Abstract
Conflicts are inevitable concerning sharing of the resources. Most of the time, due to the opacity of the conflict resolution technique, players involved do not accept the final solution. Therefore, any method adopted for resolving a conflict should involve players to get the equilibrium solution. Besides, the conflict resolution technique needs to be transparent, and the procedure must be the same for all the players involved. Metagame Analysis has the potential to accommodate the above conditions. In this study, we have discussed Metagame Analysis and its application to resolve India’s Krishna river basin dispute. Since the environment is an integral part of the river ecosystem, it has also been included as a conflict resolution player. We have also defined and derived Fair and Equitable (F&E) allocation in this regard, considering the factors that form the basis for their right as a rightful owner of the resource. The factors considered for F&E allocation are drainage area, cultivable area, and virgin runoff. The derived F&E allocation is then selected as one of the options for the Metagame Analysis. Metagame Analysis is carried out using two scenarios before and after Andhra Pradesh’s reorganization (in 2014). In scenario 1, equilibrium outcomes are 454, 458, and 469. Our results show that excessive demands may harm the water allocation if it violates the total flow. Outcome 469 is the F&E outcome in which all the players are going for cooperated negotiations which maximize their share. Outcomes 454 and 458 are those outcomes in which Karnataka is benefitted as it is getting its first option share. AP’s demand cannot be accommodated in any strategy as it exceeds the total flow, while there is a strategy available in which Karnataka’s first option can be sustained. The paper shows that the game-theoretic-based techniques can solve real-world disputes and that too as complex as water sharing.
Graphic abstract
Similar content being viewed by others
Data Availability Statement
This manuscript has no associated data or the data will not be deposited. [Authors’ comment: Data sharing is not applicable to this article as no datasets were generated and analysed data is provided in Table 1.]
References
J. Alcalde-Unzu, M. Gómez-Rúa, E. Molis, Allocating the costs of cleaning a river: expected responsibility versus median responsibility. Int. J. Game Theory 50, 185–214 (2021)
M.T. Ashry, Finding solutions to water disputes. A report on Water and Dispute Prevention: South Perspective, Center for the Global south, The American university, Washington, DC (1998)
C.T. Bergstrom, P. Godfrey-Smith, On the evolution of behavioral heterogeneity in individuals and populations. Biol. Philos. 13(2), 205–231 (1998)
A.K. Biswas, Management of shared natural resources: problems and prospects. J. Indian Water Resour. Soc. 3(1), 7–18 (1983)
A.K. Biswas, An assessment of future global water issues. Int. J. Water Resour. Dev. 21(2), 229–237 (2005)
S. Bhattacherjee, P. Sarkar, Weighted voting procedure having a unique blocker. Int. J. Game Theory 50, 279–295 (2021). https://doi.org/10.1007/s00182-020-00751-z
P. Brañas-Garza, E. Molis, L. Neyse, Exposure to inequality may cause under-provision of public goods: experimental evidence. J. Behav. Exp. Econ. 92, 101679 (2021)
R.L. Cohen, Perceiving justice: an attributional perspective, in Equity and justice in social behavior, ed. by J. Breenberg, R. Cohen (Academic Press, New York, 1982), pp. 119–160
N.M. Fraser, K.W. Hipel, Computational techniques in conflict analysis. Adv. Eng. Softw. 2(4), 181–185 (1980)
N.M. Fraser, K.W. Hipel, Metagame analysis of the Poplar River conflict. J. Oper. Res. Soc. 1(5), 377–385 (1980)
N.M. Fraser, K.W. Hipel, Dynamic modeling of the Cuban missile crisis. J. Confl. Manag. Peace Sci. 6(2), 1–18 (1983)
N.M. Fraser, K.W. Hipel, Conflict analysis: models and resolutions, Series vol. 11, North-Holland (Elsevier publishing co., Inc, New York, 1984)
K.W. Hipel, Decision technologies for conflict analysis. Inf. Decis. Technol. 16(3), 185–214 (1990)
K.W. Hipel, N.M. Fraser, Metagame analysis of the Garrison conflict. Water Resour. Res. 16(4), 629–637 (1980)
K.W. Hipel, R.K. Ragade, T.E. Unny, Metagame theory and its applications to water resources. Water Resour. Res. 12(3), 331–339 (1976)
K.W. Hipel, Multiple objective decision making in water resources. Water Resour. Bull. 28(1), 3–12 (1992)
K.W. Hipel, R.K. Ragade, T.E. Unny, Metagame analysis of water resources conflicts. ASCE J. Hydraul. Div. 100, 1437–1455 (1974)
N. Howard, Paradoxes of rationality, theory of metagames and political behavior. (MIT, Cambridge, MA, 1971)
N. Howard, The analysis of options in business problems. INFOR 13(1), 48–67 (1975)
ILA, Helsinki rules on the use of waters of international rivers. Report of 46th conference of international law association. Helsinki, pp. 484–532 (1966)
India-water resources information system. https://indiawris.gov.in/wris/#/Basin
