AI LITERACY | ACADEMIC & CAREER SUCCESS
  • About
  • Español
  • Lessons
  • Janiyah GPT
    • Intro Workshop
    • Start a Conversation
  • Podcast
  • Explore
    • Safety First
    • Careers >
      • Career Lessons
      • Q & A
    • Interactions >
      • Interaction Lessons
      • Online Communication & Collaboration
      • Social Media & Online Communities
    • Content
    • Tech >
      • Hardware
      • Coding & Programming
  • Search
  • Contact
  • Join Patreon

​Interaction Lessons

Your Research-Based Proof

2/26/2026

0 Comments

 
Who This Is For
10th grade to PhD learners—especially Latinas, Afro-Latinas, and Black women and girls—who want to strengthen their thinking, writing, and evidence-building skills while learning to navigate online sources critically and confidently.
This is for the learner who has ideas…
but wants to back them up with proof.


Purpose
This module helps learners build execution skills by:
  • Identifying a focused research question
  • Evaluating and selecting credible online sources
  • Writing a short research-based paper
  • Practicing digital literacies (asking questions, note-taking, evaluating credibility, justifying decisions, citing sources)
  • Publishing or archiving a completed draft as portfolio evidence
The goal is not a 20-page thesis.
The goal is evidence-based thinking made visible.


Portfolio Evidence
By the end, learners will have:
  • 1 completed research paper (3–6 pages OR 1,000–1,500 words depending on level)
  • 4–6 credible online sources cited
  • 1 annotated bibliography (brief notes on each source)
  • 1 reflection caption (“what I discovered / what changed my thinking / what I would research next”)

Learning Objective
By the end of this module, you will:
Formulate a focused research question, evaluate and synthesize credible online sources, and write a structured research paper that clearly presents an evidence-based argument relevant to your personal, academic, or professional interests.
A group of Black and Latina women and girls collaborate around a large wooden table in a bright library filled with bookshelves. Two adult mentors stand beside them, smiling and guiding the discussion. Several learners use laptops and tablets, while notebooks, printed research papers, and highlighted legislative briefs are spread across the table. The atmosphere feels focused, supportive, and academic, with natural light coming through tall windows. Black-Liberation.Tech
“Research Is Power”
​
The library was quieter today.

Jasmine stared at her blank Google Doc.
Title: Technology and Inequality
Cursor blinking.
Nothing else.


Jasmine: “I don’t even know where to start. There’s so much information online. I Google something and it’s like… 10 million results.”

Tia pulled up a chair.

Tia: “I went to a research-based university. Let me tell you something—just because someone has a title doesn’t mean they’re teaching you how to research well. Sometimes you have to learn the structure yourself.”

Jasmine looked up.

Tia continued: “Research isn’t copying information. It’s asking a better question.”
Across the table, Ebony chimed in.

Ebony: “I do legislative research for clients. I can’t just Google and paste. I have to know: Who wrote this? When? Who benefits from this policy? Research is about impact.”

Nadine leaned in, thoughtful as always.

Nadine: “When I moved into human interaction design, I had to understand what people feel and need. Research is curiosity structured. It’s asking, ‘Why?’ and actually listening to the answer.”

Nicole Bakula smiled.

Nicole: “As a UX researcher, my job is literally to discover the ‘why’ behind what people do. If you tell me your favorite app, I want to know why you love it. What problem does it solve? What experience does it create? That’s research.”

She paused.

Nicole: “And as minorities? We already research. We ask each other: ‘Did that happen to you too?’ That’s qualitative research. We just have to bring it into professional spaces.”

Jazmin nodded energetically.

Jazmin: “I loved research. I didn’t even know it was my strength at first—writing, reading, analyzing. But it was research that helped me position myself. I once read a book about immigrant communities that finally explained my family’s story. Research gave language to my experience.”

Sharlene crossed her arms thoughtfully.

Sharlene: “Research is also about understanding community. If you want to build programs or market to Latino communities, you need to know who they are. Numbers alone aren’t enough. Context matters.”

Njoki added softly:

Njoki: “I research all the time—Google for products, scroll to understand trends, read articles to stay updated. But the difference between scrolling and research? Intention.”

Jasmine exhaled.

Jasmine: “So it’s not about finding everything. It’s about finding what answers my question.”

