Category: Economics

  • Place-Based Development and Inequality in Puerto Rico

    Literature Review Place-Based Development and Inequality in Puerto Rico Puerto Ricos contemporary economic development strategy has relied heavily on place-based tax incentives designed to attract external capital and high-income individuals. Scholars have long noted that such strategies emerge in contexts of structural economic constraint, where limited fiscal autonomy and prolonged recession shape policy choices (Dietz, 2003; Maldonado & Melndez, 2019). In Puerto Rico, these constraints have produced development models that prioritize investment attraction over redistribution, raising concerns about the uneven spatial and social distribution of benefits. Research on Puerto Ricos political economy emphasizes that development outcomes are rarely uniform across space. Instead, growth and investment tend to concentrate in already advantaged locations, particularly coastal zones and urban-adjacent areas with high amenity value (Maldonado & Melndez, 2019). These spatially uneven development patterns provide a critical backdrop for evaluating the distributional consequences of tax incentive policies such as Act 22 and its later consolidation under Act 60. Act 22 / Act 60 and Investor-Oriented Tax Incentives Acts 20 and 22, and their subsequent consolidation under Act 60, were designed to encourage business relocation and individual investor migration by offering preferential tax treatment. While proponents argue that these incentives stimulate economic activity and generate employment, critics contend that investor-oriented tax policies may disproportionately benefit high-income newcomers while providing limited spillover benefits to local populations (Gould, 2017; Rodrguez-Cotto, 2020). Empirical and policy-oriented analyses suggest that Act 22/60 participation is spatially concentrated, with investors clustering in select ZIP codes rather than distributing evenly across the island. This concentration raises concerns that incentive-driven investment may intensify localized housing demand and contribute to widening income disparities within receiving communities (Rodrguez-Cotto, 2020). However, systematic quantitative evaluations of these distributional effects at fine geographic scales remain limited, motivating further empirical investigation. Housing Markets, Gentrification, and Inequality A substantial body of urban scholarship links investment inflows to housing market transformation and displacement risk. Gentrification theory emphasizes how capital reinvestment in urban neighborhoods can produce rising housing costs, demographic shifts, and exclusionary outcomes, particularly for lower-income residents (Smith, 1996). Subsequent empirical research has documented how public and private investment can function as a catalyst for neighborhood change, often reinforcing existing inequalities rather than alleviating them (Zuk et al., 2018). In Puerto Rico, housing-market pressures have been shaped by a combination of investor demand, tourism expansion, post-disaster recovery, and constrained housing supply. Studies examining housing affordability on the island highlight that rising costs disproportionately burden long-term residents and lower-income households, raising the risk that incentive-driven development may exacerbate inequality through housing-market mechanisms (Maldonado & Melndez, 2019). These dynamics underscore the importance of incorporating housing controls when assessing the inequality implications of Act 60 exposure. Income Inequality and Fine-Scale Spatial Analysis Understanding inequality dynamics requires attention to geographic scale. Research demonstrates that income inequality and segregation often manifest more strongly at neighborhood or sub-municipal levels than at broader regional scales (Reardon & Bischoff, 2011). Fine-scale analysis allows researchers to capture localized processes that may be obscured by aggregate measures. ZIP-level analysis, while not without limitations, has been widely used in studies of neighborhood change and inequality due to its ability to capture sub-municipal variation while maintaining data availability across time (Galster, 2012). In the context of Puerto Rico, where municipalities encompass diverse neighborhoods with distinct housing and economic profiles, ZIP-level analysis provides a practical and analytically meaningful unit for examining inequality outcomes associated with policy exposure. Place-Based Tax Incentives in the Broader U.S. Context The broader U.S. literature on place-based tax incentives provides important context for evaluating Act 60. Studies of business incentives and tax expenditures consistently find mixed evidence regarding their effectiveness in promoting inclusive growth (Neumark & Simpson, 2015; Bartik, 2017). While incentives may influence firm or investor location decisions, their broader distributional impacts are often limited, particularly when investments concentrate in already competitive locations. Research further suggests that incentive-driven development may reinforce spatial inequality when benefits accrue to mobile capital rather than local labor or residents (Bartik, 2017). These findings parallel concerns raised in the Puerto Rican context and highlight the need to assess not only whether investment occurs, but where it occurs and how it interacts with existing socioeconomic conditions. Longitudinal Approaches to Neighborhood Change Neighborhood socioeconomic conditions evolve over time, making longitudinal approaches essential for evaluating policy impacts. Panel data methods allow researchers to model within-place change while accounting for unobserved, time-invariant characteristics that may influence outcomes (Wooldridge, 2010; Baltagi, 2008). Such approaches are particularly valuable in contexts where baseline conditions differ substantially across locations, as is the case in Puerto Rico. Mixed-effects panel models further enable the analysis of repeated observations while accommodating correlated errors across time. Prior research demonstrates that longitudinal designs improve inference in studies of inequality and neighborhood change by distinguishing temporal dynamics from cross-sectional differences (Wooldridge, 2010). Spatial Spillovers and Policy Diffusion A growing body of literature emphasizes that socioeconomic processes do not respect administrative boundaries. Spatial spillover frameworks recognize that investment, housing demand, and demographic change in one location may influence outcomes in neighboring areas through market interactions and mobility (Anselin, 1988; LeSage & Pace, 2009). Ignoring such spillovers can lead to incomplete or biased estimates of policy effects. Studies incorporating spatial dependence into analyses of neighborhood change demonstrate that spillover effects are particularly relevant for place-based policies that cluster geographically (Galster, 2012). In the context of Act 60, spatial spillovers may arise as investor activity in one ZIP code affects housing markets, labor dynamics, or inequality in adjacent ZIP codes, reinforcing the need for spillover-aware analytical frameworks. Summary and Research Gap Taken together, the literature suggests that investor-oriented tax incentives may generate concentrated development benefits while raising concerns about housing affordability and income inequality. However, empirical evidence evaluating these relationships at fine geographic scales and over time remains limited, particularly in the Puerto Rican context. Existing studies often rely on cross-sectional designs or aggregate units that obscure localized dynamics. This thesis addresses these gaps by employing a ZIP Year panel framework that integrates direct Act 60 exposure, temporal dependence, and spatial spillovers to examine the relationship between investor activity and income inequality across Puerto Rico. By combining distribution-based inequality measurement with longitudinal and spatially informed analysis, the study contributes to ongoing debates about the equity implications of place-based development policies.

