MBA Project: Amazon D&I Evaluation
MBA Project: Amazon D&I Evaluation
and HR strategies”
ANNEXURE A
ANNEXURE B
DECLARATION
I, Sonia Shaw, a student of the January 2023 academic session, hereby declare that the Minor
Project titled 'Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing
Pradesh, as part of the requirements for the Master of Business Administration degree, has not
been utilized in any form for the conferral of a degree, diploma, or any other similar
ACKNOWLEDGEMENT
I would like to express my deepest thanks to Professor Ms. Neha Tandon for her guidance and
support throughout this project. I also extend my heartfelt gratitude to my batchmates and
colleagues from Amazon for their assistance and contribution, which were crucial in
completing this project. I am immensely grateful to everyone for their contribution. Special
thanks to all Amazon colleagues who participated in the project and survey, providing
                                   TABLE OF CONTENTS
Declaration
Plagiarism Report
Acknowledgment
Abstract
Literature Review
Research Methodology
ABSTRACT
This project assesses the state of diversity and inclusion at Amazon Development Center
through a comprehensive survey. It identifies areas of strength, such as demographic
representation and awareness of diversity initiatives, as well as areas needing improvement,
like perceptions of inclusivity and experiences of discrimination. The project proposes
specific improvement ideas based on employee feedback, including enhancing diversity
training and improving communication channels. Overall, it offers actionable
recommendations to enhance diversity and inclusion practices at Amazon Development
Center.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
INTRODUCTION
In today's corporate world, fostering diversity and inclusion is crucial for organizational
growth and sustainability. As an employee of Amazon Development Center for the past 2.6
years, I have witnessed firsthand the importance of creating an inclusive workplace
environment that celebrates diversity in all its forms.
This survey-based project aims to explore employee perceptions and experiences regarding
diversity and inclusion at Amazon. By gathering insights from various demographics, it
comprehensively assesses the current state of diversity and inclusion at Amazon Development
Center.
The chosen topic holds significant relevance as it directly impacts employees' sense of
belonging, motivation, and overall job satisfaction. A diverse and inclusive workplace boosts
innovation and productivity while promoting societal equality and respect.
Through this project, I aim to contribute to Amazon's ongoing efforts to enhance diversity and
inclusion practices, ultimately creating a more inclusive and equitable workplace for all
employees. The ultimate goal is to provide actionable recommendations for HR management
strategies that will enhance diversity and inclusion practices within Amazon.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
For Society: A diverse and inclusive Amazon sets a strong precedent for other organizations.
A commitment to D&I practices positions Amazon as a leader for social good, attracting top
talent and fostering positive societal change.
LITERATURE REVIEW
Abstract summary:
Maccali and colleagues' study examines the intersection of Human Resource (HR) practices
and diversity management, focusing on the inclusion of intellectually disabled individuals in
organizational settings. Conducted in Brazil, the research emphasizes the crucial role of well-
structured HR practices in achieving successful inclusion.
The study highlights legal requirements, such as Law 8213/91, which mandates job vacancies
for individuals with disabilities. Despite these regulations, organizations face challenges in
meeting quotas while maintaining a harmonious work environment.
2. Managing Workforce Diversity and Inclusion: A Critical Review and Future Directions- by
   Christina Morfaki, Alexandra Morfaki
The paper by Morfaki and Morfaki provides a critical review and future directions for managing
workforce diversity and inclusion. It highlights the increasing interest in Diversity and Inclusion
(D&I) due to global economic, socio-demographic, and regulatory changes. Despite this
interest, implementing D&I remains challenging, primarily due to national, cultural,
institutional, and interpersonal barriers.
The paper emphasizes the need to bridge the gap between the rhetoric of D&I and its
implementation. To achieve this, organizations should develop diverse communities of practice.
These communities can reshape corporate policies, promote meaningful interactions, and create
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
a shared identity that challenges existing beliefs. By doing so, organizations can restructure
current structures and move beyond tokenistic approaches to D&I.
3. Study on the Impact of Diversity and Inclusion at Workplace- by Shivani Wadhwa, Parth
   Aggarwal
Abstract Summary:
Wadhwa and Aggarwal's study in the Journal of Management & Public Policy examines the
impact of diversity and inclusion initiatives in workplaces. It highlights the positive outcomes
of such efforts, including increased productivity, a culture of innovation, and improved
financial results.
The research also addresses challenges in implementing diversity and inclusion programs,
emphasizing the need for comprehensive strategies. It discusses how these programs
contribute to higher levels of employee engagement, performance, talent acquisition,
innovation, and decision-making.
Shih, Young, and Bucher's study in the American Psychologist explores identity management
strategies in organizations to mitigate the effects of discrimination. They identify two main
strategies: identity switching, where individuals downplay certain aspects of their identity,
and identity redefinition, which involves challenging stereotypes.
The authors highlight how organizational approaches, such as color-blind and multicultural
strategies, can impact these identity management strategies. Color-blind policies may hinder
identity switching, while superficial multicultural policies could reinforce stereotypes, making
identity redefinition more challenging.
