): Cindy Freeman and Melissa Ward, Bloom Carroll Schools
The PTA meeting covered several topics:
1) School officials introduced the PTA board and budget, highlighting expenses for school programs and activities.
2) Teachers discussed improvements in academics, including expanded science activities, use of technology for reading, and focus on math lessons and problem-solving.
3) Test results from 2012 were presented, showing most grades improved scores in English but need more growth in math.
A survey of Irish parents about the costs of sending children to school. Conducted for that National Consumer Agency. For the NCA's back to school budget planner tool go to: http://www.nca.ie/nca/back-to-school-budget
This document discusses poverty as one of the greatest injustices in the world. It notes that poverty is a complex issue with many contributing factors, and there is no single solution. However, as leaders it is up to us to alleviate its effects. It provides statistics on poverty rates in the US and cities like Chicago. The speaker argues that poverty affects everyone and calls on attendees to use their skills and resources to create positive social change and make a difference in addressing this issue.
This document contains a math chapter on probability with 12 practice questions and their answers. Some key details:
- Question 1 calculates the probability of not hitting a boundary based on number of boundaries hit out of total balls played.
- Question 2 calculates probabilities of families with different numbers of girls based on survey data of 1500 families.
- Question 3 calculates probability of being born in August based on birth month data of 40 students.
- Question 4 calculates probability of getting 2 heads when tossing 3 coins simultaneously based on results of 200 tosses.
- Question 5 calculates various probabilities based on survey data of family income and vehicle ownership for 2400 families.
This document discusses aggregation techniques for software metrics. It describes traditional aggregation methods like mean, median, and standard deviation. It also discusses inequality indices like Gini, Theil, and Atkinson. The document outlines available datasets, tools used for analysis including R and Python, and sample results showing correlations between aggregation techniques for different software projects over multiple versions.
This document discusses the development of a new math pathway called Mathematical Literacy for College Students (MLCS) designed for non-STEM majors. The pathway was created to address issues with the traditional developmental math sequence, such as large numbers of students placing into and not completing developmental courses. MLCS aims to give students the mathematical maturity needed for statistics and other quantitative courses in one semester. It uses an integrated and layered approach focusing on numeracy, proportional reasoning, algebraic reasoning, functions and applying these concepts to solve open-ended problems in real-world contexts. The course structure and content were designed with student success and engagement in mind. Initial pilots of MLCS showed promising results in preparing students for college-level quantitative courses.
Getting Down to the Nitty Gritty of Data: Becoming A Data-Driven Districtohedconnectforsuccess
Getting Down to the Nitty Gritty of Data: Becoming A Data-Driven District
June 27, 3:15 – 4:15pm, Room: Franklin C
Bloom Carroll School District went from being “Effective” to “Excellent with Distinction” in a few short years. Having high district expectations and becoming a data-driven district achieved these results. Information and handouts will be shared with participants, describing how this district's performance index, AYP, state indicators, and value-added scores improved. Learn how one school is striving to change the culture of the district.
Main Presenter: Starr Martin, Fairfield County Educational Service Center
Co-Presenter(s): Cindy Freeman and Melissa Ward, Bloom Carroll Schools
The PTA meeting covered several topics:
1) School officials introduced the PTA board and budget, highlighting expenses for school programs and activities.
2) Teachers discussed improvements in academics, including expanded science activities, use of technology for reading, and focus on math lessons and problem-solving.
3) Test results from 2012 were presented, showing most grades improved scores in English but need more growth in math.
A survey of Irish parents about the costs of sending children to school. Conducted for that National Consumer Agency. For the NCA's back to school budget planner tool go to: http://www.nca.ie/nca/back-to-school-budget
This document discusses poverty as one of the greatest injustices in the world. It notes that poverty is a complex issue with many contributing factors, and there is no single solution. However, as leaders it is up to us to alleviate its effects. It provides statistics on poverty rates in the US and cities like Chicago. The speaker argues that poverty affects everyone and calls on attendees to use their skills and resources to create positive social change and make a difference in addressing this issue.
The document discusses the Defense of Marriage Act (DOMA) which was enacted in 1996 and defines marriage as between one man and one woman. It argues DOMA is discriminatory and takes away over 1,000 federal benefits from same-sex couples. While supporters claim DOMA protects traditional marriage, the document argues there is no evidence legalizing same-sex marriage would undermine heterosexual marriages. It concludes that DOMA marginalizes the LGBT community and advocates for its repeal.