D.M. Kilgour, K.W. Hipel, N.M. Fraser, Solutions concepts in non-cooperative games. Large Scale Syst. 6, 49–71 (1984)
KWDT-I, Report of the Justice Bachawat Committee (Krishna Waters Dispute Tribunal, New Delhi, 1973)
KWDT-2, Report of the Justice Brijesh Kumar Committee (Krishna Waters Dispute Tribunal, New Delhi, 2013)
M.T. Marsh, D.A. Schilling, Equity measurement in facility location analysis: a review and framework. Eur. J. Oper. Res. 74(1), 1–17 (1994)
B.E. Nanacarrow, J.A. McCreddin, G.J. Syme, Developing fair processes for the re-allocation of groundwater for long term sustainability in the Namoi Valley. Perth, CSRIO, Land and Water Consultancy Report, pp. 98–40 (1998)
K.D.W. Nandalal, S.P. Simonovic, State-of-the-art report on systems analysis methods for resolution of conflicts in water resources management. IHP-VI, Technical Documents in Hydrology - PCCP series, No. 4, p. 135, UNESCO (2003)
N. Okada, K.W. Hipel, Y. Oka, Hypergame analysis of the Lake Biwa Conflict. Water Resour. Res. 21(7), 917–926 (1985)
Z.E. Öztürk, Fair social orderings for the sharing of international rivers: a leximin based approach. J. Environ. Econ. Manag. 101, 102302 (2020)
D.P. Panday, Towards a fair and equitable allocation of Krishna waters. M.Tech thesis, Department of Civil Engineering, IIT-Delhi, New Delhi (2015)
M. Perc, Phase transitions in models of human cooperation. Phys. Lett. A 380(36), 2803–2808 (2016)
M. Perc, The social physics collective. Sci. Rep. 9, 16549 (2019). https://doi.org/10.1038/s41598-019-53300-4
K.A. Rasinski, What is fair or is it? Values differences underlying public views about social justice. J. Pers. Soc. Psychol. 53(1), 201 (1987)
K. Ravikumar, R. Khosa, Helsinki rules based allocation of Cauvery river waters. Proc of the international conference on hydrological perspectives for sustainable development, ed. by Perumal et al., Department of Hydrology, IIT Roorkee, India, vol. 2, pp. 1032–1045 (2005)
K. Ravikumar, R. Khosa, Fair and equitable allocations of Cauvery River waters. Water Int. 32(4), 571–588 (2007)
K. Ravikumar, Towards a fair and feasible allocation of Cauvery eaters. Un-published Ph.D. Thesis, IIT Delhi, New Delhi. (2008). http://eprint.iitd.ac.in/bitstream/handle/2074/6206/TH-3526.pdf?sequence=2&isAllowed=y
R. Shukla, A. Chakraborty, K. Sachdeva, P.K. Joshi, Agriculture in the western Himalayas - an asset turning into a liability. Dev. Pract. 28(2), 318–324 (2018). https://doi.org/10.1080/09614524.2018.1420140
G.J. Syme, B.E. Nancarrow, Perception of fairness and social justice in the allocation of water resources in Australia. A Report of the Land and Water Resources Research and Development Corporation, CSIRO, Division of Water Resources (1992)
G.J. Syme, B.E. Nancarrow, Fairness and its implementation in the allocation of water. Xth World Water congress, Melbourne Convention Center, Melbourne, Australia, 12–17 March (2000)
G.J. Syme, B.E. Nancarrow, Achieving sustainability and fairness in water reform: a western Australian case study. Water Int. 31(1), 23–30 (2006
G.J. Syme, M.D. Fenton, Perceptions of equity and procedural preferences for water allocation decisions. Soc. Nat. Resour. 6, 347–359 (1993)
G.J. Syme, B.E. Nancarrow, Planning attitudes, lay philosophies and water allocation: a preliminary analysis and research agenda. Water Resour. Res. 32(6), 1843–1850 (1996)
G.J. Syme, B.E. Nancarrow, The determinants of perceptions of fairness in the allocation of water to multiple uses. Water Resour. Res. 33(9), 2143–2152 (1997)
G.J. Syme, B.E. Nancarrow, J.A. McCreddin, Defining the components of fairness in the allocation of water to environmental and human uses. J. Environ. Manag. 57, 51–70 (1999)
T. Taylor, R. Hastie, The social consequence of cognitive illusions, in Research on negotiation in organizations; Handbook of negotiations research, vol. 3, ed. by M. Bazerman, R. Lewicki, B. Sheppard (JAI Press, Greenwich, 1991), pp. 69–98
M.A. Takahashi, N.M. Fraser, K.W. Hipel, A procedure for analyzing hypergames. Eur. J. Oper. Res. 18, 111–122 (1984)
UNCIW, United Nations convention on non-navigational uses of international watercourses. Adopted by the UN General Assembly in resolution 51/229 of 21 May. (1997). http://www.internationalwaterlaw.org. Accessed 17 Jan 2004
Acknowledgements
AA acknowledges the funding support provided by the Indian Institute of Technology Roorkee through Faculty Initiation Grant number IITR/SRIC/1808/F.I.G and COPREPARE project funded by UGC and DAAD under the IGP 2020–2024. RM acknowledge the funding provided by DST under the Inspire Faculty Fellowship. DPP acknowledges the support provided by UPES under its doctoral program.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Panday, D.P., Khosa, R., Maheswaran, R. et al. Game-theoretic-based modelling of Krishna waters dispute: equilibrium solutions by Metagame Analysis. Eur. Phys. J. B 94, 101 (2021). https://doi.org/10.1140/epjb/s10051-021-00107-w
Received:
Accepted:
Published:
DOI: https://doi.org/10.1140/epjb/s10051-021-00107-w