    Attached Files (PDF/DOCX): Panel and Spatial Analysis of Act 60 fpr borad review(1).docx, Literature Review chapter 2.docx

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  • Book Review

    In line with your guidelines, book review grading will be based on the following rubric with 4 components:

    • Background of author and audience.
    • Discussion of main ideas and objectives.
    • The context for the book and comparison with other work on the subject.
    • Comments about strengths and weaknesses and implications for research and public policy.

    Where each rubric would have a weight of 0.25 and would have 5 categories (5,10,15,20,25). There could be further penalties for poor presentation or grammar. Component Scoring Scale (525 points)

    25 (Exceptional): Comprehensive analysis with no gaps. All arguments are backed by specific evidence from the text.

    20 (Strong): -5 points if the analysis is clear but misses secondary objectives or provides a generic description of the audience/context.

    15 (Satisfactory): -10 points if the report is purely descriptive (summarizing what happened) rather than analytical (explaining why it matters).

    10 (Poor): -15 points for significant gaps, such as failing to compare the book to other works or missing the author’s primary thesis.

    5 (Minimal): -20 points for surface-level mentions that do not demonstrate the student actually read the book in its entirety.

    Furthermore:

    • You will get 0 points if you write a book review of a paper or a textbook, no exceptions allowed. You can get some suggestions of books in the first discussion section.
    • Plagiarism will not be tolerated, actions would be taken.

    Guidelines for Book Review:

    A full book review may concern only one book. Its length is about 1500-2000 words. It should

    give readers an engaging, informative, and critical discussion of the work. The review should

    follow the Guidelines below.

    The review should consider (you use as your outline):

    The intended audience for the book and who would find it useful

    The background of the author(s)

    The main ideas and major objectives of the book and how effectively these are

    accomplished

    The context or impetus for the book – political controversy, implications of the book for

    research, policy, practice, or theory

    A comparison with other works on this subject

    Constructive comments about the strength and weaknesses of the book

    The front page of your review should include:

    Your first and last name

    Your student id

    Author(s) or editor(s) first and last name(s) (please indicate if it is an edited book)

    Title of book

    Year of publication

    Place of publication

    Publisher

    Number of pages

    Price (please indicate paperback or hard cover) if available

    ISBN

    Please use the choosen book: Title: Chinas Development Priorities

    Author Name: Shahid Yusuf , Kaoru Nabeshima

    Publisher: World Bank

    ISBN Number: 978-0-8213-6509-0

    Number of Pages: 172

    Attached Files (PDF/DOCX): book.pdf

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  • John Locke Institute Essay Prize 2026 Key Information & Bri…

    Dear Writer,

    I am writing to seek your expert collaboration in preparing a submission for the John Locke Institute Global Essay Prize 2026. My chosen question for the Economics category is:

    Technology now allows personalised pricing. If this came to be widely used, what effects should we expect?