The document discusses the Social Change Model and how it relates to an organization called USGA. [1] The Social Change Model is based on personal, group, and community values working together to create positive social change. [2] The document analyzes how USGA demonstrates strong individual values but struggles with controversy with civility at the group level, making collaboration challenging. [3] However, USGA excels at promoting community and societal values by emphasizing the local community in its goals and initiatives.
The document discusses the philosophy of education for Cooper P. Carriger. It emphasizes educating for social justice, cultural competency, societal engagement, distributive justice, autonomy, and flourishing. The goals are to help students acknowledge diversity and inequality, develop empathy, participate democratically in society, and cultivate the skills and relationships to choose their own fulfilling lives. The educator's role is to create a safe, inclusive space where students can develop a positive identity and understand how to promote justice and create change.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help alleviate symptoms of mental illness and boost overall mental well-being.
Este documento resume los conceptos básicos de las leyes mendelianas de la herencia, incluyendo cromosomas, cigotos, genotipos y fenotipos. Explica que Gregor Mendel descubrió estas leyes experimentando con 28,000 plantas de guisantes entre 1856 y 1863, observando 7 características hereditarias. Las leyes mendelianas luego fueron redescubiertas por otros investigadores a finales del siglo XIX.
The Leasing Advisory Service provides auditing services to identify overcharges in commercial lease agreements. Their forensic auditing system examines leases for fairness and identifies irregularities. They produce detailed reports highlighting overcharges and work with legal partners to recover money owed. The service has assisted BBC and ITV investigations into these issues and has received many inquiries following increased publicity.
This resume is for T. Madhiyalagan, an electrical engineer with over 15 years of experience in installing, operating, and maintaining diesel and gas engine power plants. He currently works as a Senior Executive Construction Engineer for Wartsila India Limited, where he oversees electrical works and coordinates installation of power plants in India and abroad. Prior to his current role, he worked as an electrical supervisor for other companies installing Wartsila power plants.
The document describes a family's visit to the observation deck on the 31st floor of the Foshay Tower in Minneapolis. Some key details:
1) They paid $8 each to take an elevator up to the 30th floor, which now contains a museum about the building's history.
2) The Foshay Tower was built in 1929 as a tribute to businessman Wilbur Foshay, designed to look like the Washington Monument.
3) From the 31st floor observation deck, they had a breathtaking view of the Minneapolis skyline and were able to identify various landmarks.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Sepsis is a life-threatening condition caused by the body's response to an infection. It is difficult to diagnose but prompt treatment is important to prevent serious complications like organ failure and death. Procalcitonin (PCT) is a biomarker that has been shown to help diagnose sepsis and guide antibiotic treatment decisions. PCT levels rise more significantly in response to bacterial infections compared to other conditions. Several studies have found that using PCT levels to guide antibiotic therapy can reduce antibiotic use without worsening outcomes for patients with sepsis. While PCT is not a perfect diagnostic tool, it provides useful information when interpreted together with a patient's full clinical picture.
This document shows before and after photos of renovations completed on various rooms in a home, including the master bedroom, master bath, main bath, half bath, blue bedroom, light blue bedroom converted to an office, dining room converted to a formal living room, family room, kitchen, and three season porch. Captions under each photo pair indicate the room and whether it is showing the before or after of the renovations.
Jaichander has over 5 years of experience in manual testing and data warehousing testing. He has expertise in SQL, databases like Oracle and MySQL, ETL tools like Informatica PowerCenter, and BI tools like Cognos. He has worked on projects involving data extraction, transformation and loading from source systems to data marts and warehouses, with reporting on the transformed data. His responsibilities have included test case design, execution, defect logging and tracking, understanding requirements and designs, and mentoring other team members.
O slideshare é um site de compartilhamento de apresentações em formato PowerPoint, PDF e vídeos que permite o upload e compartilhamento público ou privado de arquivos. É usado para fins profissionais, educacionais e entretenimento e recebe cerca de 12 milhões de visitantes por mês.
This document provides an overview of the business processes of Dynasty Zarooni, a real estate company. It outlines the company's mission to create an investor-friendly environment and make real estate accessible. It also lists the services provided, including identifying gaps in processes, establishing a high performing organization, and technology integration. The document then maps out the lifecycles and relationships between key documents in Dynasty Zarooni's transactions and projects. This includes documents like agreements, plans, receipts, and payment records.
