Cited by 42Terrorism, Counterterrorism, and Political ViolenceInternational Business and FDIInternational Development and Aid

Foreign Direct Investment, Aid and Terrorism: An Analysis of Developing Countries

Open access
Bandyopadhyay, Subhayu, Sandler, Todd, Younas, Javed·2011·Federal Reserve Bank of St. Louis Working Paper

Abstract

Using a dynamic panel data framework, we investigate the relationship between the two major forms of terrorism and foreign direct investment (FDI). We then analyze how these relationships are affected by foreign aid flows. The analysis focuses on 78 developing countries for 1984-2008. Our findings suggest that all types of terrorism depress FDI. In addition, aid mitigates the negative effects of total and domestic terrorism on FDI; however, this is not the case for transnational terrorism. This finding highlights that different forms of terrorism call for tailoring mitigating strategies. Foreign aid apparently cannot address the causes and supply lines of transnational terrorism. Aid's ability to curb the risk to FDI for total and domestic terrorism is extremely important because (i) domestic terrorism is an overwhelming fraction of the total terrorism for many developing nations, and (ii) FDI is an important engine of development for these nations.

Integrity signals

Registry

Crossref · 10.20955/wp.2011.004

Cites

40 of 40 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

2 of 8 cited sources checked · 0 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    Recent aid flows often have a counterterrorism component.

    “A substantial focus of recent aid flows is related to counterterrorism efforts (see, e.g., Fleck and Kilby, 2010).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Fleck and Kilby, 2010 source

      The Introduction and Section III report a substantial increase in U.S. bilateral aid during the War on Terror, including funds for Iraq, Afghanistan, and important allies. This supports a counterterrorism-related component of recent U.S. aid, but the paper does not establish that counterterrorism was a substantial focus of recent aid flows generally or measure how much aid directly funded counterterrorism efforts. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Findingown data

    Foreign aid lessens how much total and domestic terrorism hurt FDI in developing countries.

    “aid mitigates the negative effects of total and domestic terrorism on FDI”
    • Also stated in: § 1. Introduction · plain
      “Notably, aid has a mitigating influence on this reduction; on average, aid reduces this loss from 34.83 to 6.28 million US dollars.”
    Quote in the paperSubstantial claim
  • Findingreasoning

    Transnational terrorism causes monetary FDI losses of 88.09 million and 124.71 million US dollars.

    “In monetary terms, this results in a loss of FDI of 88.09 and 124.71 million US dollars, respectively.”
    Quote in the paperSubstantial claim
  • Findingreasoning

    For the sample average FDI level of 1,682.48 million US dollars, one additional total terrorism incident per 100,000 people reduces net FDI by 34.83 million US dollars for the average country.

    “To illustrate its harmful effect, we calculate this loss in terms of its monetary value for an average level of FDI in our sample, which stands at 1682.48 million US dollars.This loss amounts to a fall in net FDI position of 34.83 million US dollars for the average country.”
    Quote in the paperSubstantial claim
  • Findingown data

    Political globalization has a significant positive effect on FDI.

    “The significant positive effect of political globalization suggests that foreign investors prefer a venue country that is more integrated with the world.”
    Quote in the paperNot a substantial claim
  • May combine two claims. 21
  • Classified as probably not a substantial claim. 9
  • May combine two claims.

    Interpretationcitation

    More aid signals a lower future threat perception and appears to raise investor confidence.

    “Because donors increasingly link aid to encouraging enforcement efforts against terrorism (Azam and Thelen, 2010;Fleck and Kilby, 2010), aid's greater flow signals lower future threat perception, which appears to boost investors' confidence.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Azam and Thelen, 2010

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Fleck and Kilby, 2010 source

      The Introduction reports that U.S. aid budgets increased with the War on Terror, supporting a link between aid and counterterrorism-era priorities. It does not establish that donors tied aid to recipients’ enforcement efforts against terrorism. The sentence presents lower threat perception and investor confidence as the citing authors’ inference, not a finding attributed to Fleck and Kilby. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    In the 78 developing countries studied for 1984-2008, terrorism lowers FDI; for an average country, one more incident per 100,000 people cuts FDI by 34.83 million US dollars.

    “Our findings suggest that all types of terrorism depress FDI.”
    • Also stated in: § 1. Introduction · plain
      “We find that terrorism has a sizable negative impact on FDI; each additional incident per 100000 persons reduces FDI by 34.83 million US dollars for an average country.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The correlation matrix reveals that log GDP per capita and log phones are highly correlated, so including both would create multicollinearity.

    “Table 2 shows that there is high correlation between log GDP per capita and log phones, which indicates a multicollinearity problem if they are simultaneously included in the regression.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    In the sample, there were 34,781 terrorism incidents, of which 26,756 were domestic and 4,332 transnational.

    “In our sample, there are a total of 34,781 incidents of terrorism of which 26,756 are domestic terrorism and only 4,332 are transnational incidents of terrorism.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    At average aid levels, the partial effect of total terrorism on FDI ranges from -0.296 to -0.373, which supports the mitigating role of aid.