Tia smiled.

Tia: “Exactly. So don’t write ‘Technology and Inequality.’ That’s too big. Try this:
‘How does access to digital tools reduce educational inequality in small communities?’”


Jasmine’s fingers started moving.

Nicole leaned over:

Nicole: “There is always space for you at the research table. Take it.”

​And for the first time, Jasmine didn’t feel overwhelmed.
She felt focused.
Research had entered the room.
A close-up view of a student sitting at a wooden table working on a research assignment. On the table are printed articles with highlighted sections, handwritten notes, and a laptop displaying a document titled “Lived Experience is Data” and “Ethical Research.” In the center, an open notebook reads “Research is My Intellectual Armor,” followed by notes about moving from information to evaluation, argument to voice, and responsibility. A checklist labeled “Execution Log” includes timeboxed writing, final edits, and reflective journaling. The scene emphasizes focused study, critical thinking, and confidence-building through research. Black-Liberation.Tech
Module Activities: Ask → Investigate → Write → Justify → Archive
Step 1 — Narrow Your Research Question (15 minutes)
Too broad:
  • “Technology and inequality”
  • “Women in tech”
Focused:
  • “How does access to technology reduce educational gaps in metropolitan communities?”
  • “How do UX research practices improve accessibility for minority users?”
  • “How does after-school programming centered on global history affect identity development?”
Execution rule:
If your question cannot be answered in 5–7 pages, it’s too broad.

Step 2 — Source Sprint: Find 6 Sources (30 minutes)
Find:
  • 2 scholarly sources (.edu, Google Scholar, peer-reviewed articles)
  • 2 reputable news or research organizations
  • 1 data source (Pew, Census, policy report)
  • 1 community perspective (interview, blog by expert, nonprofit report)
Use the “Verify Then Trust” protocol:
  • Who wrote it?
  • When was it published?
  • Who funded it?
  • Is it biased?
  • Does it cite evidence?

Research With Responsibility
Research is not just about collecting information.
It is about how knowledge is created, whose voices are centered, and how stories are told.


Historically, research has sometimes excluded, misrepresented, or harmed communities of color. As emerging researchers, especially as Latinas, Afro-Latinas, and Black women and girls, we approach research differently — with care, context, and accountability.

Before you begin writing, pause and reflect:
Ask Yourself:
  • Who is being studied in my sources?
  • Are these voices speaking for themselves, or are others speaking about them?
  • Are the communities represented with dignity and nuance?
  • Does this research acknowledge systemic factors (history, policy, power)?
  • Am I including perspectives from people who share lived experience with this issue?

Ethical Commitments for This Module:
  • I will verify the credibility of my sources.
  • I will not misquote or distort evidence to fit my argument.
  • I will acknowledge complexity instead of oversimplifying.
  • I will consider how my research could impact real people.
  • I will center humanity, not just statistics.
Research is not about proving you are right.
It is about seeking truth with integrity.


As Nicole reminds us, minorities often approach research differently — we check in with community, we ask, “Did you experience this too?” That instinct is powerful. Bring that awareness into your academic and professional writing.

When you research with responsibility, you are not just completing an assignment.
You are practicing ethical leadership.


Optional Reflection Prompt (for high school learners)
“What responsibility do I have when I write about this topic?”

Step 3 — Annotate Before You Write (30 minutes)
For each source, write:
  • Main claim:
  • Key evidence:
  • How it connects to my question:
  • One quote I might use:
This prevents copy-paste writing.

Step 4 — Draft Structure (Build Sprint 1 – 40 minutes)
Use this scaffold:
Title
Introduction
  • Hook
  • Context
  • Research question
  • Thesis statement
Body Paragraphs (3–4)
  • Claim
  • Evidence (with citation)
  • Explanation (Why it matters)
Conclusion
  • What this means
  • Why it matters for community
  • What should happen next

Step 5 — Cite + Justify (20 minutes)
Choose citation style (MLA, APA, Chicago).
Write one sentence:
“I structured my argument this way because…”
That is metacognitive execution.
It means you are paying attention to your own thinking—understanding why you organized your ideas a certain way and how you chose to support your argument.