El documento habla sobre el aumento en la búsqueda de empleo a través de Internet. Reporta un aumento del 30% en personas que acuden a agencias de empleo en España debido a la desesperación por encontrar trabajo. Los portales de empleo internacionales anticipan un aumento del 25% en currículums ingresados en los próximos tres meses. El reclutamiento en línea aporta mayor rapidez y alcance geográfico ilimitado. Sin embargo, las entrevistas personales siguen siendo fundamentales para las empresas. Existen opciones
The document provides supplemental slides for Credit Suisse Group's fourth quarter and full year 2002 results presentation. It includes the following information:
- Updates on accounting changes relating to deferred tax assets and inherent loss allowances.
- Private banking details on the development of gross margins by source and assets under management by product and currency.
- Winterthur Group's investment results for 2002 and quarters, including current income, realized and unrealized gains/losses, and impairments.
- Gross unrealized losses in Winterthur's equity portfolio, which increased given flat markets.
Julien Macdonald has created his first lingerie and nightwear collection for Matalan featuring soft pinks, animal prints, and floral motifs. The 21 piece collection uses luxurious lace and soft satin fabrics in bold colors and prints. Key pieces include the Leopard Blush range with animal prints and a feminine edge, and the Winter Blossom line featuring elegant oriental blooms.
This document summarizes a presentation about online education trends in SUNY and their impact on UUP members. It discusses the growth of online courses nationally and within SUNY. It also examines faculty motivations and barriers to online education. Survey results from UUP members found that intellectual property and workload are concerns regarding online education. The presentation recommends continued research on these issues and communicating IP information to members.
The document discusses the Defense of Marriage Act (DOMA) which was enacted in 1996 and defines marriage as between one man and one woman. It argues DOMA is discriminatory and takes away over 1,000 federal benefits from same-sex couples. While supporters claim DOMA protects traditional marriage, the document argues there is no evidence legalizing same-sex marriage would undermine heterosexual marriages. It concludes that DOMA marginalizes the LGBT community and advocates for its repeal.
The document discusses the Social Change Model and how it relates to an organization called USGA. [1] The Social Change Model is based on personal, group, and community values working together to create positive social change. [2] The document analyzes how USGA demonstrates strong individual values but struggles with controversy with civility at the group level, making collaboration challenging. [3] However, USGA excels at promoting community and societal values by emphasizing the local community in its goals and initiatives.
The document discusses the philosophy of education for Cooper P. Carriger. It emphasizes educating for social justice, cultural competency, societal engagement, distributive justice, autonomy, and flourishing. The goals are to help students acknowledge diversity and inequality, develop empathy, participate democratically in society, and cultivate the skills and relationships to choose their own fulfilling lives. The educator's role is to create a safe, inclusive space where students can develop a positive identity and understand how to promote justice and create change.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help alleviate symptoms of mental illness and boost overall mental well-being.
Este documento resume los conceptos básicos de las leyes mendelianas de la herencia, incluyendo cromosomas, cigotos, genotipos y fenotipos. Explica que Gregor Mendel descubrió estas leyes experimentando con 28,000 plantas de guisantes entre 1856 y 1863, observando 7 características hereditarias. Las leyes mendelianas luego fueron redescubiertas por otros investigadores a finales del siglo XIX.
The Leasing Advisory Service provides auditing services to identify overcharges in commercial lease agreements. Their forensic auditing system examines leases for fairness and identifies irregularities. They produce detailed reports highlighting overcharges and work with legal partners to recover money owed. The service has assisted BBC and ITV investigations into these issues and has received many inquiries following increased publicity.
This resume is for T. Madhiyalagan, an electrical engineer with over 15 years of experience in installing, operating, and maintaining diesel and gas engine power plants. He currently works as a Senior Executive Construction Engineer for Wartsila India Limited, where he oversees electrical works and coordinates installation of power plants in India and abroad. Prior to his current role, he worked as an electrical supervisor for other companies installing Wartsila power plants.
The document describes a family's visit to the observation deck on the 31st floor of the Foshay Tower in Minneapolis. Some key details:
1) They paid $8 each to take an elevator up to the 30th floor, which now contains a museum about the building's history.