The study emphasizes the importance of organizational strategies that reduce the need for
identity management and support effective identity management when necessary.
5. Voices unheard: employee voice in the new century-by A. Wilkinson, P. Gollan, S. Kalfa,
   Ying Xu
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Abstract Summary:
In "Voices Unheard: Employee Voice in the New Century," Wilkinson, Gollan, Kalfa, and Xu
discuss the concept of employee voice in the workplace. They highlight two main disciplinary
perspectives—Employment Relations/Human Resource Management (ER/HRM) and
Organisational Behaviour (OB)—which view employee voice differently. While ER/HRM
focuses on democratic rights and dignity at work, OB sees voice as a means to improve
organizational performance.
RESEARCH METHODOLOGY
The research methodology employed in this project utilizes a blend of quantitative and
qualitative methods. It includes surveys, interviews, and document analysis to thoroughly
assess diversity and inclusion at Amazon. The goal is to gain deep insights into employee
perspectives, pinpoint areas needing enhancement, and suggest practical HR strategies for
betterment.
The survey methodology for this project involved several key steps to ensure the collection of
accurate and relevant data:
Survey Methodology
Research Design:
Sampling:
Data Collection:
Channels: Data was collected through an online survey distributed using Amazon Chime,
Emails, LinkedIn, and Google Forms.
Duration: Data collection was conducted over a period of four weeks.
Reminders:
      Emails: Sent regular email reminders to participants.
      Amazon Chime: Utilized Amazon Chime to ping employees.
      LinkedIn: Posted reminders and invitations on LinkedIn.
      Personal Follow-ups: Personally followed up with employees.
      Thank You Messages: Sent thank you messages to participants.
Survey Design:
The survey covered various aspects of diversity and inclusion, including demographic
information, perceptions of inclusivity, experiences of discrimination, satisfaction with
current initiatives, and suggestions for improvement.
Questions were clear, concise, and unbiased.
Ethical Considerations:
Guidelines: The survey was conducted in accordance with ethical guidelines, ensuring the
privacy and confidentiality of participants' responses.
Participant Information: Before starting the survey, participants were presented with a brief
description of the study's purpose and procedures. Participation in the survey was entirely
voluntary, emphasizing that individuals had the choice to participate or not
Document Analysis:
Access Methods:
      Internal Company Portal: Used to access policies, reports, and training materials.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
      Team Collaboration Tools: Utilized tools such as Amazon Chime and internal wikis
       to find relevant documents.
Case Studies:
Selection Criteria:
Focused on new hires from various departments and job levels to examine diversity and
inclusion practices in-depth.
Process:
      Invitation: Reached out to selected new hires via email or Amazon Chime, providing
       detailed information about the study’s purpose, procedures, and confidentiality
       assurances.
      Informed Consent: Obtained from each participant, ensuring they understood their
       rights and the voluntary nature of their participation.
      Focus Group Discussions: Organized small group discussions to foster dialogue and
       gather diverse perspectives on specific topics such as training programs, workplace
       culture, and support systems.
Benchmarking
Areas of Comparison:
      Recruitment and hiring practices.
      Employee resource groups and support networks.
      DEI training and development programs.
      Leadership commitment to DEI.
      Community and outreach initiatives.
Data Analysis:
Quantitative data: analyzed using statistical tools such as descriptive statistics, chi-square
tests, and regression analysis.
Limitations:
Potential Limitations: Sample size, response bias, and generalizability of results to other
Amazon locations or industries.
Timeline:
Research conducted over four weeks, including survey design, data collection, analysis, and
report writing.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
This section dives into the core of our project by analyzing survey responses from Amazon
Development Center employees.
We aim to understand their thoughts and experiences on diversity and inclusion (D&I) at the
company.
We'll analyze various aspects of the data, including demographics, reported discrimination,
satisfaction with D&I programs, and most importantly, employee suggestions for
improvement.
By examining this data, we hope to uncover important trends that reveal the current state of
D&I at Amazon.
This analysis will help us identify both strengths and weaknesses in Amazon's D&I efforts.
We can then use this information to create actionable recommendations for HR.
 These recommendations will be a guide for improving D&I practices and creating a more
inclusive and fair workplace for all Amazon employees.
1. Demographic Representation:
Age Distribution:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Based on the survey responses, here's the data analysis and interpretation for the age
demographics:
Age Distribution:
Under 25: 22 responses (45.8%)
25-34: 25 responses (52.1%)
35-44: 1 response (2.1%)
Interpretation:
The majority of survey respondents are in the age range of 25-34, comprising 52.1% of the
total responses.
The next largest group is the under 25 category, accounting for 45.8% of the responses.
Only a small percentage of respondents fall into the 35-44 age range, with just 1 response
(2.1%).
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Implications:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
The high percentage of respondents in the 25-34 age range suggests that this demographic is
actively engaged in providing feedback on diversity and inclusion within Amazon
Development Center.
The significant representation of younger employees (under 25) indicates that there is interest
and participation among early-career professionals in discussions related to diversity and
inclusion.