    I am committed to producing an essay that is competitive at the very top tier of this prestigious competition. To ensure we share a clear vision and methodology, I have prepared this comprehensive brief based on extensive research into the competition’s winning strategies.

    1. Competition Ethos & Assessment Framework

    This competition, judged by senior academics from Oxford, Cambridge, Harvard, and others, evaluates essays as works of independent scholarly argument, not displays of memorised knowledge. As per the Institutes own criteria and analysis of past winners, success hinges on:

    • Intellectual Depth & Originality: Cultivating a unique, insightful perspective.
    • Analytical Rigour & Dialectical Reasoning: Building a thesis that survives serious critique through a “Point-Counterpoint-Reinforcement” structure.
    • Persuasive Force: The ultimate goal is to craft an essay capable of changing a sceptical reader’s mind. Essays that are descriptive, one-sided, or fail to engage the strongest objections will not succeed.

    2. Our Core Argumentative Strategy

    To meet this standard, our essay must move beyond a simple list of effects. I propose we adopt a framework emphasised by successful entrants and tutors:

    • Precision Dissection: We must first define the scopee.g., distinguishing between first, second, and third-degree price discrimination enabled by technologyand set clear boundaries for our analysis.
    • Dialectical Thesis: Our central claim should be robust and nuanced. For example: While widespread personalised pricing promises significant gains in allocative efficiency and firm profitability, its net effect is contingent on regulatory frameworks capable of mitigating profound risks to equity, competition, and privacy; without such guardrails, the societal costs will likely outweigh the benefits.
    • Mandatory Engagement with Counter-Arguments: Each major claim (e.g., efficiency gains from perfect price discrimination) must be immediately stress-tested with its strongest objection (e.g., equity concerns, consumer surplus extraction, algorithmic collusion) and then reinforced with reasoned analysis.

    3. Required Research & Preparation Methodology

    I am prepared to undertake 100+ hours of structured work, following a model derived from past winners experiences.

    • Phase 1: Foundation (Weeks 1-2): Finalise argument angle and gather 40+ high-quality sources. This will include seminal economic texts on price discrimination (Pigou, Tirole), contemporary academic papers on algorithmic pricing, and real-world case studies (e.g., dynamic pricing in travel/e-commerce, regulatory responses like the EU’s Digital Markets Act).
    • Phase 2: Construction (Weeks 3-4): Develop a detailed outline adhering to the winning structural template:
    • Introduction: Hook, precise definitions, and a clear dialectical thesis.
    • Body: Paragraphs following the “Claim-Evidence-Counter-Rebuttal” model.
    • Conclusion: A synthesising restatement that offers a forward-looking insight, not mere summary.
    • Phase 3: Refinement (Weeks 5-6): Successive edits focused on logical flow, clarity, and persuasive language. I will arrange for review by a critical third party to identify gaps.

    4. Mandatory Benchmarks & Resources

    To align our work with the competitions unique style, the following are essential references:

    • Video Analyses: You must actively use these channels to understand the expected analytical depth and structural finesse:
    • https://www.youtube.com/@viptutorsco/search?query=economics
    • https://www.youtube.com/@qingyingyu
    • https://www.aralia.com/helpful-information/guide-to-john-locke-essay-competition/
    • https://doxa.co.uk/undergraduate-mentors/karimphil
    • https://mypaperexperts.co.uk/john-locke-how-to-write-a-winning-essay-2025/
    • https://www.universityadmissionstutors.co.uk/post/how-to-use-the-john-locke-essay-competition-in-your-university-application
    • https://www.lumiere-education.com/post/the-ultimate-guide-to-the-john-locke-essay-competition
    • https://www.career-lane.com/blog/7-writing-tips-to-submit-a-winning-entry-for-the-john-locke-essay-competition/
    • https://www.tokyoacademics.com/blog/blog-john-locke-essay-competition-guide/
    • https://thedegreegap.com/exploring-the-2025-john-locke-essay-competition-what-you-need-to-know
    • https://qconsult.org/au-uni/how-to-excel-in-the-john-locke-essay-competition-a-tactical-theory-driven-guide/
    • https://doxa.co.uk/undergraduateresources/johnlocke
    • https://www.polygence.org/blog/john-locke-institute-essay-competition-guide
    • Exemplar Essays: I have attached winning essays from prior years. These are the primary benchmarks for tone, sophistication, and argumentative quality. Please study their approach to using evidence, integrating theory, and structuring complex arguments.
    • Substantive Depth: The essay must be rigorously economics-focused. Key areas for analysis include:
    • Theory: Price discrimination (1st/2nd/3rd-degree), consumer/producer surplus, deadweight loss, game theory models of competition.
    • Risks & Trade-offs: Equity vs. efficiency, behavioural exploitation (nudges, price walking), data privacy as an externality, algorithmic tacit collusion.
    • Evidence & Examples: Empirical studies on dynamic pricing outcomes, regulatory approaches from different jurisdictions.