2) The Foshay Tower was built in 1929 as a tribute to businessman Wilbur Foshay, designed to look like the Washington Monument.
3) From the 31st floor observation deck, they had a breathtaking view of the Minneapolis skyline and were able to identify various landmarks.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Sepsis is a life-threatening condition caused by the body's response to an infection. It is difficult to diagnose but prompt treatment is important to prevent serious complications like organ failure and death. Procalcitonin (PCT) is a biomarker that has been shown to help diagnose sepsis and guide antibiotic treatment decisions. PCT levels rise more significantly in response to bacterial infections compared to other conditions. Several studies have found that using PCT levels to guide antibiotic therapy can reduce antibiotic use without worsening outcomes for patients with sepsis. While PCT is not a perfect diagnostic tool, it provides useful information when interpreted together with a patient's full clinical picture.
This document shows before and after photos of renovations completed on various rooms in a home, including the master bedroom, master bath, main bath, half bath, blue bedroom, light blue bedroom converted to an office, dining room converted to a formal living room, family room, kitchen, and three season porch. Captions under each photo pair indicate the room and whether it is showing the before or after of the renovations.
Jaichander has over 5 years of experience in manual testing and data warehousing testing. He has expertise in SQL, databases like Oracle and MySQL, ETL tools like Informatica PowerCenter, and BI tools like Cognos. He has worked on projects involving data extraction, transformation and loading from source systems to data marts and warehouses, with reporting on the transformed data. His responsibilities have included test case design, execution, defect logging and tracking, understanding requirements and designs, and mentoring other team members.
O slideshare é um site de compartilhamento de apresentações em formato PowerPoint, PDF e vídeos que permite o upload e compartilhamento público ou privado de arquivos. É usado para fins profissionais, educacionais e entretenimento e recebe cerca de 12 milhões de visitantes por mês.
This document provides an overview of the business processes of Dynasty Zarooni, a real estate company. It outlines the company's mission to create an investor-friendly environment and make real estate accessible. It also lists the services provided, including identifying gaps in processes, establishing a high performing organization, and technology integration. The document then maps out the lifecycles and relationships between key documents in Dynasty Zarooni's transactions and projects. This includes documents like agreements, plans, receipts, and payment records.
El documento habla sobre el aumento en la búsqueda de empleo a través de Internet. Reporta un aumento del 30% en personas que acuden a agencias de empleo en España debido a la desesperación por encontrar trabajo. Los portales de empleo internacionales anticipan un aumento del 25% en currículums ingresados en los próximos tres meses. El reclutamiento en línea aporta mayor rapidez y alcance geográfico ilimitado. Sin embargo, las entrevistas personales siguen siendo fundamentales para las empresas. Existen opciones
The document provides supplemental slides for Credit Suisse Group's fourth quarter and full year 2002 results presentation. It includes the following information:
- Updates on accounting changes relating to deferred tax assets and inherent loss allowances.
- Private banking details on the development of gross margins by source and assets under management by product and currency.
- Winterthur Group's investment results for 2002 and quarters, including current income, realized and unrealized gains/losses, and impairments.
- Gross unrealized losses in Winterthur's equity portfolio, which increased given flat markets.
Julien Macdonald has created his first lingerie and nightwear collection for Matalan featuring soft pinks, animal prints, and floral motifs. The 21 piece collection uses luxurious lace and soft satin fabrics in bold colors and prints. Key pieces include the Leopard Blush range with animal prints and a feminine edge, and the Winter Blossom line featuring elegant oriental blooms.
This document summarizes a presentation about online education trends in SUNY and their impact on UUP members. It discusses the growth of online courses nationally and within SUNY. It also examines faculty motivations and barriers to online education. Survey results from UUP members found that intellectual property and workload are concerns regarding online education. The presentation recommends continued research on these issues and communicating IP information to members.
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This document provides an agenda and overview for a presentation on integrating technology like iPads into education. It introduces several presenters from Napa Valley Unified School District who will discuss their experiences using social media, gaming, and summer bridge programs with iPads for preschoolers. Details are provided on specific projects at different school levels, including using Twitter for classroom discussions, student reflective blogs, and a math gaming project to support conceptual learning. Preliminary results are promising but challenges remain in changing perceptions and fully implementing new approaches.
