Too High to Survive
The Regulatory Cost of California Cannabis
by Darius Kemp

Executive Summary
California’s legal cannabis marketplace, once heralded as a pioneering industry, is now facing a crisis driven by excessive taxation, overregulation, fragmented dual licensing concerns, and capital inaccessibility. This white paper, developed through qualitative interviews with industry operators and an analysis of economic data, investigates the structural inefficiencies that have destabilized cannabis retail, particularly among social equity licensees, and proposes actionable reforms. Despite high consumer demand and over $1 billion in annual state revenue, the majority of cannabis operators struggle to remain profitable. Retailers, especially those participating in social equity programs, face startup costs over $1 million, financing at interest rates as high as 30%, and tax burdens that drive consumers to a flourishing unregulated market. Regulatory requirements such as mandatory product testing and the CCTT seed-to-sale tracking system further strain business viability without commensurate public benefit. The paper argues that California’s cannabis market is not inherently anti-competitive but structurally unviable for most retailers under current policies. It offers three reform scenarios, from maintaining the status quo to a comprehensive systemic overhaul. The most practical recommendation—Scenario 2—calls for reduced taxes and fees, streamlined licensing, improved access to capital, and a restructured social equity framework. These changes could boost annual profitability by over $100,000 per retailer, revive consumer participation in the legal market, and improve long-term sustainability. Without immediate and coordinated intervention from state and local governments, California risks losing the businesses it sought to empower through legalization, threatening public safety, economic development, and equity goals.
Definitions
- CCTT California Cannabis Track and Trace uses unique identifiers (UIDs) to report the movement of cannabis and cannabis products through the licensed commercial cannabis distribution chain.
- DCC Department of Cannabis Control - the California agency that regulates the state cannabis marketplace, licensing, and policies.
- Legacy Operator - colloquial term for people who sold cannabis during the state’s prohibition and illegality period. They may have also been incarcerated for engaging in these activities.
- SF OOC - San Francisco Office of Cannabis is the city’s cannabis regulatory body. ● Regulated/Unregulated - terms that denote the legally authorized regulated cannabis activities versus the still illegal unregulated activities that occur in the underground market.
- Licit/Illicit - see regulated/unregulated.
- Social Equity - efforts support people and communities harmed by cannabis criminalization. These efforts lower barriers to the cannabis industry for those hit hardest by the War on Drugs.
Methodology
This white paper employs two primary methods for analyzing the California cannabis industry and the influence of taxes and regulations on the legalized market. Focusing primarily on qualitative interviews of industry experts from large multi-state operators (MSOs) to smaller local cannabis company owners, to understand the impact of taxes, regulations, and conditions on the ground that determine the success or failure of a cannabis retail store. Secondly, I reviewed academic articles, reports, news articles, and other periodicals to collect quantitative and qualitative data on the state of the California cannabis industry. Also, it is essential to note that I will only focus on the costs and status of the retail portion of the supply chain.
To investigate this problem, we will focus specifically on the market's retail sector. Because retail has the lowest margins in the entire supply chain, and since most social equity programs are located in urban areas, retailers hold the majority of equity licenses. Couple this with the current crisis in retail tax remittances, with a “15.4% default rate on the excise tax, this means roughly 250 retail businesses throughout the state … are behind on either all or part of their tax obligations”1, making it clear that the retail sector is a key component that must be addressed to begin improving the stability of the market.2
Introduction: Cannabis in California
Medical cannabis has been legal in California since the passage of Prop 215, the “Compassionate Use Act”, authorized by voters in 1996. With the world’s first and thriving medical cannabis industry created in 2016, voters went back to the ballot and approved Prop 64, the “Adult Use of Marijuana Act”. This was the beginning of a spark across the United States, challenging the status quo of the “war on drugs” started in the 1980s by President Ronald Reagan and championed by his wife, First Lady Nancy Reagan at the time. What is evident now is that the drug war was a failure, and attitudes on cannabis consumption in the U.S. have been flipped upside down. Currently, 54% of Americans live in a state where adult-recreational cannabis use is legal, with a total of 74% living in a state with either adult-recreational or medical use.3 Despite polling numbers and the fact that states are moving towards legalization at either the medicinal or recreational level, the federal government has barely moved on the issue. In 2024, President Biden initiated the process of rescheduling cannabis from Schedule I to Schedule III. While the second Trump administration has stated support for descheduling and even decriminalization, his administration has placed roadblocks through actions by the Drug Enforcement Administration (DEA).4
Nevertheless, until there are legislative and executive actions, the cannabis industry nationwide will still suffer from the de facto penalties created by continuing federal prohibitions. Currently, cannabis companies are restricted from utilizing any federally insured (FDIC) financial system because of the risk banks face from working with “illegal enterprises”. Instead, they depend on predatory banks, venture capitalists, and other private lenders. This highlights a serious externality of the California cannabis industry that can only be corrected in D.C. by Congress; however, there are still areas where California can improve the business environment for legacy operators and existing firms.