Step 6 — Reflection Caption (10 minutes)
  • What I discovered:
  • What changed my thinking:
  • What I would research next:

Deliverables Checklist
  • Completed research paper draft
  • 4–6 credible sources cited
  • Annotated notes
  • Reflection caption

Mini Rubric (Portfolio-Based Evidence)
Complete (Meets Goal)
  • Clear research question
  • Evidence cited
  • Structured argument
  • Reflection included
Strong (Beyond Goal)
  • Nuanced argument
  • Clear synthesis across sources
  • Community lens included
  • Cultural awareness present
  • Revision after feedback

Instructor/Facilitator Notes
​For 10th–12th Grade:
  • Provide 3 sample research questions
  • Provide 2 pre-vetted scholarly sources
  • Use shorter 3-page structure
For College/PhD:
  • Encourage synthesis across disciplines
  • Require 1 counterargument section
  • Encourage public-facing research translation (blog summary version)
0 Comments

Create a Personal Blog

2/25/2026

0 Comments

 
Build It Messy: Your First Blog Post (and Your First Proof)
Who this is for
10th grade to PhD learners—especially Latinas, Afro-Latinas, and Black women/girls who are self-starters, creative, and ready to move from “consuming content” to publishing something real.

Purpose
This module helps learners build execution skills by completing a minimum viable blog and publishing a first post—without getting stuck in perfectionism.
Portfolio EvidenceBy the end, learners will have:
  • 1 published blog link (or shareable draft link)
  • 1 screenshot of the post + homepage
  • 1 reflection caption (“what I built / what I learned / what’s next”)
  • 1 connection moment (comment, DM, or feedback request)

Learning Objective
By the end of this module, you will publish a short blog post that shares a personal, academic, or professional insight, and you will practice digital literacies (asking questions, note-taking, communicating, DM’ing, and justifying decisions) to move from idea → draft → publish.
Two young Black women sit side by side at a wooden table in a library with tall bookshelves and arched windows in the background. One wears headphones while working on a laptop covered with transparent floating digital windows, representing multiple open tabs or ideas. A yellow sticky note on the laptop reads “Start a Blog.” A notebook lies open on the table, and both appear focused and engaged, suggesting collaboration and the transition from digital overwhelm to purposeful action. Black-Liberation.Tech
“From Tabs to Truth”
Jasmine sat at the library table with her laptop open, headphones on, and a notebook full of half-finished ideas. A sticky note on the edge of her computer read: START A BLOG. Under it, she’d scribbled: But what if it’s not good?

Her browser looked like a crowded room—YouTube tutorials, “Best Blogging Platforms,” “How to Write Like a Pro,” “How to Grow an Audience Fast.” Fifteen tabs. No post.

Tia walked by with that calm, steady energy she always carried—like someone who had learned to build through the nerves.

Tia: “Jasmine… how many tabs you got open?”

Jasmine groaned.

Jasmine: “Don’t judge me. I’m trying to do this right. Like… the right platform, the right theme, the right voice… I keep researching and I still haven’t written anything.”

Tia leaned in, smiling—not in a “gotcha” way, but in a “I’ve been there” way.

Tia: “Listen. When I was in undergrad, I had to create a blog for my internship. I documented my experience and wrote about marketing. It wasn’t perfect. But it was real. That blog helped me get over myself.”

Jasmine blinked.

Jasmine: “So you didn’t have the perfect setup first?”

Tia: “Baby, I had a draft and a deadline. That’s what made it real.”

Across the room, Dominique overheard and rolled her chair over, warm but direct.
Dominique: “Can I tell you something? I used to blog on Medium—just little snippets of my life and how I got into tech. Then I started sharing more about what it’s like working in the industry… the good and the challenging parts, especially as a woman of color.”

Jasmine’s eyes widened.

Jasmine: “But weren’t you nervous? Like… what if people judge you?”

Dominique nodded like she respected the fear, but didn’t let it drive.

Dominique: “Of course. But blogging gave people a way to reach out. Sometimes they’d DM me with questions, and we’d end up having real conversations—about interviews, about getting a foot in the door. The blog wasn’t just content. It was connection.”

Nadine, who had been listening quietly, added her signature “professional lens” with a small laugh.

Nadine: “Also… not all learning needs to come from random influencers. Sometimes I prefer learning from seasoned professionals—the people with years of experience. But you know what? Even professionals start with drafts. Your first post isn’t your final form.”