The low response rate from the 35-44 age group may indicate a need for targeted outreach or
engagement strategies to ensure that diverse perspectives across all age groups are captured in
future surveys.
Overall, the data suggests a relatively diverse age distribution among survey respondents,
reflecting a broad range of perspectives and experiences regarding diversity and inclusion
within the organization.
Recommendations:
Ensure that survey questions and communication strategies are inclusive and accessible to
employees of all age ranges to encourage greater engagement and feedback.
Continuously monitor and analyze demographic data from surveys to identify trends and
patterns in employee perceptions and experiences related to diversity and inclusion, and
adjust strategies accordingly.
By analyzing and interpreting the age demographics of survey respondents, organizations like
Amazon Development Center can gain valuable insights into the diversity of perspectives and
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
experiences within their workforce, helping to inform targeted strategies for improving
diversity and inclusion efforts.
Gender Representation:
The survey results suggest that the gender distribution among the respondents is skewed
towards male employees, who constitute 58.3% of the responses, compared to female
employees, who make up 41.7% of the responses. This indicates a gender imbalance within
the respondent pool, with male employees being more likely to participate in the survey than
female employees.
Here's a breakdown:
• Male: 58.3% (28 responses)
• Female: 41.7% (20 responses)
Interpretation:
      Overall Gender Composition: One possible explanation for this gender imbalance
       could be the overall gender composition of the Amazon Development Center, where
       there may be a higher proportion of male employees compared to female employees.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
      Survey Participation Bias: Male employees might have been more inclined to
       participate in the survey compared to females. This imbalance in the respondent pool
       could potentially bias the survey results and may not accurately reflect the experiences
       and perceptions of all employees, particularly female employees.
 To address this imbalance and ensure a more representative sample, it may be beneficial to
encourage more female employees to participate in the survey. This could be done through
targeted communication and outreach efforts aimed at female employees, highlighting the
importance of their feedback and the impact it can have on diversity and inclusion initiatives
within the organization.
   •   Limited Perspective: The results may not accurately reflect the experiences and
       perceptions of all employees, particularly female employees.
   •   Areas for Improvement: This imbalance highlights the need for Amazon to focus on
       improving gender diversity and inclusion within the organization. Areas for
       improvement could include implementing more robust diversity training programs,
       enhancing communication channels for addressing concerns related to diversity and
       inclusion, and developing new initiatives to support diversity and inclusion efforts.
Recommendations:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
   •   Inclusive Survey Design: Consider offering the survey in multiple languages and
       including a wider range of gender identity options to promote broader participation.
Moving Forward: By addressing this gender imbalance and ensuring a more representative
sample in future surveys, Amazon can gain a more comprehensive understanding of diversity
and inclusion within the organization. This will allow for the development of more effective
strategies to create a truly inclusive workplace for all employees.
Ethnicity Breakdown:
This section analyzes the survey responses to understand the current state of diversity and
inclusion at Amazon Development Center in India. By examining the demographic data, we
can identify areas where Amazon excels and where improvements are needed.
The survey, conducted in India, included a question on ethnicity, with the following results:
•       Asian: 44 responses (91.7%)
•       Hispanic or Latino: 1 response (2.1%)
•       Prefer not to say: 3 responses (6.3%)
Interpretation:
       Anonymity Concerns: The fact that 6.3% of respondents chose "Prefer not to say"
        indicates some employees may have concerns about privacy or may not feel
        comfortable disclosing their ethnicity. This can reflect a need for improved trust and
        anonymity assurances in future surveys.
    •   Survey Reach:
    Since the survey was conducted in India and shared internally, it might not have reached
    employees from other countries within Amazon. This limitation could affect the
    representation of a more diverse global workforce in the results.
• Amazon has made progress in diversity, but there’s room for improvement.
   •   Inclusion efforts should focus on creating a workplace where everyone feels respected
       and empowered.
   •   Inclusive Policies: Review policies and practices to ensure they promote inclusivity
       and address any potential biases.
   •   Improve Survey Design: Future surveys should ensure anonymity and confidentiality
       to encourage honest and open participation. Providing a more inclusive set of
       questions and reassurances about data privacy can help increase response rates from
       all ethnic groups.
Conclusion: The ethnicity data from the survey, conducted in India and potentially limited to
that region, highlights a significant Asian majority, reflecting the local demographic but also
indicating a potential area for enhancing diversity. By focusing on targeted recruitment,
cultural awareness, and support networks, Amazon can improve its diversity and inclusion
efforts within its Development Center in India.
Religion Identification:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
This survey, conducted as part of a minor project and thesis, aims to gather insights into the
perceptions and experiences of employees regarding diversity and inclusion within the
Amazon Development Center in India. The focus of this analysis is to examine the religious
demographics of the respondents and interpret what these findings suggest about the state of
diversity and inclusion at Amazon Development Center.