1.1 Current State of California Cannabis
When examining the current state of cannabis, we must focus on two distinct groups: consumers and operators. They are the primary drivers of the market's existence, notwithstanding the role the government plays in designing the legalized marketplace. They also bear the brunt of taxation that can discourage or attract consumers to the market, and the highest number of licenses are distributed to this category.
1.2 California Consumers
Consumption and approval of cannabis have been steadily on the rise since the adult-recreational use was legalized. The chart to the right is the National Survey on Drug Use and Health (NSDUH) Prevalence of Past-Year Cannabis Consumption, Unadjusted5. It indicates that cannabis consumption in California, while lower than in other Pacific coast states, was roughly 11% in 2002-03, and has risen to approximately 25% as of 2021-22. This is a strong indicator that the state's legalized and regulated market is robust, with potential to grow even further, considering the untapped potential still in the unregulated market. ERA Economics, a consulting firm hired by the California Department of Cannabis Control, estimates that the “total value [unlicensed cannabis produced in state] is around $11.9 billion ($2.0 billion within the state and $9.9 billion exported)”6. This indicates that the licensed regulated market of $5.43B as of 20237 has at least $2B in additional market capitalization, which is being untaxed and in the unregulated market because consumers have been able to find lower prices and ease of use.
Interviews and analyses of conversations with experts indicate that California cannabis consumers have easy access to the unregulated market, which is a significant deterrent for investors and is stunting the growth of the market. A simple Google, TikTok, Instagram, or Weedmaps search highlights the locations, dates, and times of events the industry refers to as “Seshes.” These events are held in public places, some near police stations, demonstrating California law enforcement's nonchalant and hands-off approach to the issue. The Department of Cannabis Controls also mentions this as a serious concern for the industry, highlighting that “plant eradications in California are estimated to represent between 6.9 and 16.8 percent of unlicensed production that is cultivated in the state for 2011–2016, and between 7.5 and 18.3 percent for 2019–2024.”8 These amounts barely put a dent in the unregulated market which underscores that more law enforcement and a reignitions the “war on drugs” would not solve the provlem of a vibrant underground unregulated cannabis market in California, that is easily
accessible to most people.
1.3 California Operators
Operators in the California cannabis industry are struggling to remain afloat, but that was not always the case. Considering that, “2016 was irresistible to cannabis entrepreneurs… capitalists wasted no time investing billions into California’s pot market.”9 Cultivation and retail were the early crowned jewels of the early stages of the industry, with companies like MedMen opening “Apple-like” stores with investors promising that they would “virtually print money.”10 Those days were short-lived, and now many cannabis firms/operators are either struggling to survive, are out of business, or utilizing the unregulated market to make ends meet. In an interview with an expert in the field, they noted that “95% of the income they make comes from 'direct-to-consumer wholesaling,'”11 which is a euphemistic way of saying selling on the unregulated market.
From 2020 to 2024, there has been a steady decline in the retail price of the baseline product, dried flower, going from a high of $39 per 1/8th of an ounce to $23 per 1/8th. Typically, we would attribute declining prices to innovations in the market or health competition. These downward price pressures stem from the unregulated market, overproduction, and oversaturation. While we have already discussed the issue of increased enforcement in the unregulated market, poor business practices and rushed venture capitalist investors, mixed with a harsh and complicated regulatory system, also contributed to creating these conditions for California operators. One expert went so far as to say that a significant problem with the industry was too much capital and “not enough adults in the room making decisions,” while also highlighting the oversaturation of licenses due to unlimited access created by the DCC and local governments.12
Additionally, the burden of taxes and regulations on the cannabis industry is overwhelming firms' ability to make any profit, harming the efficiency of the marketplace. A report from the DCC13indicates that the state currently has more cancelled or expired licenses than active ones across the supply chain. Industry experts are concerned about the industry's current pricing and taxation trends. Consumers are apprehensive about prices, and the legalized market has higher rates that push people into the unregulated market. With these conditions, the state's goal should be hyper-focused on supporting the capital financing pressures in the industry while reducing taxation and regulatory burdens to allow the industry to grow and sure up the market.