Njoki raised her hand from the other table like she was calling a meeting to order.

Njoki: “And honestly? The best reason to start a blog is purpose. If you’re excited, passionate—give yourself a reason to create. Your blog can grow with you. You can even add code later if you want.”

Tia tapped Jasmine’s notebook.

Tia: “Okay. New rule. Close ten tabs. Keep one. Then write one post. A messy first post is better than a perfect idea living in your head.”

Jasmine exhaled—like she’d been holding her breath for weeks.

Jasmine: “Alright. One post. Messy. But mine.”

Dominique smiled.

Dominique: “That’s it. Publish something you would’ve needed when you were starting.”

And just like that, Jasmine opened a blank document.
One title. One paragraph. One truth.
Execution had entered the room.

How many tabs are open in your mind right now?

An instructional slide titled “How many tabs are open in your mind right now?” visually contrasts digital overwhelm with focused execution. On the left, a laptop screen displays multiple browser tabs labeled “The Overwhelm.” On the right, a clean writing window titled “Untitled Document” appears under “The Shift,” with prompts such as “What happened?” and “What did I learn?” A checklist labeled “Definition of Done” includes items like title written and post published. A quote reads, “A messy first post is better than a perfect idea living in your head,” emphasizing action over perfection. Black-Liberation.Tech
Module Activities: Build → Share → Reflect → Archive
Step 1 — Choose Your Blog Topic (10 minutes)
Pick one lane:
Option A: Personal
  • “A lesson I learned the hard way…”
  • “How I’m learning without spending money…”
  • “What I wish someone told me…”
Option B: Academic
  • “How I’m managing school/work/life…”
  • “My study system / note-taking system…”
  • “What I’m researching and why it matters…”
Option C: Professional / Career
  • “My path into ___ (or my curiosity about it)…”
  • “How I’m building my portfolio…”
  • “A skill I’m learning and how…”
Execution rule: one topic, one post, one audience.

Step 2 — Define “Done” (5 minutes)
Your post is DONE when it has:
  • A title
  • 3 short sections (with headers)
  • 1 image (optional)
  • 1 “So what / what’s next” closing paragraph
That’s it.

Step 3 — Pick Your Platform (10 minutes)
Choose based on ease, not aesthetics:
  • Google Docs (draft-only) → easiest to start
  • Medium → quickest publishing
  • WordPress.com → good for growth
  • Wix / Squarespace → more design control (optional)
Execution rule: choose in 10 minutes. No redesigning today.

Step 4 — Build Sprint 1: Write the Ugly Draft (25 minutes)
Timer on. No researching.
Use this scaffold:
Title:
Hook (2–3 sentences):
Section 1: What happened / what I noticed
Section 2: What I tried / what I learned
Section 3: What I recommend / what I’m doing next
Closing: One sentence to the reader (“If you’re like me…”)


Step 5 — Build Sprint 2: Light Polish + Add One Proof (20 minutes)
  • Add headers
  • Add one image or screenshot OR a short bullet list
  • Fix obvious typos (not perfection)
Justify your decision:
Write 1 sentence: “I chose to publish this now because…”


Step 6 — Connection Moment (10–15 minutes)
Choose ONE:
Option A: CommentLeave a thoughtful comment on a blog post by a Latina, Afro-Latina, or Black woman creator.
Option B: DM (Template)“Hi ___, I’m building a small blog as part of my portfolio. Would you be willing to share one tip on what makes a post clear or impactful?”
Option C: Peer FeedbackAsk a friend/classmate:
“What’s one part that resonates? What’s one part that’s unclear?”


Step 7 — Publish + Archive Portfolio Proof (10 minutes)
Upload/save:
  • Link OR shareable draft
  • Screenshot of the post
  • Reflection caption (3–6 sentences)
Reflection caption template:
  • What I built:
  • What I learned:
  • What I’m improving next:

Deliverables Checklist (for learners)
  • Blog post published or shared as a draft link
  • Screenshot saved
  • Reflection caption written
  • One connection action completed (comment, DM, or peer feedback)

Mini Rubric (Portfolio-Based Evidence)
Complete (Meets Goal)
  • Post exists and is readable
  • Includes clear headers and a closing takeaway
  • Evidence saved (screenshot/link)
  • One connection action completed
Strong (Beyond Goal)
  • Post includes a personal story + specific advice
  • Uses a culturally affirming lens or clear audience focus
  • Feedback received and one revision made