Using connect edu student impact data to improve your academyNAFCareerAcads
Data is a powerful tool in understanding how to improve practice. Learn how districts
and schools throughout the NAF Network are using the free resources of ConnectEDU’s
student data system to disaggregate academy impact measures and use this information to direct their improvement efforts.
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Digital classrooms integrate technology meaningfully throughout the school day and across subjects to aid learning. A digital classroom uses tools like computers, cameras, and online resources to incorporate activities linked to learning goals rather than using technology for its own sake. Evidence from a trial digital classroom showed improvements in student math and reading abilities. Managing a digital classroom requires considering equipment needs, online safety policies, and starting small by replacing one traditional activity per day with a digital alternative targeted at learning objectives.
Presentation from ethics workshop at the CDE’s Research and Innovation in Distance Education and eLearning conference, held at Senate House London on 19 October 2012. Conducted by Ormond Simpson and Gwyneth Hughes.
This document discusses equity in education in Australia. It notes that Australian students from low socioeconomic backgrounds are underrepresented among high achievers and overrepresented among low achievers compared to top-performing systems. All governments and school sectors must ensure socioeconomic disadvantage does not determine outcomes. Monitoring shows Australia performs reasonably on international tests but there is room for improvement, and equity is average. Barriers to success for disadvantaged students include lower emphasis on academics, aspirations, safety, parental support and resources at their schools. The goal should be an equitable system ensuring every child can succeed.
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The document outlines marketing research conducted to understand student demand for tablet computers in the UK. Both qualitative research like focus groups and quantitative research via an online survey were used to identify key user profiles, features of interest like screen quality, and purchase intentions. The findings suggest tablets will be successful for students given interest in features like touchscreens but many remain unsure, representing an opportunity for further marketing communication.
Similar to Market Research iClass Presentation (12)
2. RESEARCH QUESTION
Studied tablet use in the classrooms through focus groups and a
survey
Use of portable technology
Acceptance of new technology in classrooms
We chose the topic because:
Relevant
Beneficial to students
Provides teachers more control over technology in the classroom
Allows for more technology use in the classroom
3. SUMMARY OF FOCUS GROUP
FINDINGS
Clickers are not beneficial to classroom experience
Cheating, system failures, forgetting them
Technology through Apple
Capabilities to work with dual operating systems i.e. Windows
Portable Keyboard
Use of online textbooks
Low retina display
Compliment to a laptop
4. SAMPLING PLAN
Non-probability sample
200 Miami University Students:
Greek organizations
Large lecture classrooms
Shriver, King
Clubs / Organizations
Participants from all majors and class rank
5. DESCRIPTIVE DATA
Number of surveys filled out: 200
Gender: Equal distribution
Female: 94
Male: 106
Class Rank:
Freshman: 65
Sophomores: 53
Juniors: 53
Seniors: 27
Senior +: 2
6. DESCRIPTIVE DATA CONTINUED
On Campus / Off Campus:
On-Campus: 120
Off-Campus: 80
Residency:
In-State: 124
Out-of-State: 72
International: 4
7. DESCRIPTIVE DATA CONTINUED
Majors / Schools:
Arts and Science: 58
Business: 86
Education: 30
Engineering: 14
Fine Arts: 8
Other: 4
8. INFERENTIAL DATA
Nearly certain statistical evidence that:
Class rank effects whether a student owns a dell
Students who would rather type an exam than handwrite it believe the iClass would be
beneficial
Students that believe the iClass would be beneficial would want the price to be included in their
school’s tuition
Strong statistical evidence that:
Class rank effects whether a student owns an HP or an Apple
The higher a student’s class rank, the more have used clickers
A student’s major effects whether or not they have used clickers in the classroom
Students that like to use clickers as a method of participation would also find the iClass
beneficial
There is a relationship between student’s preference of having the iClass price included in their
tuition and whether a student is in-state, out-of-state, or an international student (In-state
students prefer to have the iClass price included in their tuition more often than out-of-state
students)
9. INFERENTIAL DATA CONTINUED
Managerial Evidence that:
Class rank effects whether a student owns an Acer
The higher a student’s class rank, the more classes they can bring laptops to
Upper class students prefer a smaller screen size for the iClass, while underclass
students would prefer the screen smaller
If a student thinks the iClass would be beneficial, they would usually like the ability to
purchase a larger hard drive
10. CHI-SQUARED DATA
Female Students
Male Students
40
35
40
30
35
30 25
25 20
15 Count
20
15 Count 10 Expected Count
10 Expected Count 5
5 0
0 Kindle (6 iPad (9.7 Net book MacBook
Kindle (6 iPad (9.7 Net book MacBook inches) inches) (10.5 (13.3
inches) inches) (10.5 (13.3 inches) inches)
inches) inches)
Ho: Variables are independent
Ha: Variables are dependent
P-Value = .561
We fail to reject the null hypothesis. Therefore, a student’s preference in
screen size for the iClass has nothing to do with whether they are male or
female.