1.4 Social Equity
An important subsection of California operators is social equity, which the state has designated as an area of support essential to California’s market. But what is social equity in cannabis, and how does it impact the health and viability of the cannabis market? Often, people refer to social equity as reparations for Black people or charity for individuals affected by the “war on drugs.” Social equity is a process of the government providing certain business advantages to people impacted by the “drug war” and traditionally marginalized in entrepreneurship. This differs from a rural business program for small-town economic growth or women's business programs to increase female ownership.
The state adopted a light-touch approach in California, allowing cities and localities to determine whether and how they will implement a social equity program. The requirements generally include a residency within specific historically impacted zip codes, income limits, and/or a conviction for cannabis possession. In comparison, there may be more or fewer requirements based on local laws. However, the ultimate goal is to allow state residents to start a business in an industry where they were previously penalized. Opponents of social equity programs have argued that this is a “form of economic protectionism that limits competition and leaves small local operators vulnerable to predatory out-of-state partners and investors.”14 While I agree that some predictions of local operators being vulnerable to larger, predatory entities are valid, states often tilt the business landscape or regulatory market in a specific direction for various economic, cultural, or social reasons—for example, through the establishment of monopolies in garbage collection, subsidies on crops, or the creation of opportunity zones. California has created laws and regulations to codify social equity as a goal, alongside the health and viability of the cannabis marketplace. Therefore, as we proceed, it is essential to understand that any corrections or improvements to the industry must include the protection of the cannabis market's social equity sector.
What Forces are making California’s Cannabis Market Anti-Competitive?
Cannabis legalization has increased state and local tax revenues by approximately $1 billion per year since the passage of Prop 64. However, the state is seeing a decrease in active licenses, as companies use extraordinary measures to remain in business due to regulatory demands, and a constriction in capital markets, which is making it difficult for some companies to remit taxes effectively. Industry reports highlight that “$243.5 million in default is attributable to cannabis businesses that had licenses and were open at any point in time in 2023.”15
With firms abandoning licenses, going bankrupt, and leaving large unpaid tax bills, California’s cannabis marketplace is unhealthy, causing harm to citizens employed in the industry, business owners, and the state’s goals. To that end, this white paper, funded by the DCC, is meant to investigate anti-competitive forces impacting the industry's health. I have found that this framing of anti-competitiveness is a misnomer because competitive is not always the primary goal of a market; rather, we consider things like, whether there is equilibrium in the marketplace, whether services are being delivered efficiently, or if a monopoly exists, whether it is gouging consumers, amongst other criteria. Instead, I would argue that the California cannabis marketplace is too overburdened by misaligned state/local regulations and taxation, coupled with the high cost of business capital financing, making it difficult for license holders to succeed. My objective is to define and explain the core issues that have created these conditions for cannabis retailers in California, and then provide policy recommendations to rectify observed issues.
2.1 The Profit Problem
The core problem with regulated cannabis retail is the inability to earn a reasonable profit. For California, the most optimal outcome of creating a legalized cannabis industry would be its normalization, so that opening and financing a dispensary would be like a bar or restaurant. However, that is not the case because capital is difficult to find, and profit margins are virtually nonexistent. Utilizing the profit maximization model, I created a scenario to project the business environment for cannabis operators. My model makes some basic assumptions about the cost of starting a dispensary in San Francisco, listed below, based on interviews and conversations with over 10 experts in the field. Additional details are noted in (APPENDIX #1).
The cost of capital is calculated16 �� × . To determine the ��12 ÷ 1 − (1 +��12)−(��−12) variable cost per unit (VC) sold, I use the current wholesale price of ⅛ oz of cannabis flower ($13) and multiply it by the tax rate, utilizing this formula17 ���� = �� × (1 + ��) for a VC cost of $17.70 per unit. Total revenue was based on the assumption that this retail local would sell $1M or less of roughly 70K units of product annually at an industry-standard retail markup rate of 2.5 times the wholesale price. To determine this, I used the formula18 (���� − ����) × ���� = ����. Lastly, calculated the profits/losses by19 ���� − ���� = ������������
The most important takeaway from this model is that it is an economic loser for any intelligent entrepreneur. No sane person would choose to open a business with a loss of approximately $55K, contend with high taxes, in a federally illegal industry, and have an escalating number of armed robberies and break-ins20. With just one major crisis, like a robbery, debanking because of federal restrictions, unpaid supplier accounts, etc., operators are likely to enter into even more debt with very few financial options to manage it.