Instructor/Facilitator Notes (Optional)
To support younger learners (10th–12th):
  • Provide 3 sample titles
  • Use a guided worksheet version of the draft scaffold
  • Encourage publishing in a low-stakes space first (Google Doc, private Medium)
To support college/PhD learners:
  • Encourage “blogging as knowledge translation” (research-to-public clarity)
  • Add optional “resource box” section linking 3 sources
  • Include professional positioning prompts (bio line + niche)
0 Comments

LEVEL 4: ECOSYSTEM ARCHITECTS

2/25/2026

0 Comments

 
High Difficulty | Infrastructure | Long-Term Sustainability | System Building
These are the most complex because they require vision, technical design, systems thinking, and ongoing management.
  1. Develop a Digital Product (app/software)
  2. Design an Online Course (full structured course with modules)
  3. Start an Online Mentoring Program
  4. Build a Digital Community Forum
  5. Create a Virtual Art Exhibition (full-scale curated and promoted event)

Why Level 4?

  • Requires technical or platform infrastructure
  • Requires long-term maintenance
  • Involves multiple stakeholders
  • Requires community management
  • Requires strategic sustainability planning
This is not just “build something.”
This is “build a system.”

0 Comments

LEVEL 3: FACILITATOR & SYSTEM DESIGNER

2/25/2026

0 Comments

 
Moderate–High Difficulty | Leadership | Coordination | Instructional Design
Now we move into multi-person systems, planning, and leadership.
  1. Organize an Online Workshop
  2. Host a Virtual Networking Event
  3. Design an Online Workshop for Educators
  4. Build an Online Learning Resource Library
  5. Conduct a Digital Marketing Audit

Why Level 3?
  • Requires curriculum design or structured facilitation
  • Requires coordination of participants
  • Moves from personal creation to structured learning design
  • Introduces evaluation and assessment
This level shifts you into:
Builder → Facilitator → Strategist

0 Comments

LEVEL 2: PUBLIC-FACING CREATOR PROJECTS

2/25/2026

0 Comments

 
Moderate Difficulty | Audience Engagement | Brand Development
These projects move from building for yourself to building for an audience.
  1. Launch a YouTube Channel
  2. Start a Podcast
  3. Develop an E-book
  4. Create a Professional Website
  5. Start a Social Media Marketing Campaign
​
Why Level 2?
  • Requires consistency and strategy
  • Introduces public visibility
  • Requires branding, positioning, and analytics
  • Begins audience-building
This is where you move from:
“I made something.”
to
“I shared something.”

0 Comments

Level 1: FOUNDATIONAL BUILDERS

2/25/2026

0 Comments

 
Low–Moderate Difficulty | Individual Execution | Skill Application
These projects require initiative but are primarily solo, skill-based, and execution-focused. They build confidence and tangible artifacts.
  1. Write a Research Paper Using Online Sources
  2. Curate a Social Media Content Calendar
  3. Host a Virtual Book Club
  4. Create a Personal Blog
  5. Create a Digital Portfolio

Why Level 1?
  • Focus on individual production
  • No complex technical infrastructure
  • Minimal financial investment
  • Low coordination complexity
  • High confidence-building value
This is where Tia Simmons’ mindset lives:
“Don’t let perfection stop you. Build the draft. Publish the post.”
0 Comments

    Author

    This blog post was created through a collaborative effort, incorporating valuable insights from contributors, prompt engineering and editing by Dr. Jordan, and the assistance of Janiyah GPT and Gemini for generating and refining content.

    Archives

    February 2026
    November 2024

    Categories

    All

    RSS Feed

Powered by Create your own unique website with customizable templates.
  • About
  • Español
  • Lessons
  • Janiyah GPT
    • Intro Workshop
    • Start a Conversation
  • Podcast
  • Explore
    • Safety First
    • Careers >
      • Career Lessons
      • Q & A
    • Interactions >
      • Interaction Lessons
      • Online Communication & Collaboration
      • Social Media & Online Communities
    • Content
    • Tech >
      • Hardware
      • Coding & Programming
  • Search
  • Contact
  • Join Patreon