Survey Results
The survey received 48 responses, with the following breakdown of religious representation:
•      Hinduism: 30 responses (62.5%)
•      Islam: 12 responses (25%)
•      Christianity: 3 responses (6.3%)
•      Sikhism: 1 response (2.1%)
•      Buddhism: 1 response (2.1%)
•      Other: 1 response (2.1%)
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Data Analysis:
   •   Dominance of Hinduism: The majority of respondents (62.5%) identified as Hindu,
       which reflects the predominant religion in India. This indicates that the religious
       makeup of Amazon Development Center employees is largely representative of the
       broader societal context in the region.
Interpretation:
   •   Current State: The data indicates that while Hinduism and Islam are the predominant
       religions among the employees at the Amazon Development Center in India, there is
       also representation from several minority religions. This highlights a level of religious
       diversity within the workplace.
       The data suggests a diverse religious landscape within Amazon Development Center,
       reflecting the organization's commitment to inclusivity and accommodating employees
       from various religious backgrounds.
   •   Respecting Diversity: Recognizing and respecting this diversity is crucial for creating
       an inclusive workplace culture where all employees feel valued and respected,
       irrespective of their religious beliefs.
   •   Employee Comfort and Anonymity: The fact that only a small proportion of
       respondents identified with religions other than Hinduism and Islam, or preferred not
       to specify, indicates potential concerns about privacy or comfort in disclosing religious
       affiliation. This suggests a need for greater emphasis on creating an inclusive
       environment where all employees feel safe and valued.
Recommendations:
   •   Amazon can further enhance diversity and inclusion efforts by implementing religious
       sensitivity training to promote understanding and respect for diverse religious beliefs.
   •   Encourage open dialogue about religious diversity and inclusion within the workplace.
       Creating safe spaces for employees to share their experiences and suggestions can lead
       to meaningful improvements in diversity initiatives.
   •   Implement specific initiatives aimed at promoting the inclusion of employees from all
       religious backgrounds. This could involve celebrating diverse religious festivals,
       providing spaces for religious practices, and ensuring that religious needs are
       respected in workplace policies.
Conclusion:
The survey results provide valuable insights into the religious diversity at the Amazon in
India. While there is significant representation from Hinduism and Islam, there is also a
presence of minority religions. To enhance diversity and inclusion, Amazon should implement
targeted initiatives, foster open communication and cultural sensitivity. By doing so, Amazon
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
can create a more inclusive and equitable workplace for all employees, regardless of their
religious affiliation.
2. Departmental Representation:
Department Distribution:
As part of the minor project and thesis, a survey was conducted to gather insights into the
perceptions and experiences of employees regarding diversity and inclusion within Amazon
Development Center.
Survey Results:
The survey received responses from employees working in various departments within
Amazon Development Center. The responses are as follows:
•      SPS
•      Transportation Specialist
•      Support (CSA)
•      LMAQ
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
•      SEPO Investigation
•      CMT (Customer Management Team)
•      GTS (Global Technology Services)
•      Large Appliances
•      TRMS (Transaction Risk Management Services)
•      Support Operations
•      CAP (Centralized Accounting Processing)
•      Buyer Risk Investigation
•      ROC (Relay Operations Center)
•      Social Media (Sprinklr)
•      CS Operations
•      RGM EU (Retail Growth Management Europe)
•      Vendor Support
•      Compliance
•      SDS (Safety Data Sheets)
•      Quality Assurance
•      Amazon Business
•      Operations
•      FinOps (Financial Operations)
•      Buyer Abuse
•      Tech Support
•      RBS (Retail Business Services)
•      PRO (Procurement)
•      Machine Learning
•      Quality Operations
•      Prod Compliance (Product Compliance)
•      Go AI Operations
•      ISG (International Seller Growth)
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Data Analysis:
   •   Repetitions and Groupings: Some departments were mentioned multiple times, such
       as VCS, LMAQ, CAP, and ROC. These repetitions could indicate either a higher
       response rate from these departments or variations in how respondents identified their
       departments. Grouping similar responses can help clarify the data.
Interpretation:
   •   Comprehensive Participation: The diverse range of departments represented in the
       survey responses indicates that employees from different functional areas are engaged
       and willing to share their experiences regarding diversity and inclusion. This is a
       positive sign for organizational engagement in diversity initiatives.
   •   Areas of Focus: The data highlights departments that are crucial for targeted diversity
       and inclusion efforts. Departments like VCS, Compliance, and Support Operations are
       key areas where focused initiatives can make a significant impact.
Recommendations:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
   •   Monitor and Evaluate: Continuously monitor the progress of diversity and inclusion
       initiatives within each department. Regular evaluations will help measure
       effectiveness and identify areas for improvement.