For example, the profit margin quickly disappears when the same model is utilized and some core variables are changed. Because it's San Francisco, and your location is in a high-crime and large unhoused community like the Tenderloin neighborhood, and you need armed security, the cost increases to $200k. Your interest rate on a financing loan from a VC firm goes to 27%, and rent goes to $25K a month. Under current market conditions, that would result in a deficit of —$300,000+.
Some key factors to note are the higher licensing fees and application costs. State
application costs for opening a bar that sells beer and wine in San Francisco would cost $1,500, with annual licensing fees of $1,100. Local licensing in SF is high for selling alcohol, with one-time costs between $150-300k, but this is also a conventional business with more options to finance and manage debt. Also, capital cost rates are exceptionally high in the cannabis industry, unlike the hospitality field, being between 17% and 30%, because of the risk of losing federal banking insurance (FDIC) due to its illegality. For my model, I used the lower end of that scale. Finally, the combined taxation rate that the consumer pays is 36%. That includes a state cannabis excise tax of 15%, state sales tax of 7%, SF cannabis tax of 8%, and a sales tax of 5%. This amount will fluctuate depending on the location of the dispensary. Still, tax rates of 30% and over, generally viewed as deterrents for many consumers, help to prop up the unregulated illicit market that the state desperately wants to terminate. When we return to this model, the profit problem is the primary focus of my policy recommendations.
Systems of Failure
3.1 The Road to Retail
Three main components have exacerbated the decline of the California legalized cannabis market: overcapitalization and commodification, local control, and taxes and regulatory policies. While they were all siloed with very different decision-makers within each, they have collided to create the perfect storm for retailers. Common sense dictates that most people would not start a business that is structurally proven to lose them money. Most people start companies in fields with strong fundamentals where they can predict profits and losses, such as a convenience store, content with steady profits and growth. Or they enter a risky market with gigantic potential, such as cryptocurrencies, gambling on their ability to strike it rich.
However, cannabis retail is currently a losing proposition in California. Using the profit maximization model, I have observed the current economic challenges of the marketplace, outside of the two most significant externalities: federal legal prohibition and a vibrant illicit market. Below, I have illustrated the process model for opening a cannabis retail store in San Francisco. Several important aspects of this process determine much of the initial capital cost to operators:
- Operators must secure a retail location before applying for a San Francisco or state license. While this requirement is potentially waived, it is a crucial cost driver because of location restrictions, which create predatory landlords who raise rates for cannabis businesses.
- Like many localities, San Francisco requires community improvement work to be done at the store's cost and with input from residents and nearby companies. This paternalistic rule is unnecessary in most other industries, adding time and costs to a struggling sector.
- Lastly, the local process must occur before state licensing can begin. In this process, companies have been approved for local licensing, which have gone on to be stalled or denied at the state level, adding additional bureaucratic steps, time, and resources that firms do not have.
Development
City-provided wifi in all City-owned buildings, parks, and transportation. City buildings, parks, and transportation are located (or travel to) nearly every neighborhood in Oakland. Thus, providing access to free, reliable, high speed broadband service 24 hours per day, 7 days a week in spaces owned by the City allows for increased access to the most underserved while equitably offering the service in all regions regardless of economic or historical neighborhood status. This project aligns with the existing OAK Wifi initiative “that provides free internet access for students, seniors, job seekers, small businesses, the underserved, and unconnected.”31 Currently, OAK Wifi’s widest coverage available appears to be along the Bart route between West Oakland and San Leandro which means residents outside of this zone must find other means to connect to reliable, high speed internet In addition, to aligning with City goals of closing the digital divide, this policy will expand the footprint of community anchor institutions32 provided by the City to provide more locations with internet resources to its residents. City facilities such as libraries and recreation centers offer free wifi to Oakland communities onsite, but it is not available in all City-owned outdoor spaces such as parks, golf courses, or stables. Challenges with wifi instability can be offset by provision of hardwire connections on City-owned property wherever possible.
The following map shows current OAK Wifi coverage in the green rectangles along the Oakland-San Leandro BART route.

On the following map, each black dot on shows the location and potential expansion of wifi coverage/access if made available across all City parks and fields, open spaces, and facilities (including recreation and cultural arts centers, golf courses, pools, stables,etc.)