    “its partial effect on FDI, calculated for an average level of aid ranges from -0.296 (for the fully specified model) to -0.373 (for the baseline model), confirms the mitigating effect of aid.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    After adding GDP growth, trade openness, log inflation, and log phones, the primary variables keep about the same signs and significance, but the terrorism coefficient falls somewhat.

    “In column (2), the signs and significance of our primary (baseline) variables remain about the same after including these control variables in the regression specification; however, the coefficient on the terrorism variable declines somewhat.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    GDP growth and trade openness have positive and statistically significant effects on FDI/GDP.

    “As anticipated, GDP growth rate and trade openness exhibit positive and significant impacts on FDI/GDP”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Lagged FDI/GDP has a positive and significant effect on current FDI/GDP, showing persistence in FDI.

    “The effect of lagged FDI/GDP on its current rates is positive and significant, indicating persistence in FDI over time.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Democratic accountability and socioeconomic conditions both attract FDI to developing countries, but socioeconomic conditions are not statistically significant.

    “The results of democratic accountability and socioeconomic conditions in columns ( 4) and ( 5), respectively, reveal that both attract FDI to developing countries, but the latter is not statistically significant.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Log inflation has a negative but statistically insignificant effect on FDI/GDP.

    “while log inflation negatively impacts FDI/GDP, but is not statistically significant.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The interaction between terrorism and aid has a positive coefficient significant at the 1% level, supporting the conclusion that more aid reduces the harmful effect of terrorism on FDI.

    “The results show that the coefficient on this term is positive and significant at the 1% level, supporting our hypothesis that an increasing flow of aid ameliorates the adverse effect of terrorism on FDI.”
    • Also stated in: § 5. Concluding remarks · hedged
      “However, an interactive term between terrorism and aid indicates that aid greatly mitigates the adverse effect of terrorism on FDI -for an average country, this marginal impact falls to about a fifth of its initial value in millions of US dollars.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Excluding Colombia and India as outliers supports the earlier findings, and the negative terrorism effect on FDI increases slightly.

    “These results also strongly support our findings above.In fact, the magnitude of the coefficients on terrorism variables shows that their negative influence on FDI for all types of terrorism has marginally increased.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In the baseline model, the aid coefficient is negative and statistically significant.

    “The negative and significant coefficient on aid suggests that aid reduces FDI”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The interaction between transnational terrorism and aid is significant only in the baseline regression and does not survive sensitivity analysis.

    “Interestingly, the coefficient on the interaction term between transnational terrorism and aid is only statistically significant in the baseline regression, and does not withstand any of our sensitivity analysis.”
    • Also stated in: § 5. Concluding remarks · plain
      “The mitigating influence of foreign aid on the adverse FDI effect is, however, only significant for domestic terrorism.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S1 (asserted), S4 (based). May combine two claims.

    Findingown data

    In the baseline model, total terrorism incidents per 100,000 people have a negative coefficient on FDI/GDP that is statistically significant at the 1% level.

    “As expected, the coefficient on the terrorism term is negative and statistically significant at the 1% level.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Adult literacy rate has a positive but statistically insignificant effect on net FDI across all regressions.

    “Although adult literacy rate is found to affect the net FDI positively in all regressions, it is not statistically significant.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    With those additional controls, the phone coefficient becomes marginally significant, the added controls have positive coefficients, and adult literacy is not significant.

    “In fact, the coefficient on the phone term turns marginally significant with their inclusion.As expected, the coefficients on all of these additional control variables are positive, but the coefficient of adult literacy rate is not significant.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    Domestic terrorism causes monetary FDI losses of 35.43 million and 39.74 million US dollars, which aid reduces to 4.73 million and 7.40 million US dollars.

    “In monetary terms, this amounts to a loss in FDI of 35.43 million US dollars (for the fully specified model) and 39.74 million US dollars (for the baseline model); however, aid reduces this loss down to 4.73 and 7.40 million US dollars for the average country, respectively.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Substituting log GDP per capita for log phones leaves the regression results qualitatively unchanged.

    “Our regression results remain qualitatively the same if we include log GDP per capita instead of log phones.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Domestic terrorism results confirm that terrorism negatively affects FDI and that aid helps reduce this negative effect.

    “These domestic terrorism results further confirm that terrorism negatively affects FDI, and that aid helps mitigate this negative effect.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The phone variable has a positive but statistically insignificant coefficient.

    “The positive coefficient on the phone term suggests that better infrastructure availability attracts FDI; however, this coefficient is also not significant.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    The authors run a sensitivity check that adds institutional variables potentially influencing FDI.

    “performing a careful sensitivity analysis by including a host of institutional variables that may potentially affect FDI”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data
    § Foreign Direct Investment, Aid, and Terrorism: An Analysis of Developing Countries

    The instruments are valid and the errors show no serial correlation in each regression.