Conclusion:
The departmental distribution of survey responses provides valuable insights into the current
state of diversity and inclusion at Amazon Development Center. By analyzing this data,
Amazon can identify key areas for improvement, develop targeted initiatives, and enhance
overall diversity and inclusion practices within the organization. This comprehensive
approach will contribute to a more inclusive and equitable workplace for all employees
   3. Tenure Analysis:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
       For the analysis of tenure at Amazon among survey respondents, we first compiled the
       data to understand the distribution of employees across different tenure categories. The
       survey asked respondents how long they had been working at Amazon, with options
       ranging from less than 1 year to over 10 years. After collecting and organizing the
       data, we observed the following trends:
Distribution of Tenure:
       The survey responses show that a significant portion of Amazon employees who
       participated in the survey have been working at the company for 1-2 years, with 23 out
       of 48 respondents falling into this category. This suggests that Amazon may have a
       relatively young workforce, with a sizable proportion of employees in the early stages
       of their careers at the company.
       On the other hand, there is a smaller but notable group of employees who have been
       with Amazon for 3-5 years, comprising 14 out of 48 respondents. This indicates a
       level of retention and possibly career progression within the company, as these
       employees have stayed with Amazon for a longer period compared to those in the 1-2
       year category.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
       The responses also show that there are employees who have been with Amazon for
       less than 1 year, which could represent new hires or employees in their probationary
       period. Additionally, there are a few employees who have been with Amazon for 6-10
       years, indicating a level of long-term commitment and possibly a more senior level of
       experience within the organization.
      The distribution of tenure suggests a need for tailored diversity and inclusion
       initiatives. Newer employees may require programs that focus on integration and
       support, while more experienced employees may benefit from initiatives that promote
       career growth and development.
      Understanding the tenure distribution can also help in designing mentorship or buddy
       programs, where experienced employees can support newer hires, enhancing
       inclusivity and knowledge sharing.
      The data indicates a relatively high turnover rate, especially within the first few years
       of employment. This suggests a need for Amazon to focus on retention strategies, such
       as career development opportunities, competitive compensation, and a positive work
       environment.
Future Considerations:
      As Amazon continues to grow and hire new employees, it will be essential to monitor
       and adapt diversity and inclusion initiatives to accommodate the changing
       demographics of the workforce.
      Regular surveys and feedback mechanisms can help in assessing the effectiveness of
       these initiatives and identifying areas for improvement.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
In conclusion, the analysis of tenure at Amazon provides valuable insights into the
composition of the workforce and can guide the development of targeted diversity and
inclusion strategies to create a more inclusive and supportive work environment for all
employees.
4. Perceptions of Inclusivity:
       This survey question was designed to assess the level of inclusion and value that
       employees feel within the Amazon Development Center. The responses received were
       as follows:
Data Analysis:
      Strongly Agree:
      Total Responses: 17
      Percentage: (17/48) * 100 ≈ 35.4%
      Agree:
      Total Responses: 13
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
      Neutral:
      Total Responses: 13
      Percentage: (13/48) * 100 ≈ 27.1%
      Disagree:
      Total Responses: 2
      Percentage: (2/48) * 100 ≈ 4.2%
      Strongly Disagree:
      Total Responses: 3
      Percentage: (3/48) * 100 ≈ 6.3%
Interpretation:
       Neutral Perception:
       • Total Responses: 13
       • Percentage: (13/48) * 100 ≈ 27.1%
Strengths:
   •     Strong Agreement: 17 respondents strongly agree that they feel included and valued.
         This suggests that Amazon has successfully fostered an inclusive environment for a
         significant portion of its workforce.
Areas of Improvement:
   •     Neutral and Disagree Responses: The 18 respondents who feel neutral or disagree
         highlight areas where improvement is needed. We should explore their specific
         concerns.
   •     Training and Education: Consider enhancing training programs to raise awareness and
         promote understanding of diversity and inclusion.
Proposed Improvements:
HR Recommendations:
   •   Inclusive Policies: Review and update HR policies to ensure they align with diversity
       and inclusion goals.
   •   Feedback Channels: Create accessible channels for employees to provide feedback and
       raise concerns.
   •   Engagement Initiatives: Create initiatives to engage the neutral group and convert their
       perceptions to positive by involving them in decision-making processes and
       acknowledging their contributions
   •   Support Systems: Strengthen support systems for those who feel excluded by
       providing resources, counseling, and mentorship programs to help them integrate better
       into the company culture.
   •   By addressing these areas, Amazon can improve its diversity and inclusion efforts,
       making employees feel more included and valued, ultimately leading to a more positive
       and productive work environment.
The following data analysis and interpretation present insights from a survey conducted to
evaluate employee satisfaction with Amazon's diversity and inclusion initiatives. This analysis
aims to identify the current status, gaps, and areas for improvement in these initiatives.
Responses:
•      Very Satisfied: 15 responses
•      Satisfied: 20 responses
•      Neutral: 11 responses
•      Dissatisfied: 1 response
•      Very Dissatisfied: 3 responses
Data Analysis:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Response Distribution:
      Very Satisfied (30%): 15 out of 50 respondents are very satisfied with Amazon’s
       diversity and inclusion initiatives.
Overall Sentiment:
      The majority of employees (70%) are either very satisfied or satisfied, suggesting that
       Amazon’s diversity and inclusion initiatives are generally well-received.
      The presence of dissatisfied and very dissatisfied responses (8%) highlights areas where
       the initiatives may not be meeting expectations or where there may be issues that need
       addressing.
