had  conducted  reasearch  on  banking  industry  with  the  reason  for    banking industry to be more regulated than other industries. Also, manufacturing industry
has more judgment on considering certain factors of additional financing source.
1.4 Research Questions
1. Do  earnings  have  value  relevance  towards  stock  performance  with  non-
linear relationship? 2.
Does  book  value  have  value  relevance  towards  stock  performance  with non-linear relationship?
3.
Does  debt  have  value  relevance  towards  stock  performance  with  non- linear relationship?
1.5 Objectives of Research
1. The  research  is  conducted  to  examine  the  value  relevance  of  earnings
towards stock performance with non-linear relationship 2.
The research is conducted to examine the value relevance of book value towards stock performance with non-linear relationship
3. The research is conducted to examine the value relevance of debt towards
stock performance with non-linear relationship
1.6 Benefit of Research
1. For the academician, as the training to participate into accounting research
area  and  also  increase  the  knowledge  of  value  relevance  of  accounting information
2. For UNIMED, as the addition research of the accounting area especially
the relevance of accounting information 3.
For  the  object,  as  the  revaluation  of  the  related  standards  of  accounting information  that  could  increase  its  value  and  assist  the  related  user
CHAPTER V CONCLUSION AND SUGGESTION
5.1    Conclusion
From  research  analysis  and  discussion  which  has  been  elaborated  before and  based  on  data  obtained  from  research  as  which  has  been  discussed  in  this
thesis, hence the conclusion are as follows. 1.
Earnings  has  no  value  relevance  towards  stock  performance  with  non- linear relationship.
2. Book  value  has  no  value  relevance  toward  stock  performance  with  non-
linear relationship. 3.
Debt  has  no  value  relevance  towards  stock  performance  with  non-linear relationship.
4. From the partial test,  non-linear relationship of earnings,  book value,  and
debt toward stock performance is not significant. However, the non-linear model still has better explanatory power than linear one. It  could observe
by the coefficient determination arise when using non-linear model.
5.2 Limitation
The research has limitation as follow: 1.
The  research  do  not  observe  the  value  relevance  of  cash  flow.  Few researches have compared between earnings and cash-flow though Stice et
al  2007  stated  that  earnings  provides  a  better  indication  of  firm performance than cash flow. It is also supported Dechow 1994 earnings
are  more  strongly  associated  with  stock  return  over  short  measurement. however, cash flow improves when the interval is lengthened.
2. The  research  do  not  unticipated  the  macro  factors  that  might  interfere  on
the capital-market research. 3.
The research do not make comparison for the interval length since Brimble and  Hodgson  2005  found  that  both  on  linear  and  non-linear  model  of
value relevance studies, R
2
increased with the additional interval length. 4.
The  research  to make  comparison  between  financial  and  non-financial industries,  since  Djadmiko  2005  conducted  research  on  financial
companies  and  this  research  on  manufacturing  companies,  lead  into different result.
5.3      Suggestion
Based  on  conclusions  explained  before  and  research  findings,  hence submitted suggestions as follows.
1.
Suggestion for next researcher to observe the other accounting information e.g., value relevance of cash flow.
2.
Suggestion to anticipate the macro factors on value relevance studies
3.
Suggestion to make comparison for the interval length 4.
Suggestion  to make  comparison  between  financial  and  non-financial industries
REFERENCES
Aboody,  D.,  M.E  Barth.,  R.  Kasznik.  1999.  Revaluation  of  Fixed  Assets  and Future  Firm  Performance:  Evidence  From  UK.  Journal  of  Accounting  and
Economics 26. P. 149-178 Ali,  Ashiq.  1994.  The  Incremental  Information  Content  of  Earnings,  Working
Capital from Operations  and Cash  Flows.  Journal of Accounting Research, vol 32, no. 1, 61-73.
Alali,  F.A.,  P.S  Foote.  2012.  The  Value  Relevane  of  International  Financial Reporting  Standards:  Empirical  Evidence  In  Emerging  Market.  The
international journal of accounting 47. P. 85-108 Ali,  A.  And  P. Zarowin, 1992. Permanent  vs.  Transitory Components  of  Annual
Earnings  and  Estimation  Error  in  Earnings  Response  Coefficients.  Journal of Accounting and Economics, 15: 249-64.
Amir, E.  B. Lev., 1996. Value-Relevance of Nonfinancial Information. Journal of accounting and economics 22 : 3 - 30.
Aprilianto,  D.  2014.  Pengaruh  ROA,  ROE,  DER  dan  EVA  terhadap  Return Saham  pada  Perusahaan  Manufaktur  yang  Terdaftar  di  BEI  Periode  2008-
2011. Widya Mandala Chatolic University. Surabaya Ayers, B. C. 1998. Deferred Tax Accounting under SFAS no. 109: an Empirical
Investigation  of  Its  Incremental  Value-Relevance  Relative  to  APB  No.  11. The Accounting Review, Vol:73, P. 195-212
Ball,  R.,  and  P.  Brown,  1968.  An  Empirical  Evaluation  on  Accounting  Income Number. Journal of Accounting Research: 159-178.
Barth, M. E., W. H. Beaver,  W. R. Landsman. 1998. Relative Valuation Roles Of Equity Book Value And Net Income as A Function of Financial Health.
Journal of Accounting  Economics, 251, 1-34. Barth,  Mary  E.,  Donald  P.  Cram,  and  Karen  K  Nelson,  2001.  Accruals  and  the
Prediction of Future Cash Flows. The Accounting Review. Vol 76: 27- 57 Bignon,  V.,  Y.  Biondi,  X.  Ragot.  2009.  An  Economic  Analysis  of  Fair  Value:
Accounting as a Vector of Crisis, Prisme no. 15. P. 1-38 Beaver, WH. Lambert and S.G. Ryan. 1989.  The Information Content of Security
Prices:  A  Second  Look,  Journal  Of  Accounting  And  Economics,  11:  139- 158.