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Innovation
Conversion of abandoned buildings to city-provided internet cafes. This policy could provide not only access to reliable, high speed internet but also technology to the most disadvantaged communities. Furthermore, these unused resources could provide revenue-generating opportunities to reinvest back into the infrastructure in these communities, and a face-lift to the surrounding real estate. Along San Leandro St., International Blvd., and throughout the City there are a number of abandoned or unused buildings that have remained so for years, some even decades. In addition to expanding access to the internet and possibly other digital services, transforming these sites to internet cafes could bring improved public safety and economic prospects. Improved safety would come by way of the community development that the creation of this new community anchor institution would provide leading to consistent public utilization of the facility. The uplift of the facades of these buildings also uplifts that of neighboring communities, and in turn, encourages the entry of or prospects for small businesses that could benefit from foot traffic. Many abandoned buildings are already located in areas with business and residential internet connections so much of the infrastructure will be in place for establishing new connections. Some challenges to this policy may present as time-consuming renovations may be needed. In addition, confirming Zoning requirements and gaining the proper permits may also slow down the process at the start of the project.
Digital Infrastructure Initiative
Bond measure to establish a city tax to generate a sustainable fund for the investment, deployment, and provision of free municipal broadband to all residents. The measure would afford equal access to broadband services along with the opportunity for all city residents to have reliable internet connections in their homes through the establishment of a sustainable funding source. This will support infrastructure investment and development, and deployment of broadband services with direct, local impact bridging the digital divide, digital adoption, and increased digital literacy amongst the most vulnerable populations.
It is important to note that broadband infrastructure requires continued development and maintenance just as roads do, and as such, should have sustainable, reliable funding sources not only on the federal and state level, but locally, too. With a new bond measure the municipality must ensure transparency of funds collected and disbursed via the establishment of oversight and advisory committees and regular auditing procedures. Measures for the equitable deployment of new internet technologies must be defined to ensure and sustain the practice. The basis for deployment of new technologies should be based on current equity conditions and evaluate current available internet speeds in the ISP affordability in the area, with those historically redlined neighborhoods with the slowest speeds and most costly providers moved to the top of the list.
In 2009, a Wireless Broadband Feasibility Study for the City of Oakland35 was submitted by Tellus Venture Associates where it found that:
- A point-to-point wireless broadband system is financially and technically sustainable.
- The cost of building and operating a system can be covered by the savings through efficiency gains and future budgetary decisions.
- Public internet access via community institutions is universally supported by residents, agencies, and businesses alike.
- Pay-as-you-go and public-private partnerships may enable entrepreneurial opportunities for local businesses.
- Wireless internet service provision to residents is not financially or technically feasible based on widespread technical and financial failure in other cities.
When compared to a 2023 study conducted in Cambridge, MA for initial development, deployment, and maintenance of fiber-to-the-premises (FTTP) internet services to its 52,300 households, the costs to do the same in Oakland would be nearly $425 million to serve its over 178,000 households.36 Such a project would require significant grant funds over a significant period of time for initial startup until revenues are sustainable.
Additional challenges to this policy may present in generating community support for another city tax, especially in the face of deficits and deficit spending along with the potential re-prioritization of broadband deployment projects that have already begun or in cases where the necessary infrastructure to upgrade service is not in place.
The following map is a snapshot of equity disparities across the City of Oakland by region and demonstrates the residual impacts of redlining with the deeper hues of purple.
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1.4 Social Equity
An important subsection of California operators is social equity, which the state has designated as an area of support essential to California’s market. But what is social equity in cannabis, and how does it impact the health and viability of the cannabis market? Often, people refer to social equity as reparations for Black people or charity for individuals affected by the “war on drugs.” Social equity is a process of the government providing certain business advantages to people impacted by the “drug war” and traditionally marginalized in entrepreneurship. This differs from a rural business program for small-town economic growth or women's business programs to increase female ownership.
The state adopted a light-touch approach in California, allowing cities and localities to determine whether and how they will implement a social equity program. The requirements generally include a residency within specific historically impacted zip codes, income limits, and/or a conviction for cannabis possession. In comparison, there may be more or fewer requirements based on local laws. However, the ultimate goal is to allow state residents to start a business in an industry where they were previously penalized. Opponents of social equity programs have argued that this is a “form of economic protectionism that limits competition and leaves small local operators vulnerable to predatory out-of-state partners and investors.”14 While I agree that some predictions of local operators being vulnerable to larger, predatory entities are valid, states often tilt the business landscape or regulatory market in a specific direction for various economic, cultural, or social reasons—for example, through the establishment of monopolies in garbage collection, subsidies on crops, or the creation of opportunity zones. California has created laws and regulations to codify social equity as a goal, alongside the health and viability of the cannabis marketplace. Therefore, as we proceed, it is essential to understand that any corrections or improvements to the industry must include the protection of the cannabis market's social equity sector.