Implications for Diversity and Inclusion Initiatives:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
      The high percentage of satisfied and very satisfied responses suggests that current
       initiatives are effective for a significant portion of the workforce.
      Neutral responses indicate potential gaps in the initiatives or areas where employees
       may not feel fully engaged or impacted.
      The dissatisfied responses, though a minority, are critical as they highlight specific pain
       points or issues that could be addressed to enhance overall satisfaction.
Survey Data:
       High Satisfaction Levels: A significant portion of respondents (31 out of 46) are
       either very satisfied or satisfied with the diversity and inclusion initiatives, indicating
       strong positive feedback for current efforts.
By addressing these gaps and focusing on areas for improvement, Amazon can further
enhance its diversity and inclusion initiatives, fostering a more inclusive and supportive work
environment for all employees.
   Survey results indicate that a majority of employees at Amazon Development Center feel
   safe when communicating their concerns at work. However, there are some who feel neutral
   or unsafe, highlighting areas for improvement in communication channels and trust-
   building measures. Suggestions include enhancing existing communication channels,
   fostering transparency and trust, providing targeted support for those feeling unsafe,
   conducting training for managers, and implementing regular monitoring systems. By
   addressing these gaps, Amazon can enhance its diversity and inclusion efforts, ensuring all
   employees feel valued and heard.
This analysis examines the survey responses regarding experiences of discrimination or bias at
Amazon Development Center, providing insights into the current state of diversity and inclusion
within the organization. The findings reveal both positive aspects and areas needing
improvement, offering a foundation for actionable recommendations to enhance workplace
inclusivity.
Survey Result:
• Yes: 16 responses
• No: 32 responses
Data Analysis:
The survey aimed to gather insights into employees' experiences with discrimination or bias at
the Amazon Development Center. Out of a total of 48 respondents, 16 (33.33%) reported
experiencing some form of discrimination or bias, while 32 (66.67%) did not report any such
experiences. This data suggests that a significant minority of employees perceive or have
experienced discrimination or bias in the workplace.
Interpretation:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Prevalence of Discrimination/Bias:
       The fact that one-third of respondents have experienced discrimination or bias is a
       critical finding. It indicates that despite existing diversity and inclusion initiatives,
       there are still substantial issues that need to be addressed. The presence of
       discrimination or bias can have negative impacts on employee morale, productivity,
       and retention.
       Support Systems:
       Establishing or improving support systems for employees who experience
       discrimination or bias is essential. This could involve setting up confidential reporting
       mechanisms, providing access to counseling services, and ensuring that there are clear
       and effective procedures for addressing complaints.
       Communication:
       Effective communication channels are crucial for fostering an inclusive culture.
       Encouraging open dialogue about diversity and inclusion issues and providing regular
       updates on the progress of initiatives can help build trust and transparency within the
       organization.
 Positive Insights:
With two-thirds of the respondents not experiencing discrimination or bias, it is important to
acknowledge the positive aspects of the current diversity and inclusion efforts at Amazon
Development Center. This majority indicates that a significant portion of the workforce feels
included and respected. Maintaining and building upon these strengths is essential for overall
improvement.
Employee Feedback:
       The responses highlighting experiences of discrimination or bias should be carefully
analyzed to identify specific patterns or recurring issues. This qualitative data can provide
deeper insights into the nature of the discrimination or bias experienced and help tailor
interventions more effectively.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Leadership Accountability:
Hold leadership accountable for promoting and upholding diversity and inclusion standards
within their teams.
       This analysis examines the open-ended survey responses from Amazon Development
       Center employees regarding their experiences of inclusivity or lack thereof. The
       responses highlight various forms of bias and discrimination, providing valuable
       insights into the current state of diversity and inclusion within the organization.
       The findings reveal both positive aspects and areas needing improvement, offering a
       foundation for actionable recommendations to enhance workplace inclusivity.
       Survey Question: Can you share any specific experiences of inclusivity or lack
       thereof that you have encountered at Amazon?
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
       The exact survey responses, as they were mentioned, can provide authenticity and
       direct insights into the employees' experiences. However, I have ensured to maintain
       confidentiality and formatted the responses for clarity and readability
       .
       "Kindly note that certain survey responses have been refined for clarity and
       conciseness, ensuring that the original meaning and intent of the respondents are
       preserved."
        Response: "The policies within the process lack clarity and are interpreted differently
       by individuals. Especially the training team just provides you with very limited
       information about the process."
       Interpretation: This response highlights issues with the clarity and consistency of
       company policies and training. Employees are experiencing confusion and
       inconsistency in company policies and training. This lack of clarity can lead to
       feelings of exclusion and uncertainty about their roles and responsibilities, hindering
       effective participation and understanding.
       Interpretation: This response underscores a general demand for equal treatment and
       opportunities, suggesting that some employees feel they are not being treated fairly or
       equitably.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
       "Regional bias. Being a North Indian was being sidelined by my manager who was
       bonding very well with native Telugu speakers."