    “We checked each of our regressions, and our results strongly confirm the validity of instruments and the absence of serial correlation.”
    • Also stated in: § 4.3. Robustness analysis · plain
      “The P values for the Sargan and autocorrelation tests confirm the validity of our instruments and the absence of serial correlation in each regression.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A large increase in terrorism risk may cut a nation's net FDI position by roughly 5% of GDP.

    “they find that a significant increase in this risk can reduce the net FDI position by approximately 5% of GDP”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Abadie and Gardeazabal (2008)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    As a robustness check, alternative terrorism measures are also considered, including raw incident counts.

    “For robustness, we also investigate other measures of the terrorism variable -e.g., the number of terrorist incidents.”
    Quote in the paperNot a substantial claim
25 of 25
  • The paper relies on this without support.

    Inward FDI plays a key role in driving development in these countries.

    “FDI is an important engine of development for these nations.”
  • The paper relies on this without support.

    For developing economies, FDI provides a major pool of savings that supports growth.

    “FDI is a major source of savings for such countries to support economic growth.”
  • The paper relies on this without support.

    Few developing countries can project military or coercive power outside their own territory.

    “Most developing countries have little ability to project power beyond their borders.”
  • The authors state this as an assumption.

    The value the host government assigns to foreign firms' revenues is treated as fixed outside the model.

    “For simplicity, we assume that this weight, which captures these various potential benefits, is exogenously given.”
  • The authors state this as an assumption.

    Aid is assumed to flow from the foreign country to the host government.

    “We also assume that the host government receives aid A (measured in units of the numeraire good) from the foreign nation.”
  • The authors state this as an assumption.

    Aid to the host country is modeled as having two components, one general and one tied to counterterrorism.

    “we assume that the host nation receives aid in two forms: general aid and counterterrorism-tied aid.”
  • The paper relies on this without support.

    Investors spend substantial amounts to start operations in a host country, and most of that spending is sunk.

    “as investors incur considerable expenditures for starting a business in a host country, most of which are sunk cost, it is important to capture the persistence of FDI in a dynamic panel framework.”
  • The paper relies on this without support.

    Estimating the link between FDI and most of its explanatory variables creates endogeneity problems.

    “Second, measuring the relationship between FDI and most of its explanatory variables (especially terrorism, foreign aid, GDP growth rate, and trade openness) raises endogeneity concerns.”
  • The paper relies on this without support.

    Using instruments that are not valid can corrupt the estimates.

    “The use of invalid instruments can contaminate the estimation results.”
  • The authors state this as an assumption.

    An instrument is assumed to influence the dependent variable only through its exogenous effect on the endogenous variable it instruments.

    “The implicit identification assumption behind instrument(s) is that it affects the dependent variable only through its exogenous impact on the instrumented endogenous variable.”
  • The paper relies on this without support.

    Geographical distance, colonial history, and political regime type vary little or not at all over the sample period.

    “This is especially relevant for FDI regressions because factors such as geographical distance, colonial history, and political regime type display little, if any, variation over sample period.”
  • The paper relies on this without support.

    Developing countries have limited capacity to act proactively against terrorists who use foreign bases for cross-border attacks.

    “Developing countries have little ability to be proactive against terrorists using foreign bases to launch cross-border terrorist attacks.”
  • The paper relies on this without support.

    FDI is an important source of savings and thereby of growth and development.

    “Given that FDI is an important source of savings and therefore, growth and development, this finding is disconcerting for developing countries.”
13 of 13

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Descriptive statistics are assigned to the wrong table

    Minor

    The text directs readers to Table 2 for the descriptive statistics, but elsewhere identifies Table 1 as the descriptive-statistics table and Table 2 as the correlation matrix.

1 of 1

Cites

Flagged first, then by citations

1 of the 41 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
Bandyopadhyay, S., Sandler, T., & Younas, J.
Affiliations
  • West Virginia University (US)
  • The University of Texas at Dallas (US)
  • American University of Sharjah (AE)
Venue
Federal Reserve Bank of St. Louis Working Paper
Published
2011
OpenAlex
W2112009779
Cited by
42
References
41
Citations by year
2024: 2 · 2023: 3 · 2022: 3 · 2021: 1 · 2020: 3 · 2019: 2 · 2018: 4 · 2017: 3 · 2016: 4 · 2015: 3 · 2014: 4 · 2012: 2
Type
report
Language
en
Open access
Locations
  • SSRN Electronic Journal (acceptedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
Topics
  • Social Sciences › Sociology and Political Science › Terrorism, Counterterrorism, and Political Violence
  • Social Sciences › Business, Management and Accounting › Strategy and Management › International Business and FDI
  • Social Sciences › Development › International Development and Aid
Keywords
foreign direct investment, foreign aid, terrorism, domestic terrorism, international terrorism, developing countries, aid effectiveness, investment risk, economic development

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read under definition version 3 (extract-v3) on 2026-09-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review