Recommendations
Based on the assessment of the presented policy alternatives, the following recommendations are expected to bridge the digital divide and affordability gaps amongst internet service providers, while providing expanded access to reliable, high speed internet especially in historically redlined communities.
- Do not let present trends continue.
- In the area of Development, expand City-provided wifi to all City-owned buildings, parks, and transportation as it presents as the most effective method overall in advancing the City of Oakland’s commitment to equity and closing the digital divide.
- In the area of Digital Infrastructure Initiative, pass a Bond measure to establish a city tax to generate a sustainable fund for the investment, deployment, and provision of free municipal broadband to all residents. This recommendation will provide the opportunity for a more sustainable future in the expansion of broadband infrastructure for all of Oakland.
References
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- Cheap Internet Providers in Oakland | Plans From $19.99. (n.d.). ConnectCalifornia. Retrieved July 8, 2024, from https://www.connectcalifornia.com/internet-service/oakland
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- FCC. (2024b, June 3). ACP Consumer Survey | Federal Communications Commission. https://www.fcc.gov/acp-survey
- Gonsalves, S. (2023, December 5). How Monopolies and Maps Are Killing ‘Internet for All’—The American Prospect. https://prospect.org/economy/2023-12-05-monopolies-maps-killing-internet-for-all/
- Horrigan, J. (2024, March 11). The Affordable Connectivity Program Creates Benefits that Far Outweigh the Program’s Costs. Benton Foundation. https://www.benton.org/publications/affordable-connectivity-program-benefits-outweigh-costs
- Le, V., & Moya, G. (2020, June 2). On the Wrong Side of the Digital Divide—The Greenlining Institute. https://greenlining.org/publications/on-the-wrong-side-of-the-digital-divide/
- News • •, B. C. (2022, December 23). Oakland Accepts $500K to Help Provide High-Speed Internet Access to Those in Need. NBC Bay Area. https://www.nbcbayarea.com/news/local/east-bay/oakland-internet-access-grant/3112665/
- Nguyen, D. (2023, August 30). State’s broadband plan could leave out one of its least connected communities: East Oakland. #OaklandUndivided. https://www.oaklandundivided.org/news/states-broadband-plan-could-leave-out-one-of-its-least-connected-communities-east-oakland
- OakDOT Geographic Equity Toolbox Updated 2022. (n.d.). Retrieved July 8, 2024, from https://experience.arcgis.com/experience/57b194ffec8c4a7f949ec17682b819a1/
- Oakland is closing the digital divide through Oak WiFi and education. (2021, October 20). Default. https://www.calcities.org/home/post/2021/10/20/oakland-is-closing-the-digital-divide-through-oakwifi-and-education
- #OaklandUndivided: Closing the Digital Divide—Oakland Public Education Fund. (n.d.). Retrieved July 8, 2024, from https://www.oaklandedfund.org/oaklandundivided/
- Quaintance, Z. (2022, March 28). What Is Digital Redlining? Experts Explain the Nuances. GovTech. https://www.govtech.com/network/what-is-digital-redlining-experts-explain-the-nuances
- Redlining | Federal Reserve History. (2023, June 2). https://www.federalreservehistory.org/essays/redlining
- Tomer, A., Fishbane, L., Siefer, A., & Callahan, B. (2020, February 27). Digital prosperity: How broadband can deliver health and equity to all communities | Brookings. https://www.brookings.edu/articles/digital-prosperity-how-broadband-can-deliver-health-and-equity-to-all-communities/
- What is Broadband Internet? – Spectrum Resources. (n.d.). Retrieved July 8, 2024, from https://www.spectrum.com/resources/internet-wifi/what-is-broadband-internet
- Wireline Competition Bureau. (2012, June 1). WCB Cost Model Virtual Workshop 2012—Community Anchor Institutions | Federal Communications Commission. https://www.fcc.gov/news-events/blog/2012/06/01/wcb-cost-model-virtual-workshop-2012-community-anchor-institutions
- Xfinity. (n.d.-d). Internet Essentials—Affordable Internet from Xfinity. Xfinity. Retrieved July 8, 2024, from https://www.xfinity.com/learn/internet-service/internet-essentials