       Interpretation: These responses reveal significant issues with regional and language
       bias, where employees feel excluded or discriminated against based on their regional
       background or language. Such biases can create a divisive work environment and
       undermine team cohesion.
5. Work-from-Home Bias:
       Despite my efforts to seek help through proper channels, I was unable to address the
       discrimination."
       Interpretation: These responses point to issues with internal politics and leadership
       bias, where personal biases and cost-cutting measures result in unfair treatment and
       career progression hindrances. Employees feel unsupported and discriminated against,
       exacerbating feelings of exclusion.
       The open-ended responses from the survey provide critical insights into areas where
       Amazon Development Center employees feel there are significant gaps in diversity
       and inclusion:
       Policy and Training Clarity: Enhance the clarity and consistency of policies and
       training programs to ensure all employees are well-informed and supported.
       Addressing Regional and Language Bias: Promote language diversity and mitigate
       regional biases through sensitivity training and inclusive communication policies.
       Addressing Internal Politics and Leadership Bias: Establish transparent and fair
       performance evaluation processes and ensure leadership is held accountable for
       unbiased decision-making. Provide avenues for employees to safely report and address
       instances of bias and discrimination.
       By addressing these identified gaps, Amazon Development Center can work towards
       creating a more inclusive and equitable work environment for all employees.
9. Employee Suggestions:
Survey Question: What additional measures could Amazon take to improve diversity
and inclusion?
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
The responses provide valuable feedback, highlighting areas of strength and areas needing
attention, such as training, promotions, and leadership practices. This analysis seeks to distill
key themes from the responses to inform future diversity and inclusion strategies at Amazon.
"Kindly note that certain survey responses have been refined for clarity and conciseness,
ensuring that the original meaning and intent of the respondents are preserved."
Survey Responses:
1.     Training needs to be improved, as the trainers aren't aware of new practices.
2.     I believe Amazon is one of the best companies in India.
3.     Some departments have proper hikes, whereas it’s been more than 1 and a half years
for me without a single hike, except the conversion one.
4.     Internal politics.
5.     It's all good.
6.     Change of leadership.
7.     Picking up specific and more analyzed connections which show deeper insight and not
just numbers.
8.     Receiving immediate response/help for the raised queries.
9.      Giving equal opportunities to everyone irrespective of who plays nice and buttering,
tenure, or location-based discrimination…
10.    Every promotion should be justified with all the teammates if possible.
11.    Change in Leadership.
12.    Nothing much.
Analysis: The responses reflect a mix of perspectives and suggestions for improving diversity
and inclusion at Amazon. Some employees highlighted the need for better training to increase
awareness of new practices. Others expressed satisfaction with Amazon as a company but
raised concerns about issues such as unequal hikes, internal politics, and the need for a change
in leadership. There were also suggestions for more thorough analysis in decision-making,
prompt responses to queries, and ensuring equal opportunities for all employees.
Interpretation: These responses underscore the complexity of diversity and inclusion issues
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
within Amazon. While some employees are content with the company, others feel there are
significant areas for improvement. Suggestions for better training, fairer promotion practices,
and addressing internal politics indicate a desire for a more inclusive and equitable work
environment. Addressing these concerns could enhance employee satisfaction and contribute
to a more diverse and inclusive workplace at Amazon.
Survey Question: Are there any specific programs or initiatives you would like to see
implemented?
This data analysis and interpretation provide insights into Amazon employees' perspectives on
diversity and inclusion, revealing a desire for enhanced career development opportunities,
transparency in processes, and support from leadership.
Survey Responses:
1.     Career development.
2.     More opportunities for IJP. All over, it's a great opportunity to work with Amazon.
3.     Providing more assistance with career opportunities and support at times.
4.     Transparency between every project or process that we do. Scorecards need to be more
transparent and should not pressure the employees at work.
5.     Career growth for non-IT employees to move to the IT side.
6.     Transparency in the process, support from managers and leadership, remove biases.
7.     NA.
8.     No.
9.     No.
10.    Not really.
Analysis: The responses indicate a desire for enhanced career development opportunities,
particularly in terms of internal job postings (IJP) and career growth. Employees also
expressed a need for more transparency in processes and scorecards, along with support from
managers and leadership. Some respondents did not suggest specific programs or initiatives,
indicating a potential gap in awareness or clarity regarding existing or desired programs.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Supportive Environment: Some employees feel Amazon fosters a supportive and inclusive
environment.
Mentorship Programs: Effective mentorship and career development initiatives were
highlighted.
Negative Experiences:
Quantitative Data:
Awareness: Majority (4 out of 6) are aware of the resources and accommodations available,
indicating decent but not universal awareness.
Sufficiency of Support: Most respondents (5 out of 6) believe the company provides
sufficient resources and support for employees with disabilities.
Qualitative Data:
Positive Feedback: One respondent believes the current resources and accommodations are
adequate and up to the mark.
Improvement Suggestion: Another respondent suggested enhancing infrastructure to better
cater to people with disabilities, highlighting a potential area for improvement.