    5. Compliance & Final Standards

    • Format: 2000 words (excluding bibliography). No footnotes; author name omitted. Clean, academic presentation.
    • Originality & AI Policy: The essay must be entirely original. AI can be used only for brainstorming and identifying objections, not for generating prose, structure, or arguments. This is a strict competition rule.
    • Goal: To produce a work of undergraduate-plus standard that stands out for its clarity, originality, and compelling force.

    I will manage the primary research, sourcing, and drafting, seeking your expertise to shape the argument’s rigour, economic precision, and structural power. Please confirm your availability for this collaboration and your agreement with this detailed approach.

    Thank you for your consideration.

    Kind regards.

    Attached Files (PDF/DOCX): 43b920_7312a1d5bd424ea58e07043a9905a7f0.pdf, 43b920_2797114132ec4bdda3ec0257776e55d1.pdf, 43b920_40ecdba38119493f8aab2648768e012a.pdf, 43b920_ef25c1fb2cb6436e8941a207d8aedf10.pdf, 43b920_c37d59e8cc334c6d9e64d36b4ee08e0a.pdf, 43b920_e1824c216f8e4c3b9508fc3dc2fee0dd.pdf

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  • Health Technology and Healthcare Delivery

    Please read the case study and answer the questions

  • Econ

    the book is open stax and make this perfect and use Chicago style and follow the syllabus and make good
  • “How to Apply ChatGPT in Economics”

    The primary objective of this report is to apply the concepts and definitions acquired during the

    Fundamentals of Economics course to systematically analyses real-world economic issues with

    CHATGPT. It is essential to avoid plagiarism or reproducing content from other authors without

    proper attribution in the reference section. Let us aim for simplicity and clarity in presenting our

    ideas and arguments throughout this report.

    Guidelines

    1. The final report must be written individually. Each student is required to submit a report

    of up to 12 pages, formatted on A4 paper, using Times New Roman, font size 12, and 1.5

    line spacing.

    2. 3. Reports should not exceed 12 pages in total. The same formatting requirements apply.

    The final report should be organized into the following sections:

    a. Cover, Abstract, and Introduction (2 points)

    b. Explanation of how ChatGPT works and its possible applications in economics (25

    points)

    c. Analysis of secondary data with ChatGPT (including the use of tables and figures) (40

    points)

    d. Using ChatGPT to learn basic economic indicators (20 points)

    e. Recommendations and solutions (10 points)

    f. References (3 points)

    4. 5. The report must be submitted in PDF format.

    Duplicated reports will not be accepted.

    All documents will be scanned and evaluated to prevent intellectual piracy and misconduct.

    Attached Files (PDF/DOCX): Final Report Fundametals of Economics 2.pdf

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  • Gordan Rule 1 Essay

    This essay is about the Gordon Rule 1: Adam Smith. You will write about and address two things about the topic. This summary is to be in your own words and on your own opinion. This is to be written in MLA format and a 600 word maximum.

  • Gordan Rule 1 Essay

    This essay is about the Gordon Rule 1: Adam Smith. You will write about and address two things about the topic. This summary is to be in your own words and on your own opinion. This is to be written in MLA format and a 600 word maximum.

  • Econ

    all info is in pictures
  • Case Study and discuss Wood County.

    Read the Organizing for Economic Development Case Study and discuss Wood County. What is the situation? How can this dissension be overcome and make the project a success? You want to develop an internal marketing committee. How can you engineer this committee to best benefit your success? What are some of their goals and how can they accomplish them to success? Any insights from the course readings/recordings to support your recommendations?

    Attached Files (PDF/DOCX): ED721CaseStudyWoodCountyS24.pdf

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