11. CHI-SQUARED ANALYSIS
RESIDENCY & ICLASS PRICE INCLUDED IN TUITION
Students that answered "No" to having Students that answered "Yes" to having
iClass price being included in tuition iClass price being included in tuition
50 100
40 80
30 60
Count Count
20 40
Expected Count Expected Count
10 20
0 0
In-state Out-of-State International In-state Out-of-State International
Student Student
Ho: Variables are independent P-Value =
.011
Ha: Variables are dependent
We reject the null hypothesis. We have strong statistical evidence that a
student’s preference of having the iClass price included in their tuition is
affected by whether a student is in-state, out-of-state, or an international
student.
In-State students prefer to have the iClass price included in their tuition
12. FURTHER ANALYSIS
HANDWRITING PREFERENCES ANOVA
Given an essay exam, would you rather
type it?
Lowe
Std. Std. r
Major N Mean Upper Bound
Deviation Error Boun
d
Arts and 58 3.55 1.273 .167 3.217 3.886
Science
Business 86 3.64 1.264 .136 3.369 3.911
Education 30 3.40 1.429 .261 2.866 3.934
Engineering 14 3.93 1.141 .305 3.270 4.587
Fine Arts 8 3.50 1.414 .500 2.318 4.682
Other above chart indicates the mean response of
The 4 4.25 1.500 .750 major. Utilizing an
each 1.863 6.637
ANOVA table, we can test the following hypotheses:
Ho: There exists no difference between the mean response of each major
Ha: There exists a difference between the mean response of each major
T Score -.456
Sum of Squares df Mean Square F Sig. 197.86
Between Groups 4.746 5 .949 .567 .726 DF 1
P Value .649
Given the high p-value of .726 we do not have enough managerial or
statistically significant evidence to conclude that there exists a difference
between the mean response of each major.
13. “I believe that the iClass will be beneficial in my classroom experience when taking
tests, taking notes, focusing and accessing related material.”
Answer: Freshman Sophomore Junior Senior Senior + Total
Strongly disagree Count 2 2 3 1 0 8
Expected 2.6 2.1 2.1 1.1 .1 8.0
Count
Disagree Count 7 4 2 1 0 14
Expected 4.6 3.7 3.7 1.9 .1 14.0
Count
Neither agree nor disagree Count 8 13 6 7 0 34
Expected 11.1 9.0 9.0 4.6 .3 34.0
Count
Agree Count 34 22 31 16 1 104
Expected 33.8 27.6 27.6 14.0 1.0 104.0
Count
Strongly agree Count 14 12 11 2 1 40
Expected 13.0 10.6 10.6 5.4 .4 40.0
Count
Total Count 65 53 53 27 2 200
Expected 65.0 53.0 53.0 27.0 2.0 200.0
Count
This table places class rank as the independent variable, and the students’ answers as the
dependent. We have tested the following hypotheses:
Ho: There exists no relationship between class rank and indicated agreement
Ha: There exists a relationship relationship between class rank and indicated agreement
A x2 test provides the following statistics: Asymp. Sig.
Value df (2-sided)
Pearson Chi-Square 13.650a 16 .625
Given the high p-value of .625, this analysis suggests that there is no relationship between class rank
and indicated agreement. We have very low managerial evidence to even consider the alternative
given the x2 analysis.
14. RECOMMENDATIONS
In all of our analysis of the data it is clear that students think that that the iClass would be
a beneficial product to have in the classroom
We recommend that:
the iClass be launched at Miami
The cost included in tuition for students, especially in-state students because they tended to
support this strategy more strongly
Have incoming students purchase the iClass so that they benefit from the technology earlier and
gain the experience with it that older students have
Include features that allow for extensive note taking capabilities, clicker technology and different
modes for in and out of classroom use