Interpretation:
The survey results indicate that while there is a general awareness and satisfaction with the
resources and support for employees with disabilities, the absence of respondents who
identify as having a disability limits the direct insights from affected individuals. The
suggestions provided point to a need for ongoing evaluation and enhancement of physical
infrastructure to ensure accessibility.
Recommendations:
Quantitative Data:
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
Pronouns Usage: Most respondents use binary pronouns (He/Him and She/Her), with no
responses for non-binary or other pronouns.
Comfort with Sharing Pronouns: Majority (4 out of 6) are very comfortable sharing their
pronouns, while 2 are not comfortable.
Education and Awareness: Mixed responses with 3 feeling there is adequate education, 2
somewhat agreeing, and 1 disagreeing.
Support for Inclusion of Pronouns: Majority support (5 out of 6) the inclusion of pronouns
in email signatures and company profiles.
Qualitative Data:
Recommendations:
Enhance Education and Awareness: Implement more comprehensive training and resources
on pronoun usage and gender identity to address the mixed perceptions of current education
levels.
Encourage Open Dialogue: Foster an environment where employees feel comfortable
discussing gender inclusivity and sharing their pronouns.
Promote Pronoun Inclusion: Given the strong support, integrate pronouns into email
signatures and company profiles to normalize and support gender inclusivity.
By taking these steps, Amazon can improve gender inclusivity in the workplace and create a
more supportive environment for all employees.
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
You can find the latest Amazon diversity and inclusion reports on the official website.
Amazon's diversity reports provide detailed statistical data on diversity within the
(CSR) initiatives to support diversity and inclusion. Programs like Amazon Future
       inspired computer science project learning to foster early interest and skills in
       technology
  The link provides access to Amazon's workforce data, offering insights into the company's
employee demographics and diversity metrics, valuable for analyzing their diversity and
inclusion efforts.
The workforce data from Amazon indicates a strong focus on gender and ethnic diversity,
showcasing a multicultural environment. However, there are areas that could benefit from
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
improvement, such as gender balance in certain roles and ethnic representation in leadership
positions. These findings suggest a need for continued efforts to enhance diversity and
inclusion across all levels of the organization.
Amazon has received numerous accolades for its efforts in diversity and inclusion. In 2023,
Amazon was named the most desirable workplace by LinkedIn, which cited skills training and
Sustainability (US)
The report includes information on Amazon's workforce demographics, DEI initiatives, and
 Hiring Process:
underrepresented groups. For example, they have set goals to increase the hiring of
U.S. Black employees at various levels and to ensure that women occupy more senior
US About Amazon
amazon.jobs
Glassdoor's data on Amazon shows a 3.9 out of 5 rating based on employee reviews,
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”
highlighting positive aspects of working at Amazon such as career opportunities and benefits.
However, some reviews also mention challenges related to work-life balance and high-
Glamazon:
   The article "Proudly Ourselves: Celebrating the Diversity of the LGBTQIA+ Community
   at AWS" highlights AWS's commitment to inclusivity, support for LGBTQIA+ employees
   through networks like Glamazon, visibility in leadership, and participation in Pride events.
   AWS advocates for LGBTQIA+ rights and engages with the community through
   partnerships and sponsorships, emphasizing a diverse and inclusive workplace culture
   For more details on Amazon's diversity and inclusion initiatives, please visit the following
   link: https://www.aboutamazon.com/workplace/diversity-inclusion
      Study Limitations: The study's findings may be limited by factors such as the sample
       size, potential response bias in survey data, and the generalizability of results to
       broader populations.
The survey revealed a generally positive perception of inclusion and value among Amazon
employees, with many feeling safe to communicate concerns. However, a significant minority
satisfaction with diversity and inclusion initiatives was moderate, there were suggestions for
highlighted the importance of equal opportunities for career advancement and the need for
more education and awareness about pronoun usage and gender identity. Overall, the results
indicate a strong foundation for diversity and inclusion at Amazon, but also areas that require
o Recommendations:
o Conclusion:
 In conclusion, while Amazon has a strong foundation for diversity and inclusion, there
further enhance its diversity and inclusion initiatives, creating a more inclusive and
equitable workplace.
Books:
Websites:
https://www.amazon.jobs/content/en/our-workplace/diversity-and-inclusion
https://www.aboutamazon.com/news/workplace/diversity-equity-and-inclusion
https://www.aboutamazon.com/affinity-groups
Surveys Conducted:
Shaw, S. (2024). Survey on Diversity and Inclusion at Amazon [Survey]. Retrieved from:
https://docs.google.com/forms/d/e/1FAIpQLSc6BdY9Y8PhkWJBply3fQYmXqFMgRX3Pv2
KGmJGzfHAiXgxZw/viewform
https://docs.google.com/forms/d/e/1FAIpQLSeu0TPeJ4M0S0HzGl3MxKxRom2g6ztthTMkv
izssmMJ6wk4Aw/viewform
“Evaluating Amazon’s Diversity and Inclusion: Identifying Gaps, Proposing Improvement
and HR strategies”